diff --git a/.changeset/runner-api-error-body.md b/.changeset/runner-api-error-body.md
new file mode 100644
index 00000000..6f398ca4
--- /dev/null
+++ b/.changeset/runner-api-error-body.md
@@ -0,0 +1,5 @@
+---
+"@benchsdk/runner": patch
+---
+
+Print the API response body when a run fails with a `BenchmarkApiError`. The error message carries only the status line, so a failed run previously logged a bare `400 Bad Request` with no indication of which field the platform rejected.
diff --git a/benchmarks/browser/browser-concurrent.bench.ts b/benchmarks/browser/browser-concurrent.bench.ts
new file mode 100644
index 00000000..f5557c95
--- /dev/null
+++ b/benchmarks/browser/browser-concurrent.bench.ts
@@ -0,0 +1,891 @@
+/**
+ * Browser concurrent sessions benchmark: each round creates N browser sessions
+ * in parallel, waits for all to be alive + connected (barrier), runs a fixed
+ * 10-action loop on every session simultaneously, then releases all.
+ *
+ * One phase per concurrency level, one task each: the c1 task runs every round
+ * at 1 session, the c50 task every round at 50, so a single platform run carries
+ * the whole sweep and the task index becomes the concurrency axis — the
+ * platform's per-iteration view is then the degradation curve.
+ *
+ * `--levels` picks which levels run; the rounds at each level are fixed by
+ * ROUNDS_PER_LEVEL. There is deliberately no way to ask for "more iterations":
+ * repeating a level means more rounds, which is a property of the level, and
+ * the runner rejects `--iterations` outright because this benchmark declares
+ * phases.
+ *
+ * This shape exists because a participant carries one task count for the whole
+ * run, so the levels cannot be separate participants without also splitting
+ * the providers apart. Keeping one participant per provider and spending its
+ * five tasks on the five levels keeps provider rankings intact and still
+ * reports each level separately, via a task index and per-level step names.
+ *
+ *   bench run benchmarks/browser/browser-concurrent.bench.ts
+ *   bench run benchmarks/browser/browser-concurrent.bench.ts --levels 1,5
+ *   bench run benchmarks/browser/browser-concurrent.bench.ts --provider browserbase --levels 50
+ *
+ * Results are still organized by concurrency level, mirroring the storage
+ * benchmark's per-file-size directories:
+ *   results/browser-concurrent/c1/, c5/, c10/, c25/, c50/
+ *
+ * Levels run one at a time within a task, and a cooldown separates them:
+ * overlapping them would put two levels' sessions on the same provider account
+ * at once, which destroys the comparison the benchmark is making.
+ */
+import '../src/env.js';
+import path from 'node:path';
+import { fileURLToPath } from 'node:url';
+import { chromium, type Browser, type Page } from 'playwright-core';
+import { defineBenchmarkConfig, defineTask, TaskError, type TaskContext } from '@benchsdk/runner';
+import type { JsonValue } from '@benchsdk/client';
+import { withTimeout } from '../src/util/timeout.js';
+import { throughputProviders } from './throughput-providers.js';
+import { ConcurrencyTracker, sessionHitActionTimeout, shouldStartLoop } from './concurrent-benchmark.js';
+import { writeConcurrentSweepResults } from './concurrent-legacy-results.js';
+import {
+  ACTION_TIMEOUT_MS,
+  ACTIONS_PER_LOOP,
+  CONCURRENCY_LEVELS,
+  LEVEL_ACTION_BUDGET_MS,
+  LOOPS_PER_LEVEL,
+  ROUNDS_PER_LEVEL,
+  actionsPerSession,
+  type ConcurrencyLevel,
+  levelFromPhaseName,
+  parseLevels,
+  phaseNameForLevel,
+  type ActionResult,
+  type RoundResult,
+  type SessionResult,
+  type ConcurrentProviderConfig,
+} from './concurrent-types.js';
+
+const __dirname = path.dirname(fileURLToPath(import.meta.url));
+
+const concurrentTimeoutMs =
+  throughputProviders.reduce((max, p) => Math.max(max, p.timeout ?? 120_000), 0) || 120_000;
+
+// ── Custom CLI flag: --levels (the runner ignores flags it does not know) ─────
+// Which levels to sweep, not how many times anything repeats: the rounds at each
+// level are fixed by ROUNDS_PER_LEVEL. `--iterations` cannot express this, and
+// the runner rejects it outright for benchmarks that declare phases.
+const levelsArg = (() => {
+  const argv = process.argv.slice(2);
+  const idx = argv.indexOf('--levels');
+  return idx !== -1 && idx + 1 < argv.length ? argv[idx + 1] : undefined;
+})();
+const { levels: SELECTED_LEVELS, error: levelsError } = parseLevels(levelsArg);
+if (levelsError) {
+  console.error(levelsError);
+  process.exit(1);
+}
+
+/**
+ * Rounds that fit in one task record: the client caps a record at 100 steps and
+ * every round reports create/connect/actions/release.
+ */
+const MAX_ROUNDS_PER_TASK = 25;
+
+/**
+ * Overrides the per-level round count, for the push smoke test. Set to 1 there
+ * so a workflow change can be exercised in a couple of minutes instead of
+ * running the full 31 rounds.
+ */
+const ROUNDS_OVERRIDE = (() => {
+  const raw = process.env.CONCURRENT_ROUNDS_PER_LEVEL;
+  if (!raw) return undefined;
+  const parsed = Number(raw);
+  if (!Number.isInteger(parsed) || parsed < 1) return undefined;
+  // Each round reports 4 steps and the client rejects a task record carrying
+  // more than 100, which would throw away the whole level rather than trim it.
+  if (parsed > MAX_ROUNDS_PER_TASK) {
+    console.warn(
+      `CONCURRENT_ROUNDS_PER_LEVEL=${parsed} exceeds the ${MAX_ROUNDS_PER_TASK} rounds that fit ` +
+        `in one task record (4 steps each); using ${MAX_ROUNDS_PER_TASK}.`,
+    );
+    return MAX_ROUNDS_PER_TASK;
+  }
+  return parsed;
+})();
+
+/**
+ * Pause between levels, so sessions a provider is still tearing down do not
+ * count against the next level's quota. Providers cap concurrent sessions
+ * (kernel at 10, steel at 5 on its hobby plan), and a release is acknowledged
+ * before the slot is actually free, so without this the next level starts
+ * against a partly occupied account and measures our own cleanup lag.
+ */
+const LEVEL_COOLDOWN_MS = (() => {
+  const raw = process.env.CONCURRENT_LEVEL_COOLDOWN_MS;
+  if (!raw) return 60_000;
+  const parsed = Number(raw);
+  return Number.isFinite(parsed) && parsed >= 0 ? parsed : 60_000;
+})();
+
+/**
+ * Every round, in full detail, keyed by provider then level.
+ *
+ * The local result files are written from this rather than from the records
+ * sent to the platform: a c50 task covers 1,500 actions, which does not belong
+ * in a task payload, so the platform gets per-round aggregates while the
+ * committed artifact keeps everything.
+ */
+const collectedRounds = new Map<string, Map<number, RoundResult[]>>();
+
+function collectRound(provider: string, level: number, round: RoundResult): void {
+  const byLevel = collectedRounds.get(provider) ?? new Map<number, RoundResult[]>();
+  collectedRounds.set(provider, byLevel);
+  const rounds = byLevel.get(level) ?? [];
+  rounds.push(round);
+  byLevel.set(level, rounds);
+}
+
+export const config = defineBenchmarkConfig({
+  benchmarkSlug: 'browser-concurrency',
+  benchmarkName: 'Browser Concurrency',
+  // One phase per level, one task each: the phase names the level a record
+  // belongs to, so nothing depends on task position, and declaring phases makes
+  // the runner refuse `--iterations` instead of silently reinterpreting it as a
+  // number of levels.
+  phases: SELECTED_LEVELS.map((level) => ({ name: phaseNameForLevel(level), iterations: 1 })),
+  concurrency: 1,
+  participants: throughputProviders,
+  onComplete: () =>
+    writeConcurrentSweepResults(collectedRounds, {
+      resultsRoot: path.resolve(__dirname, '../../results/browser-concurrent'),
+      timeoutMs: concurrentTimeoutMs,
+    }),
+});
+
+// ── Wikipedia action loop (same as throughput benchmark, 1 loop = 10 actions) ─
+const RANDOM_URL = 'https://en.wikipedia.org/wiki/Special:Random';
+const FIRST_HEADING = '#firstHeading';
+const ARTICLE_LINK_SELECTOR = '#mw-content-text a[href*="/wiki/"]';
+
+const NAV_URLS: string[] = parseNavUrls();
+
+function parseNavUrls(): string[] {
+  const raw = process.env.THROUGHPUT_URLS?.trim();
+  if (!raw) return [];
+  if (raw.startsWith('[')) {
+    try {
+      const parsed = JSON.parse(raw);
+      if (Array.isArray(parsed)) return parsed.filter((u): u is string => typeof u === 'string' && u.length > 0);
+    } catch {
+      // fall through
+    }
+  }
+  return raw.split(/\s+/).filter(u => u.length > 0);
+}
+
+/**
+ * Pick the article for one session.
+ *
+ * Indexing by session rather than by round keeps the page mix comparable
+ * across concurrency levels. Sharing a single URL per round would let a c50
+ * round hit one CDN-warmed article with 50 sessions while a c1 round pays
+ * cold-fetch cost on a different article every time, so page weight and cache
+ * state would vary with the dimension under test.
+ */
+function navUrlForSession(concurrencyLevel: number, roundIndex: number, sessionIndex: number): string {
+  if (NAV_URLS.length === 0) return RANDOM_URL;
+  return NAV_URLS[(roundIndex * concurrencyLevel + sessionIndex) % NAV_URLS.length];
+}
+
+function isArticleLink(href: string | null): boolean {
+  if (!href) return false;
+  const match = href.match(/\/wiki\/([^#]*)/);
+  if (!match) return false;
+  return !match[1].includes(':');
+}
+
+async function timeAction<T>(
+  fn: () => Promise<T>,
+): Promise<{ durationMs: number; success: boolean; error?: string; value?: T }> {
+  const start = performance.now();
+  try {
+    const value = await withTimeout(fn(), ACTION_TIMEOUT_MS, 'Action timed out');
+    return { durationMs: performance.now() - start, success: true, value };
+  } catch (err) {
+    return { durationMs: performance.now() - start, success: false, error: errorMessage(err) };
+  }
+}
+
+/**
+ * Run the 10-action loop on a single page. Identical to the throughput
+ * benchmark's loop but with LOOPS_PER_SESSION=1 (one loop = 10 actions).
+ */
+/** A session the provider actually handed back, with its own create latency. */
+interface CreatedSession {
+  sessionId: string;
+  connectUrl: string;
+  createMs: number;
+}
+
+/**
+ * Not every provider SDK rejects with an Error: notte throws a plain object,
+ * which `String()` flattens to "[object Object]" and discards the reason a
+ * session was refused — the one thing a capacity failure needs to report.
+ */
+function errorMessage(err: unknown): string {
+  if (err instanceof Error) return err.message;
+  if (typeof err === 'string') return err;
+  if (err !== null && typeof err === 'object') {
+    const record = err as Record<string, unknown>;
+    for (const key of ['message', 'error', 'detail']) {
+      const value = record[key];
+      if (typeof value === 'string' && value.length > 0) return value;
+    }
+    try {
+      const json = JSON.stringify(err);
+      if (json && json !== '{}') return json;
+    } catch {
+      // Circular or non-serializable; fall through to String().
+    }
+  }
+  return String(err);
+}
+
+/**
+ * Distinct failure reasons with their counts. A capacity collapse is often
+ * mixed — kernel refused sessions for both a concurrency cap and a rate limit
+ * in the same round — so reporting only the first reason mis-attributes it.
+ */
+function reasonCounts(errors: string[]): Record<string, number> {
+  const counts: Record<string, number> = {};
+  for (const error of errors) {
+    const key = error.slice(0, 200);
+    counts[key] = (counts[key] ?? 0) + 1;
+  }
+  return counts;
+}
+
+/**
+ * Sessions live on the provider across the whole process, so this is module
+ * scoped: a level that overlapped the previous one shows up as a peak above its
+ * own session count, which is what a per-round counter would miss.
+ */
+const liveSessionTracker = new ConcurrencyTracker();
+
+interface ActionLoopOptions {
+  loops: number;
+  /** performance.now() value after which no further loop starts. */
+  deadline: number;
+  /** Called around the session's active window so the round can measure concurrency. */
+  track: ConcurrencyTracker;
+}
+
+async function runActionLoop(
+  page: Page,
+  results: ActionResult[],
+  navigateUrl: string,
+  options: ActionLoopOptions,
+): Promise<void> {
+  const { loops, deadline, track } = options;
+  const release = track.enter();
+  try {
+  for (let loop = 0; loop < loops; loop++) {
+    // Checked between loops so every session stops on a loop boundary and the
+    // level holds its concurrency for as long as it runs.
+    if (!shouldStartLoop(loop, performance.now(), deadline)) break;
+    const baseIdx = loop * ACTIONS_PER_LOOP;
+
+    // 1. Navigate
+    {
+      const r = await timeAction(() =>
+        page.goto(navigateUrl, { waitUntil: 'load' }) as Promise<unknown>,
+      );
+      results.push({ index: baseIdx + 1, type: 'navigate', durationMs: r.durationMs, success: r.success, error: r.error });
+    }
+
+    // 2. Wait for #firstHeading
+    {
+      const r = await timeAction(() => page.waitForSelector(FIRST_HEADING));
+      results.push({ index: baseIdx + 2, type: 'waitForSelector', durationMs: r.durationMs, success: r.success, error: r.error });
+    }
+
+    // 3. Screenshot
+    {
+      const r = await timeAction(() => page.screenshot());
+      results.push({ index: baseIdx + 3, type: 'screenshot', durationMs: r.durationMs, success: r.success, error: r.error });
+    }
+
+    // 4. Read text content of #firstHeading
+    {
+      const r = await timeAction(() => page.textContent(FIRST_HEADING));
+      results.push({ index: baseIdx + 4, type: 'textContent', durationMs: r.durationMs, success: r.success, error: r.error });
+    }
+
+    // 5. Click first article link
+    let clickSucceeded = false;
+    {
+      const r = await timeAction(async () => {
+        await page.waitForSelector(ARTICLE_LINK_SELECTOR, { timeout: 10_000 });
+        const links = await page.$$(ARTICLE_LINK_SELECTOR);
+        for (const link of links) {
+          const href = await link.getAttribute('href');
+          if (isArticleLink(href)) {
+            await link.click();
+            return;
+          }
+        }
+        throw new Error('No article body link found on page');
+      });
+      clickSucceeded = r.success;
+      results.push({ index: baseIdx + 5, type: 'click', durationMs: r.durationMs, success: r.success, error: r.error });
+    }
+
+    if (!clickSucceeded) {
+      for (const idx of [6, 7, 8, 9, 10]) {
+        results.push({
+          index: baseIdx + idx,
+          type: idx <= 8 ? (idx === 6 || idx === 10 ? 'waitForSelector' : idx === 7 ? 'screenshot' : 'textContent') : 'goBack',
+          durationMs: 0,
+          success: false,
+          error: 'skipped: click failed',
+        });
+      }
+      continue;
+    }
+
+    // 6. Wait for #firstHeading on the new page
+    {
+      const r = await timeAction(() => page.waitForSelector(FIRST_HEADING));
+      results.push({ index: baseIdx + 6, type: 'waitForSelector', durationMs: r.durationMs, success: r.success, error: r.error });
+    }
+
+    // 7. Screenshot the new page
+    {
+      const r = await timeAction(() => page.screenshot());
+      results.push({ index: baseIdx + 7, type: 'screenshot', durationMs: r.durationMs, success: r.success, error: r.error });
+    }
+
+    // 8. Read text content of #firstHeading on the new page
+    {
+      const r = await timeAction(() => page.textContent(FIRST_HEADING));
+      results.push({ index: baseIdx + 8, type: 'textContent', durationMs: r.durationMs, success: r.success, error: r.error });
+    }
+
+    // 9. Go back (waitUntil: 'commit' for bfcache compatibility)
+    {
+      const r = await timeAction(() => page.goBack({ waitUntil: 'commit' }) as Promise<unknown>);
+      results.push({ index: baseIdx + 9, type: 'goBack', durationMs: r.durationMs, success: r.success, error: r.error });
+    }
+
+    // 10. Wait for #firstHeading on the previous page
+    {
+      const r = await timeAction(() => page.waitForSelector(FIRST_HEADING));
+      results.push({ index: baseIdx + 10, type: 'waitForSelector', durationMs: r.durationMs, success: r.success, error: r.error });
+    }
+  }
+  } finally {
+    release();
+  }
+}
+
+// ── Provider cache (thread-safe lazy init) ───────────────────────────────────
+const providerCache = new Map<string, any>();
+const providerInitPromises = new Map<string, Promise<any>>();
+
+async function getProvider(participant: ConcurrentProviderConfig): Promise<any> {
+  const cached = providerCache.get(participant.name);
+  if (cached) return cached;
+
+  let initPromise = providerInitPromises.get(participant.name);
+  if (!initPromise) {
+    initPromise = Promise.resolve(participant.createBrowserProvider());
+    providerInitPromises.set(participant.name, initPromise);
+  }
+  const provider = await initPromise;
+  providerCache.set(participant.name, provider);
+  return provider;
+}
+
+// ── One barrier round ────────────────────────────────────────────────────────
+type RoundContext = Pick<TaskContext<ConcurrentProviderConfig>, 'participant' | 'step' | 'log'> & {
+  concurrencyLevel: number;
+  roundIndex: number;
+};
+
+/**
+ * Runs one barrier round and always returns its result, including when the
+ * provider refuses every session. `harnessFailure` is reserved for our own
+ * bugs: a provider refusing load is a measurement, not an error.
+ */
+async function runRound(ctx: RoundContext): Promise<{ round: RoundResult; harnessFailure: boolean }> {
+  const { participant, step, log, concurrencyLevel, roundIndex } = ctx;
+  const timeout = participant.timeout ?? 120_000;
+  const sessionCreateOptions = participant.sessionCreateOptions ?? {};
+
+  const provider = await getProvider(participant);
+
+  const totalStart = performance.now();
+  let createMs = 0;
+  let connectMs = 0;
+  let taskMs = 0;
+  let releaseMs = 0;
+  let sessionsAlive = 0;
+  let aggregateActionsPerSecond = 0;
+  let createTimedOut = false;
+  const sessionResults: SessionResult[] = [];
+  let roundError: string | undefined;
+  let harnessFailure = false;
+
+  // Declared outside try so the finally block can close them.
+  let browsers: Browser[] = [];
+  let aliveSessions: CreatedSession[] = [];
+
+  // Every session id the provider hands back, whether or not the round goes on
+  // to use it. The finally block destroys all of them: releasing only the
+  // sessions that reached the action phase leaks the rest, and leaked sessions
+  // hold provider quota until their idle timeout, which corrupts later rounds.
+  const createdSessionIds = new Set<string>();
+  let cleanupComplete = false;
+
+  const liveWatch = liveSessionTracker.watch();
+  const actionTracker = new ConcurrencyTracker();
+  const actionWatch = actionTracker.watch();
+  const loops = LOOPS_PER_LEVEL[concurrencyLevel as ConcurrencyLevel];
+
+  // One release per session id, so double destroys cannot double count.
+  const liveReleases = new Map<string, () => void>();
+  const destroySession = (sessionId: string) =>
+    withTimeout(
+      Promise.resolve(provider.session.destroy(sessionId)),
+      15_000,
+      'Session destroy timed out',
+    )
+      .catch(() => {})
+      .finally(() => liveReleases.get(sessionId)?.());
+
+  /**
+   * Start one session, recording its id as soon as the provider reports it.
+   * A create that resolves after its timeout still produces a live session, so
+   * it is destroyed on arrival once cleanup has already run.
+   */
+  const createTrackedSession = (): Promise<CreatedSession> => {
+    const started = performance.now();
+    const underlying = Promise.resolve(
+      provider.session.create(sessionCreateOptions),
+    ) as Promise<{ sessionId: string; connectUrl: string }>;
+
+    void underlying.then(
+      (session) => {
+        if (!session?.sessionId) return;
+        if (!createdSessionIds.has(session.sessionId)) {
+          liveReleases.set(session.sessionId, liveSessionTracker.enter());
+        }
+        createdSessionIds.add(session.sessionId);
+        if (cleanupComplete) void destroySession(session.sessionId);
+      },
+      () => {},
+    );
+
+    return withTimeout(underlying, timeout, 'Session creation timed out').then(session => ({
+      ...session,
+      createMs: performance.now() - started,
+    }));
+  };
+
+  try {
+    // ── Phase 1: Create all N sessions in parallel ──────────────────────────
+    const createStart = performance.now();
+    // Step names carry the level because the platform groups step
+    // distributions by name alone: a shared `create-all` would merge a
+    // 1-session create with a 50-session create into one distribution.
+    const createResults = await step(`create-all-c${concurrencyLevel}`, () =>
+      Promise.allSettled(Array.from({ length: concurrencyLevel }, () => createTrackedSession())),
+    );
+    createMs = performance.now() - createStart;
+
+    aliveSessions = [];
+    const createErrors: string[] = [];
+    for (const result of createResults) {
+      if (result.status === 'fulfilled') {
+        aliveSessions.push(result.value);
+        continue;
+      }
+      // Keep the provider's own message: it is the only way to tell a quota
+      // rejection from a rate limit, an auth failure, or a timeout.
+      const reason = errorMessage(result.reason);
+      createErrors.push(reason);
+      if (/timed out/i.test(reason)) createTimedOut = true;
+      sessionResults.push({
+        sessionId: '',
+        createMs: 0,
+        connectMs: 0,
+        taskMs: 0,
+        actionsCompleted: 0,
+        actionsPerSecond: 0,
+        actions: [],
+        error: reason,
+      });
+    }
+
+    log(
+      `c${concurrencyLevel} round ${roundIndex} create-all: ${aliveSessions.length}/${concurrencyLevel} created in ${Math.round(createMs)}ms`,
+      {
+        concurrencyLevel,
+        created: aliveSessions.length,
+        refused: createErrors.length,
+        createMs: Math.round(createMs),
+        ...(createErrors.length > 0 ? { reasons: reasonCounts(createErrors) } : {}),
+      },
+    );
+
+    if (aliveSessions.length === 0) {
+      // A provider refusing every session is a result, not a harness fault.
+      // Throwing would lose this round's per-session errors, because the
+      // client records only an error message and drops the task's data.
+      roundError = 'All session creations failed';
+    }
+
+    // ── Phase 2: CDP-connect all sessions in parallel ───────────────────────
+    const pages: Page[] = [];
+    const connectedSessions: CreatedSession[] = [];
+    const connectedConnectMs: number[] = [];
+    const connectErrors: string[] = [];
+
+    if (aliveSessions.length > 0) {
+      const connectStart = performance.now();
+      const connectResults = await step(`connect-all-c${concurrencyLevel}`, () =>
+        Promise.allSettled(
+          aliveSessions.map(async (s) => {
+            const started = performance.now();
+            const browser = await withTimeout(
+              chromium.connectOverCDP(s.connectUrl),
+              30_000,
+              'CDP connection timed out',
+            );
+            return { browser, connectMs: performance.now() - started };
+          }),
+        ),
+      );
+      connectMs = performance.now() - connectStart;
+
+      for (let i = 0; i < connectResults.length; i++) {
+        const result = connectResults[i];
+        const session = aliveSessions[i];
+
+        if (result.status === 'rejected') {
+          connectErrors.push(errorMessage(result.reason));
+          sessionResults.push({
+            sessionId: session.sessionId,
+            createMs: session.createMs,
+            connectMs: 0,
+            taskMs: 0,
+            actionsCompleted: 0,
+            actionsPerSecond: 0,
+            actions: [],
+            error: errorMessage(result.reason),
+          });
+          continue;
+        }
+
+        const { browser, connectMs: sessionConnectMs } = result.value;
+        browsers.push(browser);
+        const [context] = browser.contexts();
+        const page = context ? context.pages()[0] ?? (await context.newPage()) : undefined;
+
+        if (!page) {
+          connectErrors.push('No default browser context found');
+          sessionResults.push({
+            sessionId: session.sessionId,
+            createMs: session.createMs,
+            connectMs: sessionConnectMs,
+            taskMs: 0,
+            actionsCompleted: 0,
+            actionsPerSecond: 0,
+            actions: [],
+            error: 'No default browser context found',
+          });
+          continue;
+        }
+
+        pages.push(page);
+        connectedSessions.push(session);
+        connectedConnectMs.push(sessionConnectMs);
+      }
+
+      sessionsAlive = pages.length;
+      log(
+        `c${concurrencyLevel} round ${roundIndex} connect-all: ${pages.length}/${aliveSessions.length} connected in ${Math.round(connectMs)}ms`,
+        {
+          concurrencyLevel,
+          connected: pages.length,
+          failed: connectErrors.length,
+          connectMs: Math.round(connectMs),
+          ...(connectErrors.length > 0 ? { reasons: reasonCounts(connectErrors) } : {}),
+        },
+      );
+      if (pages.length === 0) roundError ??= 'All CDP connections failed';
+    }
+
+    // ─── BARRIER: all surviving sessions are alive + connected ──────────────
+
+    // ── Phase 3: Run 10-action loop on all sessions simultaneously ──────────
+    if (pages.length > 0) {
+      // runActionLoop pushes to a passed array, so we create one per page.
+      const actionArrays: ActionResult[][] = pages.map(() => []);
+      const actionStart = performance.now();
+      const deadline = actionStart + LEVEL_ACTION_BUDGET_MS;
+      const loopResults = await step(`actions-all-c${concurrencyLevel}`, () =>
+        Promise.allSettled(
+          pages.map((page, i) =>
+            runActionLoop(page, actionArrays[i], navUrlForSession(concurrencyLevel, roundIndex, i), {
+              loops,
+              deadline,
+              track: actionTracker,
+            }),
+          ),
+        ),
+      );
+      taskMs = performance.now() - actionStart;
+
+      let totalActionsCompleted = 0;
+      for (let i = 0; i < loopResults.length; i++) {
+        const result = loopResults[i];
+        const session = connectedSessions[i];
+        // Actions completed before a mid-loop throw are still measurements.
+        const actions = actionArrays[i];
+        const actionsCompleted = actions.filter(a => a.success).length;
+        const sessionTaskMs = actions.reduce((sum, a) => sum + a.durationMs, 0);
+        totalActionsCompleted += actionsCompleted;
+        sessionResults.push({
+          sessionId: session?.sessionId ?? '',
+          createMs: session?.createMs ?? 0,
+          connectMs: connectedConnectMs[i] ?? 0,
+          taskMs: sessionTaskMs,
+          actionsCompleted,
+          actionsPerSecond: sessionTaskMs > 0 ? actionsCompleted / (sessionTaskMs / 1000) : 0,
+          actions,
+          ...(result.status === 'rejected' ? { error: errorMessage(result.reason) } : {}),
+        });
+      }
+
+      aggregateActionsPerSecond = taskMs > 0 ? totalActionsCompleted / (taskMs / 1000) : 0;
+    }
+
+  } catch (err) {
+    roundError = errorMessage(err);
+    harnessFailure = true;
+  } finally {
+    // Close all CDP browser connections
+    await Promise.allSettled(browsers.map(b => b.close().catch(() => {})));
+
+    // ── Phase 4: Release every session the provider created ─────────────────
+    // Runs in `finally` so a round that fails after creating sessions still
+    // releases them instead of holding provider quota until idle timeout.
+    const releaseStart = performance.now();
+    const releaseAll = () => Promise.allSettled([...createdSessionIds].map(destroySession));
+    if (harnessFailure) {
+      await releaseAll();
+    } else {
+      await step(`release-all-c${concurrencyLevel}`, releaseAll, { reportConcurrency: false });
+    }
+    releaseMs = performance.now() - releaseStart;
+    cleanupComplete = true;
+  }
+
+  const maxConcurrentActions = actionWatch.stop();
+  const maxLiveSessions = liveWatch.stop();
+
+  const totalMs = performance.now() - totalStart;
+
+  const round: RoundResult = {
+    concurrencyLevel,
+    roundIndex,
+    sessionsAttempted: concurrencyLevel,
+    sessionsAlive,
+    createMs,
+    connectMs,
+    taskMs,
+    releaseMs,
+    totalMs,
+    aggregateActionsPerSecond,
+    maxLiveSessions,
+    maxConcurrentActions,
+    loopsPerSession: loops,
+    sessions: sessionResults,
+    ...(sessionResults.some(sessionHitActionTimeout) ? { actionTimedOut: true } : {}),
+    ...(createTimedOut ? { createTimedOut } : {}),
+    ...(sessionsAlive === 0 ? { roundFailed: true } : {}),
+    ...(roundError ? { error: roundError } : {}),
+  };
+
+  // Logged before the throw below so a harness failure still reports what the
+  // round achieved, not just that it died.
+  const actionsCompleted = sessionResults.reduce((sum, s) => sum + s.actionsCompleted, 0);
+  const actionsAttempted = sessionResults.reduce((sum, s) => sum + s.actions.length, 0);
+  log(
+    `c${concurrencyLevel} round ${roundIndex} complete: ${sessionsAlive}/${concurrencyLevel} sessions, ` +
+      `${actionsCompleted}/${actionsAttempted} actions in ${Math.round(totalMs)}ms, ` +
+      `peak ${maxConcurrentActions}/${concurrencyLevel} concurrent`,
+    {
+      concurrencyLevel,
+      sessionsAlive,
+      actionsCompleted,
+      actionsAttempted,
+      loopsPerSession: loops,
+      maxConcurrentActions,
+      maxLiveSessions,
+      aggregateActionsPerSecond: Math.round(aggregateActionsPerSecond * 100) / 100,
+      createMs: Math.round(createMs),
+      connectMs: Math.round(connectMs),
+      taskMs: Math.round(taskMs),
+      releaseMs: Math.round(releaseMs),
+      totalMs: Math.round(totalMs),
+      ...(roundError ? { roundError } : {}),
+    },
+  );
+
+  // A level that never reached its own session count did not measure the
+  // concurrency it is filed under, and one that exceeded it was overlapping
+  // something else. Both make the level's numbers mean something other than
+  // their label, so neither is left to be noticed in the artifacts later.
+  if (sessionsAlive > 0 && maxConcurrentActions < sessionsAlive) {
+    log(
+      `c${concurrencyLevel} round ${roundIndex} never ran more than ${maxConcurrentActions} sessions at once ` +
+        `despite ${sessionsAlive} being connected`,
+      { concurrencyLevel, maxConcurrentActions, sessionsAlive },
+    );
+  }
+  if (maxLiveSessions > concurrencyLevel) {
+    log(
+      `c${concurrencyLevel} round ${roundIndex} saw ${maxLiveSessions} live sessions, more than the level's ${concurrencyLevel}: ` +
+        `another level's sessions were still alive`,
+      { concurrencyLevel, maxLiveSessions },
+    );
+  }
+
+  return { round, harnessFailure };
+}
+
+// ── One task per concurrency level ───────────────────────────────────────────
+export const task = defineTask<ConcurrentProviderConfig>(async (ctx) => {
+  const { participant, taskIndex, phase, step, measure, log } = ctx;
+
+  const concurrencyLevel = levelFromPhaseName(phase);
+  if (concurrencyLevel === undefined) {
+    throw new TaskError(
+      `Task ${taskIndex} has phase ${phase ?? '(none)'}, which names no concurrency level. ` +
+        `Levels are selected with --levels (${CONCURRENCY_LEVELS.join(', ')}), not --iterations.`,
+      { code: 'CONCURRENT_BAD_PHASE' },
+    );
+  }
+
+  const roundCount = ROUNDS_OVERRIDE ?? ROUNDS_PER_LEVEL[concurrencyLevel];
+  const rounds: RoundResult[] = [];
+  let harnessFailure = false;
+  let harnessError: string | undefined;
+
+  for (let roundIndex = 0; roundIndex < roundCount; roundIndex++) {
+    const outcome = await runRound({ participant, step, log, concurrencyLevel, roundIndex });
+    rounds.push(outcome.round);
+    // Collected as each round finishes, so a later harness failure still
+    // leaves the earlier rounds in the local result file.
+    collectRound(participant.name, concurrencyLevel, outcome.round);
+    if (outcome.harnessFailure) {
+      harnessFailure = true;
+      harnessError = outcome.round.error;
+      break;
+    }
+  }
+
+  const sessionsAttempted = rounds.reduce((sum, r) => sum + r.sessionsAttempted, 0);
+  const sessionsAlive = rounds.reduce((sum, r) => sum + r.sessionsAlive, 0);
+  const actionsCompleted = rounds.reduce(
+    (sum, r) => sum + r.sessions.reduce((n, s) => n + s.actionsCompleted, 0),
+    0,
+  );
+
+  measure({ concurrencyLevel, sessionsAttempted, sessionsAlive, actionsCompleted });
+
+  const data = {
+    concurrencyLevel,
+    roundsRun: rounds.length,
+    roundsPlanned: roundCount,
+    sessionsAttempted,
+    sessionsAlive,
+    actionsCompleted,
+    // Per-round aggregates only. The per-session and per-action detail stays in
+    // the local artifact: a c50 task covers 1,500 actions, which is far more
+    // than belongs in one task payload.
+    rounds: rounds.map(summarizeRoundForPlatform) as unknown as JsonValue,
+    ...(harnessError ? { errorMessage: harnessError } : {}),
+  };
+
+  log(
+    `c${concurrencyLevel} level complete: ${rounds.length}/${roundCount} rounds, ` +
+      `${sessionsAlive}/${sessionsAttempted} sessions, ${actionsCompleted} actions`,
+    {
+      concurrencyLevel,
+      roundsRun: rounds.length,
+      sessionsAlive,
+      sessionsAttempted,
+      actionsCompleted,
+      ...(harnessError ? { harnessError } : {}),
+    },
+  );
+
+  // Levels run back to back inside one process, so the drain that used to sit
+  // between workflow invocations happens here. It runs before the throw below,
+  // because a level that failed part way through is the case most likely to
+  // have left sessions behind for the next level to trip over. Skipped after
+  // the last level, where it would only delay the run's completion.
+  if (taskIndex < SELECTED_LEVELS.length - 1 && LEVEL_COOLDOWN_MS > 0) {
+    await new Promise((resolve) => setTimeout(resolve, LEVEL_COOLDOWN_MS));
+  }
+
+  // Only our own bugs throw. A provider refusing sessions is data the benchmark
+  // exists to collect, and throwing would discard it: the client records an
+  // error message and drops the task's data payload entirely.
+  if (harnessFailure) {
+    throw new TaskError(harnessError ?? 'Level failed', { code: 'CONCURRENT_ERROR', data });
+  }
+
+  return {
+    data,
+    // The median round, not the level's wall clock. A level's duration is
+    // dominated by its round count (c1 runs 10 rounds, c50 only 3), so wall
+    // clock would rank c1 as the slowest level and inverts the very curve the
+    // task index exists to show.
+    latencyMs: median(rounds.filter((r) => !r.createTimedOut).map((r) => r.totalMs)),
+  };
+});
+
+/** Per-round aggregate for the platform payload: no per-session detail. */
+function summarizeRoundForPlatform(round: RoundResult): Record<string, JsonValue> {
+  const failures = round.sessions.map((s) => s.error).filter((e): e is string => Boolean(e));
+  return {
+    roundIndex: round.roundIndex,
+    sessionsAttempted: round.sessionsAttempted,
+    sessionsAlive: round.sessionsAlive,
+    createMs: Math.round(round.createMs),
+    connectMs: Math.round(round.connectMs),
+    taskMs: Math.round(round.taskMs),
+    releaseMs: Math.round(round.releaseMs),
+    totalMs: Math.round(round.totalMs),
+    aggregateActionsPerSecond: Math.round(round.aggregateActionsPerSecond * 100) / 100,
+    // The measured peak, so a level that never reached its own session count is
+    // visible on the platform record rather than only in the artifacts.
+    ...(round.maxConcurrentActions !== undefined ? { maxConcurrentActions: round.maxConcurrentActions } : {}),
+    ...(round.maxLiveSessions !== undefined ? { maxLiveSessions: round.maxLiveSessions } : {}),
+    ...(round.loopsPerSession !== undefined ? { loopsPerSession: round.loopsPerSession } : {}),
+    ...(round.actionTimedOut ? { actionTimedOut: true } : {}),
+    ...(round.createTimedOut ? { createTimedOut: true } : {}),
+    ...(round.roundFailed ? { roundFailed: true } : {}),
+    ...(round.error ? { errorMessage: round.error } : {}),
+    // Counts rather than a sample, because a level can hit two distinct limits
+    // in one round: a concurrency cap on some sessions and a rate limit on the
+    // rest.
+    ...(failures.length > 0 ? { reasons: reasonCounts(failures) } : {}),
+  };
+}
+
+function median(values: number[]): number | undefined {
+  if (values.length === 0) return undefined;
+  const sorted = [...values].sort((a, b) => a - b);
+  const mid = Math.floor(sorted.length / 2);
+  return sorted.length % 2 === 0 ? (sorted[mid - 1] + sorted[mid]) / 2 : sorted[mid];
+}
diff --git a/benchmarks/browser/concurrent-benchmark.ts b/benchmarks/browser/concurrent-benchmark.ts
new file mode 100644
index 00000000..f86a50e2
--- /dev/null
+++ b/benchmarks/browser/concurrent-benchmark.ts
@@ -0,0 +1,354 @@
+/**
+ * Concurrent benchmark result summarization + legacy JSON writer.
+ * Mirrors throughput-benchmark.ts but works with rounds (barrier protocol
+ * executions) instead of individual sessions.
+ */
+import {
+  ACTION_TIMEOUT_MS,
+  ACTION_TYPES,
+  ACTIONS_PER_LOOP,
+  actionsPerSession,
+  type ConcurrencyLevel,
+  type ActionType,
+  type ConcurrentBenchmarkResult,
+  type ConcurrentStats,
+  type ConcurrentStatsTriple,
+  type RoundResult,
+  type SessionResult,
+  type ActionResult,
+} from './concurrent-types.js';
+
+function round(n: number): number {
+  return Math.round(n * 100) / 100;
+}
+
+function percentile(sorted: number[], p: number): number {
+  if (sorted.length === 0) return 0;
+  const idx = Math.ceil((p / 100) * sorted.length) - 1;
+  return sorted[Math.min(Math.max(idx, 0), sorted.length - 1)];
+}
+
+/**
+ * Counts how many things are in flight and remembers the peak.
+ *
+ * Concurrency was previously inferred from how many sessions survived, but
+ * surviving and running at the same time are different properties: sessions
+ * taking turns would report the same sessionsAlive as sessions running
+ * together. Counting directly turns the level's claim into a measurement.
+ */
+export class ConcurrencyTracker {
+  private active = 0;
+  private watchers = new Set<{ max: number }>();
+
+  enter(): () => void {
+    this.active++;
+    for (const watcher of this.watchers) {
+      if (this.active > watcher.max) watcher.max = this.active;
+    }
+    let released = false;
+    return () => {
+      // Idempotent: a create that resolves after its timeout can release twice.
+      if (released) return;
+      released = true;
+      this.active--;
+    };
+  }
+
+  /**
+   * Start recording the peak from now until stop(). Seeded with whatever is
+   * already in flight, so a round that inherits sessions from a level that has
+   * not finished cleaning up reports them instead of starting from zero.
+   */
+  watch(): { stop: () => number } {
+    const watcher = { max: this.active };
+    this.watchers.add(watcher);
+    return {
+      stop: () => {
+        this.watchers.delete(watcher);
+        return watcher.max;
+      },
+    };
+  }
+}
+
+/**
+ * Whether a session should begin another loop. The check sits on the loop
+ * boundary so every session in a level stops at the same point and the level
+ * holds its concurrency for as long as it runs; cutting sessions off mid-loop
+ * would leave partial loops in the samples and shrink concurrency unevenly.
+ * The first loop always runs, so a level always produces measurements.
+ */
+export function shouldStartLoop(loopIndex: number, now: number, deadline: number): boolean {
+  return loopIndex === 0 || now < deadline;
+}
+
+/**
+ * Per-loop times for one session: its actions split into ACTIONS_PER_LOOP
+ * chunks, each summed. One loop on one session is the unit that compares across
+ * levels, since a level's action phase covers as many loops as that level runs.
+ */
+export function sessionLoopTimes(session: SessionResult): number[] {
+  const times: number[] = [];
+  for (let i = 0; i + ACTIONS_PER_LOOP <= session.actions.length; i += ACTIONS_PER_LOOP) {
+    let sum = 0;
+    for (let j = i; j < i + ACTIONS_PER_LOOP; j++) sum += session.actions[j].durationMs;
+    times.push(sum);
+  }
+  return times;
+}
+
+function computeStats(values: number[]): ConcurrentStatsTriple {
+  if (values.length === 0) return { median: 0, p95: 0, p99: 0, samples: 0 };
+
+  const sorted = [...values].sort((a, b) => a - b);
+  const trimCount = Math.floor(sorted.length * 0.05);
+  const trimmed = trimCount > 0 && sorted.length - 2 * trimCount > 0
+    ? sorted.slice(trimCount, sorted.length - trimCount)
+    : sorted;
+
+  const mid = Math.floor(trimmed.length / 2);
+  const median = trimmed.length % 2 === 0
+    ? (trimmed[mid - 1] + trimmed[mid]) / 2
+    : trimmed[mid];
+
+  // The count is carried so consumers can withhold a percentile the sample size
+  // cannot support: with one observation the p95 is just the median again.
+  return {
+    median,
+    p95: percentile(trimmed, 95),
+    p99: percentile(trimmed, 99),
+    samples: values.length,
+  };
+}
+
+/**
+ * True when a session lost an action to the timeout. Such an action was cut off
+ * at the limit rather than measured, so anything derived from its duration
+ * reports the timeout constant instead of the provider's latency.
+ */
+export function sessionHitActionTimeout(session: SessionResult): boolean {
+  return session.actions.some(
+    (a) =>
+      !a.success &&
+      (a.durationMs >= ACTION_TIMEOUT_MS * 0.95 || /time(d)?\s?out/i.test(a.error ?? '')),
+  );
+}
+
+/**
+ * The round's action wall clock, with timed-out sessions taken out.
+ *
+ * A round ends when its slowest session ends, so one session stalled on an
+ * unusable page sets the whole round's duration: in run 31626532250 two of the
+ * fifty shared articles pushed otherwise 3-7s rounds to 31s and 63s, for every
+ * provider alike. Rebuilding the wall clock from the slowest *unaffected*
+ * session keeps the barrier's meaning while dropping the censored part.
+ *
+ * Rounds are not discarded wholesale, because each level runs one round and its
+ * sessions each draw a different page: at c50 a single bad article would
+ * otherwise erase the level's only latency observation.
+ */
+export function effectiveTaskMs(round: RoundResult): number {
+  const withActions = round.sessions.filter((s) => s.actions.length > 0);
+  if (withActions.length === 0) return round.taskMs;
+
+  const clean = withActions.filter((s) => !sessionHitActionTimeout(s));
+  if (clean.length === withActions.length) return round.taskMs;
+  // Every session was censored: the round says nothing about latency.
+  if (clean.length === 0) return 0;
+
+  return Math.max(...clean.map((s) => s.taskMs));
+}
+
+/**
+ * Summarize rounds into aggregate stats. Per-action-type stats are computed
+ * across all sessions in all rounds — this is the degradation signal.
+ */
+export function summarizeRounds(rounds: RoundResult[]): ConcurrentStats {
+  // A create phase that hit the timeout is censored at the timeout value, not
+  // measured, so folding it into the latency distribution would report the
+  // timeout constant as if it were a provisioning time. The lost sessions are
+  // already penalized through the success rate.
+  const createValues = rounds
+    .filter(r => !r.createTimedOut)
+    .map(r => r.createMs)
+    .filter(v => v > 0);
+  const connectValues = rounds.map(r => r.connectMs).filter(v => v > 0);
+  const taskValues = rounds.map(effectiveTaskMs).filter(v => v > 0);
+
+  // Pooled over every session and loop, so a level's sample count is
+  // level x loops rather than one per round. Sessions whose actions were cut
+  // off at the timeout are left out for the same reason their round's wall
+  // clock is rebuilt: the timeout is a censored value, not a measurement.
+  const loopValues: number[] = [];
+  for (const round of rounds) {
+    for (const session of round.sessions) {
+      if (sessionHitActionTimeout(session)) continue;
+      for (const loopMs of sessionLoopTimes(session)) {
+        if (loopMs > 0) loopValues.push(loopMs);
+      }
+    }
+  }
+  const sessionsAliveValues = rounds.map(r => r.sessionsAlive).filter(v => v > 0);
+  const aggregateApsValues = rounds.map(r => r.aggregateActionsPerSecond).filter(v => v > 0);
+
+  // Per-session APS across all rounds
+  const perSessionApsValues: number[] = [];
+  for (const round of rounds) {
+    for (const session of round.sessions) {
+      if (session.actionsPerSecond > 0) perSessionApsValues.push(session.actionsPerSecond);
+    }
+  }
+
+  // Per-action-type stats across all sessions in all rounds
+  const perActionType = {} as Record<ActionType, ConcurrentStatsTriple>;
+  for (const type of ACTION_TYPES) {
+    const values: number[] = [];
+    for (const round of rounds) {
+      for (const session of round.sessions) {
+        for (const a of session.actions) {
+          if (a.type === type && a.success) values.push(a.durationMs);
+        }
+      }
+    }
+    perActionType[type] = computeStats(values);
+  }
+
+  return {
+    sessionsAlive: computeStats(sessionsAliveValues),
+    createMs: computeStats(createValues),
+    connectMs: computeStats(connectValues),
+    taskMs: computeStats(taskValues),
+    loopMs: computeStats(loopValues),
+    actionsPerSecond: computeStats(aggregateApsValues),
+    perSessionActionsPerSecond: computeStats(perSessionApsValues),
+    perActionType,
+  };
+}
+
+export function emptySummary(): ConcurrentStats {
+  const empty: ConcurrentStatsTriple = { median: 0, p95: 0, p99: 0, samples: 0 };
+  const perActionType = {} as Record<ActionType, ConcurrentStatsTriple>;
+  for (const t of ACTION_TYPES) perActionType[t] = { ...empty };
+  return {
+    sessionsAlive: { ...empty },
+    createMs: { ...empty },
+    connectMs: { ...empty },
+    taskMs: { ...empty },
+    loopMs: { ...empty },
+    actionsPerSecond: { ...empty },
+    perSessionActionsPerSecond: { ...empty },
+    perActionType,
+  };
+}
+
+function roundStats(s: ConcurrentStatsTriple | undefined): ConcurrentStatsTriple {
+  // An artifact written before a stat existed deserializes without it, and the
+  // merge step reads whatever the providers uploaded, so a mix of old and new
+  // results has to serialize rather than crash on the missing field. Zero
+  // samples, so the percentile gates withhold it downstream.
+  if (!s) return { median: 0, p95: 0, p99: 0, samples: 0 };
+  return {
+    median: round(s.median),
+    p95: round(s.p95),
+    p99: round(s.p99),
+    ...(s.samples !== undefined ? { samples: s.samples } : {}),
+  };
+}
+
+export async function writeConcurrentResultsJson(
+  results: ConcurrentBenchmarkResult[],
+  outPath: string,
+  options: { concurrencyLevel?: number; timeoutMs?: number } = {},
+): Promise<void> {
+  const fs = await import('fs');
+  const os = await import('os');
+
+  const cleanResults = results.map(r => ({
+    provider: r.provider,
+    mode: r.mode,
+    concurrencyLevel: r.concurrencyLevel,
+    rounds: r.rounds.map(round => ({
+      sessionsAttempted: round.sessionsAttempted,
+      sessionsAlive: round.sessionsAlive,
+      createMs: roundNum(round.createMs),
+      connectMs: roundNum(round.connectMs),
+      taskMs: roundNum(round.taskMs),
+      releaseMs: roundNum(round.releaseMs),
+      totalMs: roundNum(round.totalMs),
+      aggregateActionsPerSecond: roundNum(round.aggregateActionsPerSecond),
+      sessions: round.sessions.map(s => ({
+        sessionId: s.sessionId,
+        createMs: roundNum(s.createMs),
+        connectMs: roundNum(s.connectMs),
+        taskMs: roundNum(s.taskMs),
+        actionsCompleted: s.actionsCompleted,
+        actionsPerSecond: roundNum(s.actionsPerSecond),
+        actions: s.actions.map(a => ({
+          index: a.index,
+          type: a.type,
+          durationMs: roundNum(a.durationMs),
+          success: a.success,
+          ...(a.error ? { error: a.error } : {}),
+        })),
+        ...(s.error ? { error: s.error } : {}),
+      })),
+      ...(round.maxLiveSessions !== undefined ? { maxLiveSessions: round.maxLiveSessions } : {}),
+      ...(round.maxConcurrentActions !== undefined ? { maxConcurrentActions: round.maxConcurrentActions } : {}),
+      ...(round.loopsPerSession !== undefined ? { loopsPerSession: round.loopsPerSession } : {}),
+      ...(round.actionTimedOut ? { actionTimedOut: true } : {}),
+      ...(round.createTimedOut ? { createTimedOut: true } : {}),
+      ...(round.roundFailed ? { roundFailed: true } : {}),
+      ...(round.error ? { error: round.error } : {}),
+    })),
+    summary: {
+      sessionsAlive: roundStats(r.summary.sessionsAlive),
+      createMs: roundStats(r.summary.createMs),
+      connectMs: roundStats(r.summary.connectMs),
+      taskMs: roundStats(r.summary.taskMs),
+      loopMs: roundStats(r.summary.loopMs),
+      actionsPerSecond: roundStats(r.summary.actionsPerSecond),
+      perSessionActionsPerSecond: roundStats(r.summary.perSessionActionsPerSecond),
+      perActionType: Object.fromEntries(
+        ACTION_TYPES.map(t => [t, roundStats(r.summary.perActionType[t])]),
+      ),
+    },
+    ...(r.compositeScore !== undefined ? { compositeScore: round(r.compositeScore) } : {}),
+    ...(r.successRate !== undefined ? { successRate: round(r.successRate) } : {}),
+    ...(r.sessionCeiling !== undefined ? { sessionCeiling: r.sessionCeiling } : {}),
+    ...(r.concurrencyAchieved !== undefined ? { concurrencyAchieved: r.concurrencyAchieved } : {}),
+    ...(r.latencyRepresentative !== undefined
+      ? { latencyRepresentative: r.latencyRepresentative }
+      : {}),
+    ...(r.quotaLimited ? { quotaLimited: true } : {}),
+    ...(r.quotaEvidence ? { quotaEvidence: r.quotaEvidence } : {}),
+    ...(r.skipped ? { skipped: r.skipped, skipReason: r.skipReason } : {}),
+  }));
+
+  const rounds = results.reduce((max, r) => Math.max(max, r.rounds.length), 0);
+  const level = options.concurrencyLevel ?? results[0]?.concurrencyLevel ?? 0;
+
+  const output = {
+    version: '1.0',
+    timestamp: new Date().toISOString(),
+    environment: {
+      node: process.version,
+      platform: os.platform(),
+      arch: os.arch(),
+    },
+    config: {
+      concurrencyLevel: level,
+      rounds,
+      actionsPerSession: level > 0 ? actionsPerSession(level as ConcurrencyLevel) : 0,
+      loopsPerSession: results[0]?.rounds?.[0]?.loopsPerSession ?? 0,
+      timeoutMs: options.timeoutMs ?? 120_000,
+    },
+    results: cleanResults,
+  };
+
+  fs.writeFileSync(outPath, JSON.stringify(output, null, 2));
+  console.log(`Results written to ${outPath}`);
+}
+
+function roundNum(n: number): number {
+  return Math.round(n * 100) / 100;
+}
diff --git a/benchmarks/browser/concurrent-capacity.ts b/benchmarks/browser/concurrent-capacity.ts
new file mode 100644
index 00000000..6d832bc1
--- /dev/null
+++ b/benchmarks/browser/concurrent-capacity.ts
@@ -0,0 +1,110 @@
+/**
+ * Capacity analysis: what a provider actually delivered at a requested
+ * concurrency level, and whether its latency numbers mean anything.
+ *
+ * Latency percentiles are computed over surviving sessions only, so a provider
+ * that refuses most of the load measures itself on a nearly idle account. In
+ * one observed run a provider capped at 10 sessions posted the best task
+ * latency of any provider at c50 while delivering 14% of the sessions — its
+ * samples never experienced concurrency at all. Reporting that number next to
+ * a provider that ran all 50 compares two different experiments.
+ */
+
+import type { ConcurrentBenchmarkResult } from './concurrent-types.js';
+
+/**
+ * How close to the requested concurrency the sampled rounds must run before
+ * their latency is treated as comparable. Below this the level's latency
+ * describes a smaller experiment than the one requested.
+ */
+export const LATENCY_REPRESENTATIVE_RATIO = 0.9;
+
+/**
+ * Refusals naming an account limit rather than a capacity failure. These make
+ * a level unreachable for reasons of billing, so the resulting score measures
+ * the plan we bought rather than anything about the provider.
+ */
+const QUOTA_REFUSAL = /\b429\b|quota|rate limit|limit exceeded|limit reached/i;
+
+/** Longest quota message carried into the result; the full text stays on the session. */
+const MAX_EVIDENCE_LENGTH = 160;
+
+export interface CapacityAnalysis {
+  /** Most sessions the provider ran at once in any round. */
+  sessionCeiling: number;
+  /**
+   * Mean sessions alive across rounds that produced any — the concurrency the
+   * latency samples actually experienced. Rounds where every session was
+   * refused contribute no samples, so they are excluded rather than averaged
+   * in as zeros.
+   */
+  concurrencyAchieved: number;
+  /** True when the latency samples ran at (near) the requested concurrency. */
+  latencyRepresentative: boolean;
+  /** True when the provider refused sessions citing an account limit and never reached the level. */
+  quotaLimited: boolean;
+  /** The provider's own most frequent limit message, for attribution. */
+  quotaEvidence?: string;
+}
+
+/**
+ * Attach capacity fields to results that lack them. Result files written
+ * before these fields existed still carry a `compositeScore`, so a consumer
+ * that gates on the score alone would treat those results as fully analyzed
+ * and chart latency it should be withholding.
+ */
+export function ensureCapacityFields(results: ConcurrentBenchmarkResult[]): void {
+  for (const result of results) {
+    if (result.latencyRepresentative !== undefined) continue;
+    const capacity = analyzeCapacity(result);
+    result.sessionCeiling = capacity.sessionCeiling;
+    result.concurrencyAchieved = capacity.concurrencyAchieved;
+    result.latencyRepresentative = capacity.latencyRepresentative;
+    result.quotaLimited = capacity.quotaLimited;
+    if (capacity.quotaEvidence) result.quotaEvidence = capacity.quotaEvidence;
+  }
+}
+
+export function analyzeCapacity(result: ConcurrentBenchmarkResult): CapacityAnalysis {
+  const roundsWithSessions = result.rounds.filter(r => r.sessionsAlive > 0);
+  const sessionCeiling = result.rounds.reduce((max, r) => Math.max(max, r.sessionsAlive), 0);
+  const concurrencyAchieved =
+    roundsWithSessions.length > 0
+      ? roundsWithSessions.reduce((sum, r) => sum + r.sessionsAlive, 0) / roundsWithSessions.length
+      : 0;
+
+  const refusalCounts = new Map<string, number>();
+  for (const round of result.rounds) {
+    for (const session of round.sessions) {
+      if (session.error && QUOTA_REFUSAL.test(session.error)) {
+        const key = session.error.slice(0, MAX_EVIDENCE_LENGTH);
+        refusalCounts.set(key, (refusalCounts.get(key) ?? 0) + 1);
+      }
+    }
+  }
+
+  let quotaEvidence: string | undefined;
+  let mostSeen = 0;
+  for (const [message, count] of refusalCounts) {
+    if (count > mostSeen) {
+      mostSeen = count;
+      quotaEvidence = message;
+    }
+  }
+
+  const latencyRepresentative =
+    concurrencyAchieved >= result.concurrencyLevel * LATENCY_REPRESENTATIVE_RATIO;
+
+  return {
+    sessionCeiling,
+    concurrencyAchieved: Math.round(concurrencyAchieved * 100) / 100,
+    latencyRepresentative,
+    // Gated on sustaining the level rather than on the ceiling: a provider
+    // whose cap equals the level can still touch it for one round and spend
+    // the rest throttled, which is a quota limit even though the ceiling
+    // matches. Conversely a provider that hit a rate limit yet still ran the
+    // full load throughout was not capped by it.
+    quotaLimited: refusalCounts.size > 0 && !latencyRepresentative,
+    ...(quotaEvidence ? { quotaEvidence } : {}),
+  };
+}
diff --git a/benchmarks/browser/concurrent-legacy-results.ts b/benchmarks/browser/concurrent-legacy-results.ts
new file mode 100644
index 00000000..e121fde1
--- /dev/null
+++ b/benchmarks/browser/concurrent-legacy-results.ts
@@ -0,0 +1,70 @@
+import { mkdirSync, copyFileSync } from 'node:fs';
+import path from 'node:path';
+import { summarizeRounds, writeConcurrentResultsJson } from './concurrent-benchmark.js';
+import { computeConcurrentCompositeScores } from './concurrent-scoring.js';
+import {
+  CONCURRENCY_LEVELS,
+  type ConcurrentBenchmarkResult,
+  type RoundResult,
+} from './concurrent-types.js';
+
+/** Every round of the sweep, keyed by provider then concurrency level. */
+export type CollectedRounds = Map<string, Map<number, RoundResult[]>>;
+
+/**
+ * Write one result file per concurrency level, keeping the per-level layout the
+ * merge step and the SVG generators already read:
+ *   results/browser-concurrent/c1/latest.json ... c50/latest.json
+ *
+ * Written from the rounds collected in process rather than from the records
+ * sent to the platform. The task payload carries per-round aggregates only, so
+ * reconstructing a round from it would silently drop every session and action.
+ */
+export async function writeConcurrentSweepResults(
+  collected: CollectedRounds,
+  opts: { resultsRoot: string; timeoutMs: number },
+): Promise<void> {
+  const timestamp = new Date().toISOString().slice(0, 10);
+
+  for (const level of CONCURRENCY_LEVELS) {
+    const results: ConcurrentBenchmarkResult[] = [];
+
+    // Alphabetical, so the file does not reorder when providers finish in a
+    // different order. Rankings are applied by the scoring step, not by this.
+    for (const provider of [...collected.keys()].sort()) {
+      const rounds = collected.get(provider)?.get(level);
+      if (!rounds || rounds.length === 0) continue;
+      const ordered = [...rounds].sort((a, b) => a.roundIndex - b.roundIndex);
+      results.push({
+        provider,
+        mode: 'browser-concurrent' as const,
+        concurrencyLevel: level,
+        rounds: ordered,
+        summary: summarizeRounds(ordered),
+      });
+    }
+
+    // A level with no rounds at all never ran: the run was interrupted before
+    // reaching it. Writing an empty file would overwrite a good result from an
+    // earlier run with one that has nothing in it.
+    if (results.length === 0) {
+      console.log(`No rounds recorded at c${level}; leaving its results untouched.`);
+      continue;
+    }
+
+    computeConcurrentCompositeScores(results);
+
+    const dir = path.join(opts.resultsRoot, `c${level}`);
+    mkdirSync(dir, { recursive: true });
+
+    const outPath = path.join(dir, `${timestamp}.json`);
+    await writeConcurrentResultsJson(results, outPath, {
+      concurrencyLevel: level,
+      timeoutMs: opts.timeoutMs,
+    });
+
+    const latestPath = path.join(dir, 'latest.json');
+    copyFileSync(outPath, latestPath);
+    console.log(`Copied latest: ${latestPath}`);
+  }
+}
diff --git a/benchmarks/browser/concurrent-sampling.test.ts b/benchmarks/browser/concurrent-sampling.test.ts
new file mode 100644
index 00000000..788b84a1
--- /dev/null
+++ b/benchmarks/browser/concurrent-sampling.test.ts
@@ -0,0 +1,294 @@
+/**
+ * Checks on the parts of the concurrency benchmark that no artifact can
+ * exercise: how concurrency is counted, when a level stops looping, and when a
+ * percentile has enough samples to report.
+ *
+ *   pnpm test:browser-concurrent:sampling
+ */
+import assert from 'node:assert/strict';
+import {
+  ConcurrencyTracker,
+  sessionLoopTimes,
+  shouldStartLoop,
+  summarizeRounds,
+} from './concurrent-benchmark.js';
+import {
+  computeConcurrentCompositeScores,
+  computeConcurrentSuccessRate,
+  computeSweepScore,
+  supportedP95,
+} from './concurrent-scoring.js';
+import {
+  ACTIONS_PER_LOOP,
+  CONCURRENCY_LEVELS,
+  LOOPS_PER_LEVEL,
+  SWEEP_WEIGHTS,
+  MIN_SAMPLES_FOR_P95,
+  actionsPerSession,
+  type ActionResult,
+  type ActionType,
+  type ConcurrencyLevel,
+  type ConcurrentBenchmarkResult,
+  type RoundResult,
+  type SessionResult,
+} from './concurrent-types.js';
+
+let failures = 0;
+function check(name: string, fn: () => void): void {
+  try {
+    fn();
+    console.log(`  ok   ${name}`);
+  } catch (error) {
+    failures++;
+    console.error(`  FAIL ${name}: ${error instanceof Error ? error.message : String(error)}`);
+  }
+}
+
+function action(durationMs: number, success = true): ActionResult {
+  return { index: 1, type: 'navigate', durationMs, success, ...(success ? {} : { error: 'boom' }) };
+}
+
+function session(actions: ActionResult[]): SessionResult {
+  const completed = actions.filter((a) => a.success).length;
+  const taskMs = actions.reduce((sum, a) => sum + a.durationMs, 0);
+  return {
+    sessionId: 's',
+    createMs: 1,
+    connectMs: 1,
+    taskMs,
+    actionsCompleted: completed,
+    actionsPerSecond: 1,
+    actions,
+  };
+}
+
+function loopOf(durationMs: number): ActionResult[] {
+  return Array.from({ length: ACTIONS_PER_LOOP }, () => action(durationMs / ACTIONS_PER_LOOP));
+}
+
+function round(sessions: SessionResult[], level: number): RoundResult {
+  return {
+    concurrencyLevel: level,
+    roundIndex: 0,
+    sessionsAttempted: level,
+    sessionsAlive: sessions.length,
+    createMs: 100,
+    connectMs: 100,
+    taskMs: Math.max(...sessions.map((s) => s.taskMs), 0),
+    releaseMs: 10,
+    totalMs: 500,
+    aggregateActionsPerSecond: 1,
+    sessions,
+  };
+}
+
+console.log('ConcurrencyTracker');
+
+check('reports the peak, not the total or the final count', () => {
+  const t = new ConcurrencyTracker();
+  const w = t.watch();
+  const a = t.enter();
+  const b = t.enter();
+  a();
+  b();
+  const c = t.enter();
+  c();
+  assert.equal(w.stop(), 2, 'three entries that never exceeded two at once should peak at two');
+});
+
+check('distinguishes simultaneous from sequential', () => {
+  const together = new ConcurrencyTracker();
+  const w1 = together.watch();
+  const holds = [together.enter(), together.enter(), together.enter()];
+  holds.forEach((release) => release());
+
+  const taking = new ConcurrencyTracker();
+  const w2 = taking.watch();
+  for (let i = 0; i < 3; i++) taking.enter()();
+
+  assert.equal(w1.stop(), 3);
+  assert.equal(w2.stop(), 1, 'sessions taking turns must not look like concurrency');
+});
+
+check('release is idempotent, so a late create cannot double count', () => {
+  const t = new ConcurrencyTracker();
+  const w = t.watch();
+  const release = t.enter();
+  release();
+  release();
+  const second = t.enter();
+  assert.equal(w.stop(), 1);
+  second();
+});
+
+check('a watch inherits what is already in flight', () => {
+  const t = new ConcurrencyTracker();
+  const leaked = t.enter();
+  const w = t.watch();
+  assert.equal(w.stop(), 1, "a round starting with someone else's sessions live must report them");
+  leaked();
+});
+
+check('each watch sees only its own window', () => {
+  const t = new ConcurrencyTracker();
+  const first = t.watch();
+  const a = t.enter();
+  const b = t.enter();
+  a();
+  b();
+  assert.equal(first.stop(), 2);
+  const second = t.watch();
+  const c = t.enter();
+  assert.equal(second.stop(), 1, 'the later window must not inherit the earlier peak');
+  c();
+});
+
+console.log('\nAction budget');
+
+check('the first loop always runs, even past the deadline', () => {
+  assert.equal(shouldStartLoop(0, 10_000, 5_000), true);
+});
+
+check('later loops stop once the budget is spent', () => {
+  assert.equal(shouldStartLoop(1, 4_999, 5_000), true);
+  assert.equal(shouldStartLoop(1, 5_000, 5_000), false);
+  assert.equal(shouldStartLoop(9, 6_000, 5_000), false);
+});
+
+console.log('\nPer-loop samples');
+
+check('a session splits into one sample per loop', () => {
+  const s = session([...loopOf(1_000), ...loopOf(2_000), ...loopOf(3_000)]);
+  assert.deepEqual(sessionLoopTimes(s), [1_000, 2_000, 3_000]);
+});
+
+check('a trailing partial loop is not counted as a loop', () => {
+  const s = session([...loopOf(1_000), action(50)]);
+  assert.deepEqual(sessionLoopTimes(s), [1_000]);
+});
+
+check('the sample count is level x loops', () => {
+  for (const level of [1, 5, 10, 25, 50] as ConcurrencyLevel[]) {
+    const loops = LOOPS_PER_LEVEL[level];
+    const sessions = Array.from({ length: level }, () =>
+      session(Array.from({ length: loops }, () => loopOf(1_000)).flat()),
+    );
+    const summary = summarizeRounds([round(sessions, level)]);
+    assert.equal(
+      summary.loopMs.samples,
+      level * loops,
+      `c${level} should pool ${level * loops} loop samples`,
+    );
+    assert.equal(actionsPerSession(level), loops * ACTIONS_PER_LOOP);
+  }
+});
+
+check('sessions cut off at the action timeout stay out of the samples', () => {
+  const healthy = session(loopOf(1_000));
+  const stalled = session([...loopOf(1_000).slice(0, 9), action(30_000, false)]);
+  const summary = summarizeRounds([round([healthy, stalled], 2)]);
+  assert.equal(summary.loopMs.samples, 1, 'only the healthy session should contribute');
+});
+
+console.log('\nPercentile gates');
+
+check('a p95 below the sample gate is withheld rather than repeated', () => {
+  const sessions = Array.from({ length: MIN_SAMPLES_FOR_P95 - 1 }, () => session(loopOf(1_000)));
+  const summary = summarizeRounds([round(sessions, sessions.length)]);
+  assert.equal(summary.loopMs.samples, MIN_SAMPLES_FOR_P95 - 1);
+  assert.equal(supportedP95(summary.loopMs), null);
+});
+
+check('a p95 at the gate is reported', () => {
+  const sessions = Array.from({ length: MIN_SAMPLES_FOR_P95 }, (_, i) => session(loopOf(1_000 + i * 10)));
+  const summary = summarizeRounds([round(sessions, sessions.length)]);
+  assert.equal(summary.loopMs.samples, MIN_SAMPLES_FOR_P95);
+  assert.notEqual(supportedP95(summary.loopMs), null);
+});
+
+console.log('\nNo partial credit');
+
+check('a session whose browser dies mid-run is a failure, not a partial success', () => {
+  // notte at c1 in run 2026-08-14: 132 of 200 actions succeeded, then every
+  // action failed with "Target page, context or browser has been closed".
+  const actions = Array.from({ length: 200 }, (_, i) => ({
+    index: i + 1,
+    type: 'navigate' as ActionType,
+    durationMs: 500,
+    success: i < 132,
+    ...(i < 132 ? {} : { error: 'Target page, context or browser has been closed' }),
+  }));
+  const died: SessionResult = { ...session(actions), actionsCompleted: 132 };
+  const result = {
+    provider: 'test',
+    concurrencyLevel: 1 as ConcurrencyLevel,
+    rounds: [round([died], 1)],
+    summary: summarizeRounds([round([died], 1)]),
+  } as ConcurrentBenchmarkResult;
+  assert.equal(computeConcurrentSuccessRate(result), 0);
+  computeConcurrentCompositeScores([result]);
+  // The success rate multiplies the composite, so no credit survives for the
+  // 132 actions that did work.
+  assert.equal(result.compositeScore, 0);
+});
+
+check('a session stopped by our own action budget still counts as a success', () => {
+  // Same shape, except every action it attempted succeeded: the harness ended
+  // the work, so this is not the provider failing.
+  const stopped = session(Array.from({ length: 130 }, () => loopOf(500)).flat());
+  const result = {
+    provider: 'test',
+    concurrencyLevel: 1 as ConcurrencyLevel,
+    rounds: [round([stopped], 1)],
+    summary: summarizeRounds([round([stopped], 1)]),
+  } as ConcurrentBenchmarkResult;
+  assert.equal(computeConcurrentSuccessRate(result), 1);
+});
+
+console.log('\nSweep score');
+
+check('the weights cover every level and sum to 1', () => {
+  const total = CONCURRENCY_LEVELS.reduce((sum, level) => sum + SWEEP_WEIGHTS[level], 0);
+  assert.equal(CONCURRENCY_LEVELS.every((level) => SWEEP_WEIGHTS[level] > 0), true);
+  assert.ok(Math.abs(total - 1) < 1e-9, `weights sum to ${total}`);
+});
+
+check('c25 and c50 carry most of the score', () => {
+  assert.ok(SWEEP_WEIGHTS[25] + SWEEP_WEIGHTS[50] >= 0.7);
+  // Monotonic, so a harder level is never worth less than an easier one.
+  for (let i = 1; i < CONCURRENCY_LEVELS.length; i++) {
+    assert.ok(SWEEP_WEIGHTS[CONCURRENCY_LEVELS[i]!] > SWEEP_WEIGHTS[CONCURRENCY_LEVELS[i - 1]!]);
+  }
+});
+
+check('a perfect score at every level is 100', () => {
+  const all = new Map(CONCURRENCY_LEVELS.map((level) => [level, 100]));
+  assert.equal(computeSweepScore(all), 100);
+});
+
+check('a missing level costs its weight instead of being renormalised away', () => {
+  const noFifty = new Map<number, number | undefined>(
+    CONCURRENCY_LEVELS.filter((level) => level !== 50).map((level) => [level, 100]),
+  );
+  // Renormalising over the four levels that ran would score this 100.
+  assert.equal(computeSweepScore(noFifty), 60);
+});
+
+check('an explicit zero and an absent level cost the same', () => {
+  const zeroed = new Map<number, number | undefined>(
+    CONCURRENCY_LEVELS.map((level) => [level, level === 50 ? 0 : 100]),
+  );
+  const absent = new Map<number, number | undefined>(
+    CONCURRENCY_LEVELS.filter((level) => level !== 50).map((level) => [level, 100]),
+  );
+  assert.equal(computeSweepScore(zeroed), computeSweepScore(absent));
+});
+
+check('holding up beats being quick then collapsing', () => {
+  const collapses = new Map<number, number | undefined>([[1, 95], [5, 95], [10, 90], [25, 30], [50, 10]]);
+  const holds = new Map<number, number | undefined>([[1, 70], [5, 70], [10, 70], [25, 70], [50, 70]]);
+  assert.ok(computeSweepScore(holds) > computeSweepScore(collapses));
+});
+
+console.log(failures === 0 ? '\nall checks passed' : `\n${failures} check(s) failed`);
+process.exit(failures === 0 ? 0 : 1);
diff --git a/benchmarks/browser/concurrent-scoring.ts b/benchmarks/browser/concurrent-scoring.ts
new file mode 100644
index 00000000..7b81e304
--- /dev/null
+++ b/benchmarks/browser/concurrent-scoring.ts
@@ -0,0 +1,162 @@
+import { analyzeCapacity } from './concurrent-capacity.js';
+import {
+  CONCURRENCY_LEVELS,
+  MIN_SAMPLES_FOR_P95,
+  SWEEP_WEIGHTS,
+  type ConcurrentBenchmarkResult,
+  type ConcurrentStatsTriple,
+} from './concurrent-types.js';
+
+export interface ConcurrentScoringWeights {
+  createMedian: number;
+  taskMedian: number;
+  taskP95: number;
+  screenshotMedian: number;
+  perSessionApsMedian: number;
+}
+
+export const DEFAULT_CONCURRENT_WEIGHTS: ConcurrentScoringWeights = {
+  createMedian: 0.30,        // provisioning under load
+  taskMedian: 0.25,          // per-round task time under load
+  taskP95: 0.20,             // tail consistency under load
+  screenshotMedian: 0.15,    // vision-agent proxy under load
+  perSessionApsMedian: 0.10, // per-session throughput under load
+};
+
+/** Linear score for actions/sec — 10 actions/sec saturates at 100. */
+const APS_CEILING = 10;
+/** Latency ceiling in ms — anything >= this scores 0. */
+const LATENCY_CEILING_MS = 30_000;
+
+function scoreThroughput(actionsPerSecond: number): number {
+  if (!Number.isFinite(actionsPerSecond) || actionsPerSecond <= 0) return 0;
+  return Math.max(0, Math.min(100, 100 * (actionsPerSecond / APS_CEILING)));
+}
+
+function scoreLatency(valueMs: number): number {
+  if (!Number.isFinite(valueMs)) return 0;
+  return Math.max(0, 100 * (1 - valueMs / LATENCY_CEILING_MS));
+}
+
+/**
+ * One score per provider across the whole sweep, weighted by SWEEP_WEIGHTS.
+ *
+ * A level with no result scores zero and keeps its weight. Renormalising over
+ * the levels that did run would mean failing at c50 removes the hardest test
+ * from the denominator, so a provider capped at 25 sessions would be scored as
+ * though 25 were all it was ever asked for. Not running a level has to cost its
+ * weight.
+ */
+export function computeSweepScore(scoreByLevel: Map<number, number | undefined>): number {
+  let total = 0;
+  for (const level of CONCURRENCY_LEVELS) {
+    total += SWEEP_WEIGHTS[level] * (scoreByLevel.get(level) ?? 0);
+  }
+  return Math.round(total * 100) / 100;
+}
+
+/**
+ * The p95, or null when too few samples stand behind it. An absent count means
+ * the artifact predates sample tracking, and an unknown sample size cannot
+ * support the claim either.
+ */
+export function supportedP95(stats: ConcurrentStatsTriple): number | null {
+  if (stats.samples === undefined || stats.samples < MIN_SAMPLES_FOR_P95) return null;
+  return stats.p95;
+}
+
+/**
+ * Compute the success rate for a concurrent benchmark result (0 to 1).
+ *
+ * A session counts as successful iff every action it attempted succeeded, and
+ * it attempted at least one. Comparing against a fixed total would misread a
+ * session that stopped early because the level ran out of its action budget:
+ * that is the harness ending the work, not the provider failing it. Partial
+ * completions still contribute timing data but are not counted as successes.
+ *
+ * The denominator is the number of sessions *attempted*, not the number
+ * recorded. A round where the provider refused every session records no
+ * sessions at all, so counting recorded sessions would make wholesale failures
+ * invisible and let a provider that served 10 of 50 sessions report 100%.
+ */
+export function computeConcurrentSuccessRate(result: ConcurrentBenchmarkResult): number {
+  if (result.skipped || result.rounds.length === 0) return 0;
+  let attempted = 0;
+  let fullySuccessful = 0;
+  for (const round of result.rounds) {
+    attempted += round.sessionsAttempted || round.sessions.length;
+    for (const session of round.sessions) {
+      const attemptedActions = session.actions.length;
+      if (!session.error && attemptedActions > 0 && session.actionsCompleted === attemptedActions) {
+        fullySuccessful++;
+      }
+    }
+  }
+  return attempted > 0 ? fullySuccessful / attempted : 0;
+}
+
+function computeConcurrentScore(
+  result: ConcurrentBenchmarkResult,
+  weights: ConcurrentScoringWeights = DEFAULT_CONCURRENT_WEIGHTS,
+): number {
+  const screenshotMedian = result.summary.perActionType.screenshot?.median ?? 0;
+  // Per-loop rather than per-round: a level's action phase covers as many loops
+  // as that level runs, so round wall clocks are not comparable between levels.
+  // Artifacts written before loopMs existed ran one loop per session, where the
+  // round wall clock was the same measurement, so they still score.
+  const loop = result.summary.loopMs ?? result.summary.taskMs;
+  return (
+    weights.createMedian * scoreLatency(result.summary.createMs.median) +
+    weights.taskMedian * scoreLatency(loop.median) +
+    // A p95 the sample count cannot support is the median again, so scoring it
+    // would weight one measurement twice instead of rewarding a tight tail.
+    weights.taskP95 * scoreLatency(supportedP95(loop) ?? loop.median) +
+    weights.screenshotMedian * scoreLatency(screenshotMedian) +
+    weights.perSessionApsMedian * scoreThroughput(result.summary.perSessionActionsPerSecond.median)
+  );
+}
+
+/**
+ * Compute composite scores for all concurrent results and attach them.
+ *
+ * Formula: compositeScore = concurrentScore × successRate
+ */
+export function computeConcurrentCompositeScores(
+  results: ConcurrentBenchmarkResult[],
+  weights: ConcurrentScoringWeights = DEFAULT_CONCURRENT_WEIGHTS,
+): void {
+  for (const result of results) {
+    const successRate = computeConcurrentSuccessRate(result);
+    result.successRate = successRate;
+
+    const capacity = analyzeCapacity(result);
+    result.sessionCeiling = capacity.sessionCeiling;
+    result.concurrencyAchieved = capacity.concurrencyAchieved;
+    result.latencyRepresentative = capacity.latencyRepresentative;
+    result.quotaLimited = capacity.quotaLimited;
+    if (capacity.quotaEvidence) result.quotaEvidence = capacity.quotaEvidence;
+
+    if (result.skipped || successRate === 0) {
+      result.compositeScore = 0;
+      continue;
+    }
+
+    const baseScore = computeConcurrentScore(result, weights);
+    result.compositeScore = Math.round(baseScore * successRate * 100) / 100;
+  }
+}
+
+/**
+ * Sort concurrent benchmark results by composite score (highest first).
+ * Skipped providers are always last.
+ */
+export function sortConcurrentByCompositeScore(
+  results: ConcurrentBenchmarkResult[],
+): ConcurrentBenchmarkResult[] {
+  return [...results].sort((a, b) => {
+    if (a.skipped && !b.skipped) return 1;
+    if (!a.skipped && b.skipped) return -1;
+    if (a.skipped && b.skipped) return 0;
+    return (b.compositeScore ?? 0) - (a.compositeScore ?? 0);
+  });
+}
diff --git a/benchmarks/browser/concurrent-types.ts b/benchmarks/browser/concurrent-types.ts
new file mode 100644
index 00000000..b827ece2
--- /dev/null
+++ b/benchmarks/browser/concurrent-types.ts
@@ -0,0 +1,337 @@
+/**
+ * Types for the browser concurrent sessions benchmark.
+ *
+ * Each "round" creates N browser sessions in parallel, waits for all to be
+ * alive + connected (barrier), runs a fixed 10-action loop on every session
+ * simultaneously, then releases all. N is the concurrency level, and each level
+ * is one phase of the run: the level's task runs every round at that level, so
+ * ROUNDS_PER_LEVEL fixes the round count and `--levels` picks which levels run.
+ *
+ * Results are organized by concurrency level, mirroring the storage
+ * benchmark's per-file-size directories:
+ *
+ *   results/browser-concurrent/c1/latest.json   (baseline, 1 session at a time)
+ *   results/browser-concurrent/c5/latest.json   (5 sessions concurrently)
+ *   results/browser-concurrent/c10/latest.json  (10 sessions concurrently)
+ *   results/browser-concurrent/c25/latest.json  (25 sessions concurrently)
+ *   results/browser-concurrent/c50/latest.json  (50 sessions concurrently)
+ */
+
+/** Number of discrete actions in one loop (matches throughput benchmark). */
+export const ACTIONS_PER_LOOP = 10;
+
+/**
+ * Loops each session repeats, per level.
+ *
+ * The comparable unit across levels is one loop: ten actions on one session
+ * while `level` sessions run concurrently. Sample count is therefore
+ * `level x loops`, and with one loop everywhere the cheap levels were left with
+ * far too few: c1 produced a single session and ten actions, so its success
+ * rate could only be 0% or 100% and its latency had no distribution at all.
+ *
+ * Repeating loops inside the session buys samples without asking the provider
+ * for more browsers, which is the expensive part. These counts even the sample
+ * budget out at roughly 20-50 loops per level.
+ */
+export const LOOPS_PER_LEVEL: Record<ConcurrencyLevel, number> = {
+  1: 20,
+  5: 4,
+  10: 2,
+  25: 1,
+  50: 1,
+};
+
+/** Actions one session runs at a level, when it completes every loop. */
+export function actionsPerSession(level: ConcurrencyLevel): number {
+  return LOOPS_PER_LEVEL[level] * ACTIONS_PER_LOOP;
+}
+
+/**
+ * Wall-clock ceiling on a level's action phase. A session checks it between
+ * loops, so every session stops at the same loop boundary and the level keeps
+ * its concurrency while it runs. Without it a slow provider would spend hours
+ * on c1: notte averaged 3.6s per action, which is 12 minutes for 20 loops.
+ * Levels cut short report fewer samples, which the percentile gates then
+ * account for.
+ */
+export const LEVEL_ACTION_BUDGET_MS = (() => {
+  const raw = process.env.CONCURRENT_LEVEL_ACTION_BUDGET_MS;
+  if (raw === undefined) return 240_000;
+  const value = Number(raw);
+  if (!Number.isFinite(value) || value <= 0) {
+    throw new Error(`CONCURRENT_LEVEL_ACTION_BUDGET_MS must be a positive number (got ${raw})`);
+  }
+  return value;
+})();
+
+/**
+ * How much each level contributes to the sweep score.
+ *
+ * Weighted toward the levels that actually stress a provider: c25 and c50 carry
+ * 70% between them, while the cheap levels still count for something, since a
+ * provider that is slow at c1 is slow everywhere. Equal weighting ranked a
+ * provider capped at 10 sessions fifth of seven on the strength of cells that
+ * barely test anything, and put a provider that degrades at c50 ahead of one
+ * that holds.
+ */
+export const SWEEP_WEIGHTS: Record<ConcurrencyLevel, number> = {
+  1: 0.05,
+  5: 0.10,
+  10: 0.15,
+  25: 0.30,
+  50: 0.40,
+};
+
+/**
+ * Samples a percentile needs before it means anything. Below the p95 gate the
+ * value is indistinguishable from the median, so reporting it claims knowledge
+ * the run does not have.
+ */
+export const MIN_SAMPLES_FOR_P95 = 20;
+export const MIN_SAMPLES_FOR_P99 = 100;
+
+/**
+ * Per-action timeout. Shared so the summarizer can recognise an action that was
+ * cut off at the limit rather than measured, and leave it out of latency stats.
+ */
+export const ACTION_TIMEOUT_MS = 30_000;
+
+export type ActionType = 'navigate' | 'waitForSelector' | 'screenshot' | 'textContent' | 'click' | 'goBack';
+
+export const ACTION_TYPES: ActionType[] = [
+  'navigate',
+  'waitForSelector',
+  'screenshot',
+  'textContent',
+  'click',
+  'goBack',
+];
+
+/** Concurrency levels sweeped for the degradation curve. */
+export const CONCURRENCY_LEVELS = [1, 5, 10, 25, 50] as const;
+export type ConcurrencyLevel = (typeof CONCURRENCY_LEVELS)[number];
+
+/**
+ * Barrier rounds run at each level. One task per level means the level's task
+ * runs all of its rounds, so these counts live here rather than in the
+ * workflow.
+ *
+ * One round each: a level's sessions are the sample. c50 pools 50 sessions and
+ * 500 actions from a single round, which is what the per-session and
+ * per-action stats are built from. The round-level wall clocks (create, connect,
+ * task, release) get one observation per level as a consequence, so their median
+ * and p95 are the same number — see CONCURRENT_ROUNDS_PER_LEVEL to raise this
+ * locally, and keep any override at 25 or below, since each round reports four
+ * steps against a 100-step limit per task record.
+ */
+export const ROUNDS_PER_LEVEL: Record<ConcurrencyLevel, number> = {
+  1: 1,
+  5: 1,
+  10: 1,
+  25: 1,
+  50: 1,
+};
+
+/** Phase name for a level. Each level is one phase, so records carry `c25`. */
+export function phaseNameForLevel(level: number): string {
+  return `c${level}`;
+}
+
+/**
+ * Level a phase name refers to.
+ *
+ * The level is read back from the phase rather than from the task index,
+ * because the index is positional: running a subset would otherwise map task 0
+ * to c1 no matter which level was actually asked for.
+ */
+export function levelFromPhaseName(phase: string | undefined): ConcurrencyLevel | undefined {
+  return CONCURRENCY_LEVELS.find((level) => phaseNameForLevel(level) === phase);
+}
+
+/** Parses a `--levels 1,5` value into levels, or reports what was wrong. */
+export function parseLevels(raw: string | undefined): {
+  levels: ConcurrencyLevel[];
+  error?: string;
+} {
+  if (!raw) return { levels: [...CONCURRENCY_LEVELS] };
+  const requested = raw.split(',').map((part) => part.trim()).filter(Boolean);
+  const unknown = requested.filter(
+    (part) => !CONCURRENCY_LEVELS.some((level) => String(level) === part),
+  );
+  if (requested.length === 0 || unknown.length > 0) {
+    return {
+      levels: [],
+      error:
+        `Invalid --levels "${raw}"` +
+        (unknown.length > 0 ? `: unknown level(s) ${unknown.join(', ')}` : '') +
+        `. Choose from ${CONCURRENCY_LEVELS.join(', ')}.`,
+    };
+  }
+  // Ascending regardless of the order given, so the sweep always climbs and the
+  // cooldown between levels is never asked to shed a bigger level into a
+  // smaller one.
+  return {
+    levels: CONCURRENCY_LEVELS.filter((level) => requested.includes(String(level))),
+  };
+}
+
+export interface ActionResult {
+  /** 1-based index of the action within the session (1-10) */
+  index: number;
+  type: ActionType;
+  durationMs: number;
+  success: boolean;
+  error?: string;
+}
+
+/** Per-session timing data collected during one barrier round. */
+export interface SessionResult {
+  /** Provider session ID */
+  sessionId: string;
+  /** Time to create this session in ms (parallel with N-1 others) */
+  createMs: number;
+  /** Time to CDP-connect this session in ms */
+  connectMs: number;
+  /** Sum of action durations for this session */
+  taskMs: number;
+  /** How many of 10 actions succeeded */
+  actionsCompleted: number;
+  /** actionsCompleted / (taskMs / 1000) */
+  actionsPerSecond: number;
+  /** Per-action results, in order */
+  actions: ActionResult[];
+  /** Error message if this session failed before actions */
+  error?: string;
+}
+
+/** Per-round (one barrier protocol execution) timing data. */
+export interface RoundResult {
+  /** Sessions held open simultaneously during this round. */
+  concurrencyLevel: number;
+  /** Position of this round within its level, from 0. */
+  roundIndex: number;
+  /** How many sessions were attempted (= concurrency level) */
+  sessionsAttempted: number;
+  /** How many sessions survived create + connect */
+  sessionsAlive: number;
+  /** Wall clock to create all N sessions in parallel */
+  createMs: number;
+  /** Wall clock to CDP-connect all N sessions in parallel */
+  connectMs: number;
+  /** Wall clock for all N action loops to complete in parallel */
+  taskMs: number;
+  /** Wall clock to release all N sessions in parallel */
+  releaseMs: number;
+  /** Total round wall clock */
+  totalMs: number;
+  /** Aggregate actions/sec across all N sessions */
+  aggregateActionsPerSecond: number;
+  /** Per-session results */
+  sessions: SessionResult[];
+  /** Error message if the entire round failed */
+  error?: string;
+  /** True when no session survived create + connect, so the round produced no timings. */
+  roundFailed?: boolean;
+  /**
+   * Highest number of sessions this round held on the provider at once, counted
+   * from create to destroy. It is measured rather than assumed: a level that
+   * overlapped its neighbour would report more than sessionsAttempted here,
+   * which is how a c1 level once ran against 91 live sessions unnoticed.
+   */
+  maxLiveSessions?: number;
+  /**
+   * Highest number of sessions running actions simultaneously. This is the
+   * number the level claims to test, so a c50 round that never reaches 50 did
+   * not exercise the concurrency it reports.
+   */
+  maxConcurrentActions?: number;
+  /** Loops each session was asked to run, before any budget cutoff. */
+  loopsPerSession?: number;
+  /**
+   * True when at least one action hit the per-action timeout. Those actions were
+   * cut off at the limit rather than measured, so the round's action wall clock
+   * is censored and the summarizer rebuilds it from the unaffected sessions.
+   */
+  actionTimedOut?: boolean;
+  /**
+   * True when at least one create hit the timeout. The parallel create wall
+   * clock is then censored by the timeout rather than measured, so it is
+   * excluded from latency stats and counted only as a failure.
+   */
+  createTimedOut?: boolean;
+}
+
+export interface ConcurrentStatsTriple {
+  median: number;
+  p95: number;
+  p99: number;
+  /**
+   * Observations behind the numbers above. Consumers compare it against
+   * MIN_SAMPLES_FOR_P95 / MIN_SAMPLES_FOR_P99 and withhold what it cannot
+   * support, rather than printing the median three times over.
+   */
+  samples?: number;
+}
+
+export interface ConcurrentStats {
+  /** Sessions alive per round */
+  sessionsAlive: ConcurrentStatsTriple;
+  /** Parallel create wall clock */
+  createMs: ConcurrentStatsTriple;
+  /** Parallel connect wall clock */
+  connectMs: ConcurrentStatsTriple;
+  /** Parallel action loop wall clock, for the whole action phase of a round */
+  taskMs: ConcurrentStatsTriple;
+  /**
+   * One session's time for one ten-action loop, pooled over every session and
+   * loop in the level. This is the latency metric that compares across levels:
+   * taskMs covers a whole action phase, so a level running 20 loops is not
+   * comparable to one running 1.
+   */
+  loopMs: ConcurrentStatsTriple;
+  /** Aggregate actions/sec across all sessions */
+  actionsPerSecond: ConcurrentStatsTriple;
+  /** Per-session actions/sec (the degradation signal) */
+  perSessionActionsPerSecond: ConcurrentStatsTriple;
+  /** Per-action-type stats, aggregated across all sessions in all rounds */
+  perActionType: Record<ActionType, ConcurrentStatsTriple>;
+}
+
+export interface ConcurrentBenchmarkResult {
+  provider: string;
+  mode: 'browser-concurrent';
+  /** Concurrency level (N sessions per round) */
+  concurrencyLevel: number;
+  /** Barrier rounds executed */
+  rounds: RoundResult[];
+  summary: ConcurrentStats;
+  /** Composite weighted score (0-100, higher = better). Computed post-benchmark. */
+  compositeScore?: number;
+  /** Success rate as a fraction (0 to 1). Computed post-benchmark. */
+  successRate?: number;
+  /** Most sessions run at once in any round. Computed post-benchmark. */
+  sessionCeiling?: number;
+  /** Concurrency the latency samples actually experienced. Computed post-benchmark. */
+  concurrencyAchieved?: number;
+  /**
+   * False when the provider never sustained the requested concurrency, so its
+   * latency describes a smaller experiment and must not be charted alongside
+   * providers that ran the full load.
+   */
+  latencyRepresentative?: boolean;
+  /** True when an account limit, not capacity, kept the level out of reach. */
+  quotaLimited?: boolean;
+  /** The provider's own limit message, for attribution. */
+  quotaEvidence?: string;
+  skipped?: boolean;
+  skipReason?: string;
+}
+
+export interface ConcurrentProviderConfig {
+  name: string;
+  iterations?: number;
+  timeout?: number;
+  requiredEnvVars: string[];
+  createBrowserProvider: () => any;
+  sessionCreateOptions?: Record<string, unknown>;
+}
diff --git a/benchmarks/browser/generate-concurrent-svg.ts b/benchmarks/browser/generate-concurrent-svg.ts
new file mode 100644
index 00000000..9b2ba554
--- /dev/null
+++ b/benchmarks/browser/generate-concurrent-svg.ts
@@ -0,0 +1,498 @@
+/**
+ * SVG generator for the browser concurrent sessions benchmark.
+ *
+ * Produces two SVGs:
+ * 1. browser-concurrent.svg — ranked leaderboard table from the highest
+ *    available concurrency level (like the throughput benchmark's SVG).
+ * 2. browser-concurrent-degradation.svg — multi-line chart showing median
+ *    per-action latency vs. concurrency level for each provider (the
+ *    degradation curve). Requires results from multiple concurrency levels.
+ *
+ *   tsx benchmarks/browser/generate-concurrent-svg.ts
+ *   tsx benchmarks/browser/generate-concurrent-svg.ts --action-type screenshot
+ */
+import fs from 'fs';
+import path from 'path';
+import { fileURLToPath } from 'url';
+import {
+  CONCURRENCY_LEVELS,
+  type ActionType,
+  type ConcurrentBenchmarkResult,
+} from './concurrent-types.js';
+import {
+  computeConcurrentCompositeScores,
+  sortConcurrentByCompositeScore,
+  supportedP95,
+} from './concurrent-scoring.js';
+import { ensureCapacityFields } from './concurrent-capacity.js';
+
+const __dirname = path.dirname(fileURLToPath(import.meta.url));
+const ROOT = path.resolve(__dirname, '../..');
+const RESULTS_DIR = path.join(ROOT, 'results', 'browser-concurrent');
+
+const LOGO_C_PATH = `M1036.26,1002.28h237.87l-.93,19.09c-8.38,110.32-49.81,198.3-123.82,262.07-73.09,63.31-170.84,95.43-290.48,95.43-130.81,0-235.55-44.69-311.43-133.6-74.48-87.98-112.65-209.48-112.65-361.23v-60.51c0-96.83,17.7-183.41,51.68-257.43,34.91-74.95,85.19-133.61,149.89-173.63,64.7-40.04,140.12-60.52,225.3-60.52,117.77,0,214.13,32.12,286.29,95.9,72.62,63.3,114.98,153.61,126.15,267.67l1.86,19.08h-238.34l-.93-15.83c-4.65-59.11-20.95-101.94-47.95-127.08-27-25.6-69.83-38.17-127.08-38.17-61.91,0-107.06,20.95-137.33,65.17-31.65,45.15-47.94,117.77-48.87,215.53v74.48c0,102.41,15.36,177.83,45.62,223.91,28.86,44.22,74.01,65.63,137.79,65.63,58.19,0,101.48-12.57,128.95-38.17,26.99-25.14,43.29-66.1,47.48-121.5l.93-16.3Z`;
+
+interface ResultFile {
+  version: string;
+  timestamp: string;
+  results: ConcurrentBenchmarkResult[];
+  config: { concurrencyLevel?: number };
+}
+
+// ── CLI args ────────────────────────────────────────────────────────────────
+const args = process.argv.slice(2);
+function getArgValue(flag: string): string | undefined {
+  const idx = args.indexOf(flag);
+  return idx !== -1 && idx + 1 < args.length ? args[idx + 1] : undefined;
+}
+const actionTypeArg = (getArgValue('--action-type') ?? 'screenshot') as ActionType;
+
+// ── Helpers ──────────────────────────────────────────────────────────────────
+/** Provider limit messages carry `&`, `<` and quotes; unescaped they break the SVG. */
+function escapeXml(s: string): string {
+  return s
+    .replace(/&/g, '&amp;')
+    .replace(/</g, '&lt;')
+    .replace(/>/g, '&gt;')
+    .replace(/"/g, '&quot;');
+}
+
+function formatProviderName(s: string): string {
+  return s.charAt(0).toUpperCase() + s.slice(1);
+}
+
+function formatMs(ms: number): string {
+  return `${Math.round(ms)}ms`;
+}
+
+function formatSeconds(ms: number): string {
+  return (ms / 1000).toFixed(2) + 's';
+}
+
+// ── Find the highest available concurrency level ────────────────────────────
+function findHighestLevel(): number {
+  let highest = 0;
+  for (const level of CONCURRENCY_LEVELS) {
+    const p = path.join(RESULTS_DIR, `c${level}`, 'latest.json');
+    if (fs.existsSync(p)) highest = level;
+  }
+  return highest;
+}
+
+// ── Leaderboard SVG (from highest concurrency level) ─────────────────────────
+function generateLeaderboardSVG(
+  results: ConcurrentBenchmarkResult[],
+  timestamp: string,
+  concurrencyLevel: number,
+): string {
+  if (!results.every(r => r.compositeScore !== undefined)) {
+    computeConcurrentCompositeScores(results);
+  }
+  ensureCapacityFields(results);
+
+  const sorted = sortConcurrentByCompositeScore(results).filter(r => !r.skipped);
+
+  const withheld = sorted.filter(r => r.latencyRepresentative === false);
+  const quotaCapped = sorted.filter(r => r.quotaLimited);
+  const footerLines = [
+    `Each round creates ${concurrencyLevel} sessions in parallel, holds all alive (barrier), runs 10 actions on each simultaneously, then releases all. Lower latency is better.`,
+  ];
+  if (withheld.length > 0) {
+    footerLines.push(
+      `-- latency withheld, load not sustained: ${withheld
+        .map(r => `${formatProviderName(r.provider)} held ${Math.round(r.concurrencyAchieved ?? 0)}/${concurrencyLevel}`)
+        .join(', ')}. Timings taken while most of the load was refused are not comparable.`,
+    );
+  }
+  if (quotaCapped.length > 0) {
+    footerLines.push(
+      `* capped by an account limit rather than capacity: ${quotaCapped
+        .map(r => formatProviderName(r.provider))
+        .join(', ')}.`,
+    );
+  }
+
+  const rowHeight = 44;
+  const headerHeight = 110;
+  const tableHeaderHeight = 44;
+  const padding = 24;
+  const width = 1280;
+  const tableTop = headerHeight + padding;
+  const tableBottom = tableTop + tableHeaderHeight + (sorted.length * rowHeight);
+  const height = tableBottom + padding + 30 + 20 + (footerLines.length - 1) * 14;
+
+  const cols = {
+    rank: 40,
+    provider: 80,
+    score: 240,
+    create: 360,
+    task: 500,
+    taskP95: 640,
+    screenshot: 780,
+    aps: 920,
+    alive: 1060,
+    status: 1180,
+  };
+
+  const title = 'Browser Concurrent Sessions Benchmarks';
+  const subtitle = `${concurrencyLevel} concurrent sessions per round — barrier-protocol (all sessions alive before actions)`;
+
+  let svg = `<svg xmlns="http://www.w3.org/2000/svg" xmlns:xlink="http://www.w3.org/1999/xlink" width="${width}" height="${height}" viewBox="0 0 ${width} ${height}">
+  <defs>
+    <linearGradient id="headerGrad" x1="0%" y1="0%" x2="100%" y2="100%">
+      <stop offset="0%" style="stop-color:#f6f8fa;stop-opacity:1" />
+      <stop offset="100%" style="stop-color:#ffffff;stop-opacity:1" />
+    </linearGradient>
+  </defs>
+  <style>
+    .bg { fill: #ffffff; }
+    .header-bg { fill: url(#headerGrad); }
+    .table-header-bg { fill: #f6f8fa; }
+    .table-header { font: 600 12px 'Inter', 'SF Pro Display', -apple-system, BlinkMacSystemFont, 'Segoe UI', Roboto, Helvetica, Arial, sans-serif; fill: #57606a; text-transform: uppercase; letter-spacing: 0.5px; }
+    .row { font: 14px 'Inter', 'SF Pro Display', -apple-system, BlinkMacSystemFont, 'Segoe UI', Roboto, Helvetica, Arial, sans-serif; fill: #24292f; }
+    .rank { font-weight: 700; fill: #57606a; }
+    .rank-1 { fill: #d4a000; }
+    .rank-2 { fill: #8a8a8a; }
+    .rank-3 { fill: #a0522d; }
+    .provider { font-weight: 600; fill: #0969da; }
+    .total { font-weight: 700; font-size: 15px; }
+    .fast { fill: #1a7f37; }
+    .medium { fill: #9a6700; }
+    .slow { fill: #cf222e; }
+    .status { fill: #57606a; }
+    .divider { stroke: #d0d7de; stroke-width: 1; }
+    .timestamp { font: 11px 'Inter', 'SF Pro Display', -apple-system, BlinkMacSystemFont, 'Segoe UI', Roboto, Helvetica, Arial, sans-serif; fill: #57606a; }
+    .title { font: bold 28px 'Inter', 'SF Pro Display', -apple-system, BlinkMacSystemFont, 'Segoe UI', Roboto, Helvetica, Arial, sans-serif; fill: #24292f; }
+    .subtitle { font: 14px 'Inter', 'SF Pro Display', -apple-system, BlinkMacSystemFont, 'Segoe UI', Roboto, Helvetica, Arial, sans-serif; fill: #57606a; }
+  </style>
+
+  <rect class="bg" width="${width}" height="${height}"/>
+
+  <g transform="translate(${padding}, 24)">
+    <rect width="60" height="60" fill="#000000"/>
+    <g transform="scale(0.035) translate(0, 0)">
+      <path fill="#ffffff" d="${LOGO_C_PATH}"/>
+    </g>
+  </g>
+
+  <text class="title" x="${padding + 76}" y="55">${title}</text>
+  <text class="subtitle" x="${padding + 76}" y="78">${subtitle}</text>
+
+  <rect class="table-header-bg" y="${tableTop}" width="${width}" height="${tableHeaderHeight}"/>
+
+  <text class="table-header" x="${cols.rank}" y="${tableTop + 28}">#</text>
+  <text class="table-header" x="${cols.provider}" y="${tableTop + 28}">Provider</text>
+  <text class="table-header" x="${cols.score}" y="${tableTop + 28}">Score</text>
+  <text class="table-header" x="${cols.create}" y="${tableTop + 28}">Create (med)</text>
+  <text class="table-header" x="${cols.task}" y="${tableTop + 28}">Loop (med)</text>
+  <text class="table-header" x="${cols.taskP95}" y="${tableTop + 28}">Loop (p95)</text>
+  <text class="table-header" x="${cols.screenshot}" y="${tableTop + 28}">Screenshot</text>
+  <text class="table-header" x="${cols.aps}" y="${tableTop + 28}">Per-sess APS</text>
+  <text class="table-header" x="${cols.alive}" y="${tableTop + 28}">Alive</text>
+  <text class="table-header" x="${cols.status}" y="${tableTop + 28}">Success</text>
+`;
+
+  sorted.forEach((r, i) => {
+    const y = tableTop + tableHeaderHeight + (i * rowHeight) + 30;
+    const rank = i + 1;
+    const createMed = r.summary.createMs.median;
+    // Per-loop, the unit that compares across levels.
+    const loop = r.summary.loopMs;
+    const taskMed = loop?.median ?? null;
+    const taskP95 = loop ? supportedP95(loop) : null;
+    const screenshotMed = r.summary.perActionType.screenshot?.median ?? 0;
+    const perSessionAps = r.summary.perSessionActionsPerSecond.median;
+    const aliveMed = r.summary.sessionsAlive.median;
+
+    // Count successful sessions across all rounds
+    let totalSessions = 0;
+    let fullSuccess = 0;
+    for (const round of r.rounds) {
+      for (const session of round.sessions) {
+        totalSessions++;
+        const attempted = session.actions.length;
+        if (!session.error && attempted > 0 && session.actionsCompleted === attempted) fullSuccess++;
+      }
+    }
+    const allFailed = fullSuccess === 0;
+    // Latency measured while most of the load was refused describes a smaller
+    // experiment than the one requested, so it is withheld rather than shown
+    // next to providers that ran the full level.
+    const hideLatency = allFailed || r.latencyRepresentative === false;
+    const score = r.compositeScore !== undefined ? r.compositeScore.toFixed(1) : '--';
+
+    let speedClass = hideLatency ? 'slow' : 'fast';
+    if (!hideLatency && perSessionAps < 1.0) speedClass = 'slow';
+    else if (!hideLatency && perSessionAps < 2.5) speedClass = 'medium';
+
+    let rankClass = 'rank';
+    if (rank === 1) rankClass = 'rank rank-1';
+    else if (rank === 2) rankClass = 'rank rank-2';
+    else if (rank === 3) rankClass = 'rank rank-3';
+
+    // Attempted sessions, not recorded ones: a round the provider refused
+    // outright records nothing, so recorded-session denominators hide it.
+    const successPct =
+      r.successRate !== undefined
+        ? (r.successRate * 100).toFixed(0)
+        : totalSessions > 0
+          ? ((fullSuccess / totalSessions) * 100).toFixed(0)
+          : '0';
+    // The sustained figure, not the best round: a provider that touched the
+    // full level once and spent the rest throttled would otherwise report the
+    // peak as if it were typical.
+    const sustained = r.concurrencyAchieved !== undefined ? Math.round(r.concurrencyAchieved) : aliveMed;
+
+    svg += `
+  <text class="${rankClass}" x="${cols.rank}" y="${y}">${rank}</text>
+  <text class="row provider" x="${cols.provider}" y="${y}">${formatProviderName(r.provider)}</text>
+  <text class="row total" x="${cols.score}" y="${y}">${score}</text>
+  <text class="row total ${speedClass}" x="${cols.create}" y="${y}">${hideLatency ? '--' : formatSeconds(createMed)}</text>
+  <text class="row" x="${cols.task}" y="${y}">${hideLatency || taskMed === null ? '--' : formatSeconds(taskMed)}</text>
+  <text class="row" x="${cols.taskP95}" y="${y}">${hideLatency || taskP95 === null ? '--' : formatSeconds(taskP95)}</text>
+  <text class="row" x="${cols.screenshot}" y="${y}">${hideLatency ? '--' : formatMs(screenshotMed)}</text>
+  <text class="row ${speedClass}" x="${cols.aps}" y="${y}">${hideLatency ? '--' : perSessionAps.toFixed(2) + '/s'}</text>
+  <text class="row" x="${cols.alive}" y="${y}">${sustained}/${r.concurrencyLevel}${r.quotaLimited ? ' *' : ''}</text>
+  <text class="row status" x="${cols.status}" y="${y}">${successPct}%</text>
+`;
+
+    if (i < sorted.length - 1) {
+      const lineY = tableTop + tableHeaderHeight + ((i + 1) * rowHeight);
+      svg += `  <line class="divider" x1="${padding}" y1="${lineY}" x2="${width - padding}" y2="${lineY}"/>\n`;
+    }
+  });
+
+  const date = new Date(timestamp).toLocaleDateString('en-US', {
+    year: 'numeric', month: 'short', day: 'numeric',
+    hour: '2-digit', minute: '2-digit', timeZoneName: 'short',
+  });
+
+  const footerTop = height - 14 - (footerLines.length - 1) * 14;
+
+  svg += `
+  <text class="timestamp" x="${width - padding}" y="${footerTop - 14}" text-anchor="end">Last updated: ${date}</text>
+${footerLines
+  .map((line, i) => `  <text class="timestamp" x="${padding}" y="${footerTop + i * 14}">${escapeXml(line)}</text>`)
+  .join('\n')}
+</svg>`;
+
+  return svg;
+}
+
+// ── Degradation curve SVG ───────────────────────────────────────────────────
+const PROVIDER_COLORS: Record<string, string> = {
+  browserbase: '#0969da',
+  steel: '#cf222e',
+  hyperbrowser: '#1a7f37',
+  kernel: '#8250df',
+  notte: '#9a6700',
+  tilion: '#0550ae',
+  browseruse: '#d4a000',
+};
+
+function generateDegradationSVG(
+  dataByLevel: Map<number, ConcurrentBenchmarkResult[]>,
+  actionType: ActionType,
+): string {
+  const levels = CONCURRENCY_LEVELS.filter(l => dataByLevel.has(l));
+  if (levels.length < 2) {
+    console.log('Not enough concurrency levels for a degradation curve (need >= 2)');
+    return '';
+  }
+
+  // Collect all providers that have data at all levels
+  const providerSet = new Set<string>();
+  for (const level of levels) {
+    for (const r of dataByLevel.get(level)!) {
+      if (!r.skipped) providerSet.add(r.provider);
+    }
+  }
+  const providers = [...providerSet].sort();
+
+  const padding = 80;
+  const width = 1000;
+  const chartHeight = 400;
+  const headerHeight = 110;
+  const legendHeight = 40;
+  const height = headerHeight + chartHeight + legendHeight + padding;
+
+  const chartLeft = padding;
+  const chartRight = width - padding;
+  const chartTop = headerHeight;
+  const chartBottom = headerHeight + chartHeight;
+  const chartWidth = chartRight - chartLeft;
+
+  // Find max latency for Y axis scaling
+  // Scaled over charted points only, so a withheld outlier can't stretch the
+  // axis and flatten every line that is actually plotted.
+  let maxLatency = 0;
+  for (const level of levels) {
+    for (const r of dataByLevel.get(level)!) {
+      if (r.skipped || r.latencyRepresentative === false) continue;
+      const med = r.summary.perActionType[actionType]?.median ?? 0;
+      if (med > maxLatency) maxLatency = med;
+    }
+  }
+  // Round up to a nice number
+  const yMax = Math.ceil(maxLatency / 500) * 500 || 1000;
+
+  const xScale = (level: number): number => {
+    const minL = levels[0];
+    const maxL = levels[levels.length - 1];
+    if (maxL === minL) return chartLeft + chartWidth / 2;
+    // Log-ish scale for better spacing at low levels
+    const logMin = Math.log10(minL);
+    const logMax = Math.log10(maxL);
+    const t = (Math.log10(level) - logMin) / (logMax - logMin);
+    return chartLeft + t * chartWidth;
+  };
+
+  const yScale = (ms: number): number => {
+    return chartBottom - (ms / yMax) * chartHeight;
+  };
+
+  const title = 'Browser Concurrent — Degradation Curve';
+  const subtitle = `Median ${actionType} latency vs. concurrent sessions — a line ends at the highest level the provider sustained`;
+
+  let svg = `<svg xmlns="http://www.w3.org/2000/svg" width="${width}" height="${height}" viewBox="0 0 ${width} ${height}">
+  <style>
+    .bg { fill: #ffffff; }
+    .title { font: bold 24px 'Inter', 'SF Pro Display', -apple-system, sans-serif; fill: #24292f; }
+    .subtitle { font: 13px 'Inter', 'SF Pro Display', -apple-system, sans-serif; fill: #57606a; }
+    .axis { font: 11px 'Inter', 'SF Pro Display', -apple-system, sans-serif; fill: #57606a; }
+    .axis-label { font: 600 12px 'Inter', 'SF Pro Display', -apple-system, sans-serif; fill: #24292f; }
+    .grid { stroke: #e1e4e8; stroke-width: 1; stroke-dasharray: 4 4; }
+    .axis-line { stroke: #d0d7de; stroke-width: 1; }
+    .legend { font: 12px 'Inter', 'SF Pro Display', -apple-system, sans-serif; fill: #24292f; }
+  </style>
+  <rect class="bg" width="${width}" height="${height}"/>
+
+  <text class="title" x="${padding}" y="40">${title}</text>
+  <text class="subtitle" x="${padding}" y="62">${subtitle}</text>
+`;
+
+  // Y axis grid lines + labels
+  const ySteps = 5;
+  for (let i = 0; i <= ySteps; i++) {
+    const ms = (yMax / ySteps) * i;
+    const y = yScale(ms);
+    svg += `  <line class="grid" x1="${chartLeft}" y1="${y}" x2="${chartRight}" y2="${y}"/>\n`;
+    svg += `  <text class="axis" x="${chartLeft - 8}" y="${y + 4}" text-anchor="end">${Math.round(ms)}ms</text>\n`;
+  }
+
+  // X axis
+  svg += `  <line class="axis-line" x1="${chartLeft}" y1="${chartBottom}" x2="${chartRight}" y2="${chartBottom}"/>\n`;
+  svg += `  <line class="axis-line" x1="${chartLeft}" y1="${chartTop}" x2="${chartLeft}" y2="${chartBottom}"/>\n`;
+
+  // X axis labels
+  for (const level of levels) {
+    const x = xScale(level);
+    svg += `  <text class="axis" x="${x}" y="${chartBottom + 20}" text-anchor="middle">${level}</text>\n`;
+  }
+  svg += `  <text class="axis-label" x="${(chartLeft + chartRight) / 2}" y="${chartBottom + 42}" text-anchor="middle">Concurrent Sessions</text>\n`;
+  svg += `  <text class="axis-label" x="20" y="${(chartTop + chartBottom) / 2}" text-anchor="middle" transform="rotate(-90 20 ${(chartTop + chartBottom) / 2})">Latency (ms)</text>\n`;
+
+  // Plot lines for each provider
+  const legendEntries: { name: string; color: string }[] = [];
+  const ceilingNotes: string[] = [];
+  for (const provider of providers) {
+    const color = PROVIDER_COLORS[provider] ?? '#656d76';
+    legendEntries.push({ name: provider, color });
+
+    const points: string[] = [];
+    let sustainedLevel = 0;
+    for (const level of levels) {
+      const results = dataByLevel.get(level)!;
+      const r = results.find(r => r.provider === provider && !r.skipped);
+      if (!r) continue;
+      // A level the provider never sustained produces latency for a smaller
+      // experiment. Plotting it reads as "flat under load" when the truth is
+      // that the load was refused, so the line simply ends here.
+      //
+      // The note reports the highest level actually sustained, not the peak
+      // session count: a provider can touch 13 sessions in one round of c50
+      // while sustaining nothing above c1, and reporting 13 would credit it
+      // with a concurrency it never held.
+      if (r.latencyRepresentative === false) {
+        ceilingNotes.push(`${formatProviderName(provider)} ${sustainedLevel}${r.quotaLimited ? '*' : ''}`);
+        break;
+      }
+      sustainedLevel = level;
+      const med = r.summary.perActionType[actionType]?.median ?? 0;
+      if (med > 0) {
+        const x = xScale(level);
+        const y = yScale(med);
+        points.push(`${x},${y}`);
+      }
+    }
+
+    // A single sustained level still deserves its marker; only the connecting
+    // line needs two.
+    if (points.length >= 2) {
+      svg += `  <polyline points="${points.join(' ')}" fill="none" stroke="${color}" stroke-width="2.5"/>\n`;
+    }
+    for (const p of points) {
+      const [x, y] = p.split(',').map(Number);
+      svg += `  <circle cx="${x}" cy="${y}" r="4" fill="${color}"/>\n`;
+    }
+  }
+
+  // Legend
+  let legendX = padding;
+  const legendY = height - 20;
+  for (const entry of legendEntries) {
+    svg += `  <rect x="${legendX}" y="${legendY - 10}" width="12" height="12" fill="${entry.color}" rx="2"/>\n`;
+    svg += `  <text class="legend" x="${legendX + 18}" y="${legendY}">${formatProviderName(entry.name)}</text>\n`;
+    legendX += 18 + formatProviderName(entry.name).length * 7 + 24;
+  }
+
+  if (ceilingNotes.length > 0) {
+    svg += `  <text class="subtitle" x="${padding}" y="${legendY - 22}">Highest concurrency sustained: ${escapeXml(ceilingNotes.join(', '))} (* account limit, not capacity)</text>\n`;
+  }
+
+  svg += `</svg>`;
+  return svg;
+}
+
+// ── Main ────────────────────────────────────────────────────────────────────
+function main() {
+  // ── Leaderboard SVG (from highest available concurrency level) ─────────────
+  const highestLevel = findHighestLevel();
+  if (highestLevel === 0) {
+    console.error(`No concurrent benchmark results found in ${RESULTS_DIR}`);
+    process.exit(1);
+  }
+
+  const highestPath = path.join(RESULTS_DIR, `c${highestLevel}`, 'latest.json');
+  const highestRaw = fs.readFileSync(highestPath, 'utf-8');
+  const highestData: ResultFile = JSON.parse(highestRaw);
+
+  const leaderboardSvg = generateLeaderboardSVG(
+    highestData.results,
+    highestData.timestamp,
+    highestLevel,
+  );
+  const leaderboardPath = path.join(ROOT, 'browser-concurrent.svg');
+  fs.writeFileSync(leaderboardPath, leaderboardSvg);
+  console.log(`Leaderboard SVG written to ${leaderboardPath}`);
+
+  // ── Degradation curve SVG (requires multiple concurrency levels) ───────────
+  const dataByLevel = new Map<number, ConcurrentBenchmarkResult[]>();
+  for (const level of CONCURRENCY_LEVELS) {
+    const p = path.join(RESULTS_DIR, `c${level}`, 'latest.json');
+    if (!fs.existsSync(p)) continue;
+    const raw = fs.readFileSync(p, 'utf-8');
+    const data: ResultFile = JSON.parse(raw);
+    ensureCapacityFields(data.results);
+    dataByLevel.set(level, data.results);
+  }
+
+  const degradationSvg = generateDegradationSVG(dataByLevel, actionTypeArg);
+  if (degradationSvg) {
+    const degradationPath = path.join(ROOT, 'browser-concurrent-degradation.svg');
+    fs.writeFileSync(degradationPath, degradationSvg);
+    console.log(`Degradation SVG written to ${degradationPath}`);
+  }
+}
+
+main();
diff --git a/benchmarks/src/merge-results.ts b/benchmarks/src/merge-results.ts
index 793546c5..08244300 100644
--- a/benchmarks/src/merge-results.ts
+++ b/benchmarks/src/merge-results.ts
@@ -1,7 +1,7 @@
 /**
  * Merge per-provider benchmark results into combined result files.
  *
- * Usage: tsx src/merge-results.ts --input <artifacts-dir> [--mode storage|snapshot-fork|browser|browser-throughput|ai-gateway]
+ * Usage: tsx src/merge-results.ts --input <artifacts-dir> [--mode storage|snapshot-fork|browser|browser-throughput|browser-concurrent|ai-gateway]
  *
  * By default, merges sandbox benchmark results: reads latest.json files from
  * the input directory, groups by mode (sequential/staggered/burst), computes
@@ -21,6 +21,11 @@
  * With --mode ai-gateway, merges AI gateway benchmark results: deduplicates
  * by provider, computes AI-gateway-specific composite scores, and writes
  * combined files to results/ai-gateway/latest.json.
+ *
+ * With --mode browser-concurrent, merges concurrent benchmark results:
+ * groups by concurrency level (c1/c5/c10/c25/c50), deduplicates by provider
+ * within each level, computes concurrent-specific composite scores, and
+ * writes combined files to results/browser-concurrent/<level>/latest.json.
  */
 import fs from 'fs';
 import path from 'path';
@@ -33,12 +38,23 @@ import {
   sortThroughputByCompositeScore,
 } from '../browser/throughput-scoring.js';
 import { computeAIGatewayCompositeScores, sortAIGatewayByCompositeScore } from '../ai-gateway/scoring.js';
+import {
+  computeConcurrentCompositeScores,
+  computeSweepScore,
+  sortConcurrentByCompositeScore,
+  supportedP95,
+} from '../browser/concurrent-scoring.js';
 import { printResultsTable, writeResultsJson } from '../sandbox/table.js';
 import type { BenchmarkResult } from '../sandbox/types.js';
 import type { StorageBenchmarkResult } from '../storage/types.js';
 import type { SnapshotForkBenchmarkResult } from '../storage/snapshot-fork-types.js';
 import type { BrowserBenchmarkResult } from '../browser/types.js';
 import type { ThroughputBenchmarkResult } from '../browser/throughput-types.js';
+import {
+  CONCURRENCY_LEVELS,
+  SWEEP_WEIGHTS,
+  type ConcurrentBenchmarkResult,
+} from '../browser/concurrent-types.js';
 import type { AIGatewayBenchmarkResult } from '../ai-gateway/types.js';
 
 const __dirname = path.dirname(fileURLToPath(import.meta.url));
@@ -734,6 +750,223 @@ async function mainAIGateway() {
   console.log(`Copied latest: ${latestPath}`);
 }
 
+/**
+ * Merge browser-concurrent benchmark results. Results from different
+ * concurrency levels are stored in separate subdirectories (c1, c5, c10,
+ * c25, c50). Each subdirectory's latest.json contains results from a single
+ * provider (one CI job per provider × concurrency level). This function
+ * merges all providers' results within each concurrency level.
+ */
+async function mainBrowserConcurrent() {
+  // Find all latest.json files, grouped by concurrency level directory
+  const jsonFiles: string[] = [];
+  function walk(dir: string) {
+    if (!fs.existsSync(dir)) return;
+    for (const entry of fs.readdirSync(dir, { withFileTypes: true })) {
+      const full = path.join(dir, entry.name);
+      if (entry.isDirectory()) walk(full);
+      else if (entry.name === 'latest.json') jsonFiles.push(full);
+    }
+  }
+  walk(path.resolve(inputDir!));
+
+  if (jsonFiles.length === 0) {
+    console.error(`No latest.json files found in ${inputDir}`);
+    process.exit(1);
+  }
+
+  console.log(`Found ${jsonFiles.length} result files`);
+
+  // Group files by their parent directory name (c1, c5, c10, c25, c50)
+  const filesByLevel = new Map<string, string[]>();
+  for (const file of jsonFiles) {
+    const levelDir = path.basename(path.dirname(file));
+    if (!filesByLevel.has(levelDir)) filesByLevel.set(levelDir, []);
+    filesByLevel.get(levelDir)!.push(file);
+  }
+
+  const { writeConcurrentResultsJson } = await import('../browser/concurrent-benchmark.js');
+
+  // provider -> level -> composite, collected across the loop so the sweep score
+  // can weight every level once they have all been merged.
+  const scoresByProvider = new Map<string, Map<number, number | undefined>>();
+  const quotaLimitedProviders = new Set<string>();
+
+  for (const [levelDir, files] of filesByLevel) {
+    const seen = new Map<string, { result: ConcurrentBenchmarkResult; fromSingleProvider: boolean }>();
+
+    for (const file of files) {
+      const raw = JSON.parse(fs.readFileSync(file, 'utf-8')) as { results: ConcurrentBenchmarkResult[] };
+      const fromSingleProvider = raw.results.length === 1;
+      for (const result of raw.results) {
+        const existing = seen.get(result.provider);
+        if (!existing || (fromSingleProvider && !existing.fromSingleProvider)) {
+          seen.set(result.provider, { result, fromSingleProvider });
+        }
+      }
+    }
+
+    const deduped = Array.from(seen.values()).map(e => e.result);
+    const concurrencyLevel = deduped[0]?.concurrencyLevel ?? parseInt(levelDir.replace('c', ''), 10);
+    console.log(`\nMerging ${deduped.length} provider results for mode: browser-concurrent (c${concurrencyLevel})`);
+
+    computeConcurrentCompositeScores(deduped);
+
+    for (const r of deduped) {
+      if (!scoresByProvider.has(r.provider)) scoresByProvider.set(r.provider, new Map());
+      // A skipped level scores zero rather than going unrecorded, so it costs its
+      // weight instead of quietly shrinking the denominator.
+      scoresByProvider.get(r.provider)!.set(concurrencyLevel, r.skipped ? 0 : r.compositeScore);
+      if (r.quotaLimited) quotaLimitedProviders.add(r.provider);
+    }
+
+    // Print table
+    const sorted = sortConcurrentByCompositeScore(deduped);
+    console.log(`\n${'='.repeat(120)}`);
+    console.log(`  BROWSER CONCURRENT BENCHMARK RESULTS (c${concurrencyLevel})`);
+    console.log('='.repeat(120));
+    console.log(
+      ['Provider', 'Score', 'Create', 'Loop', 'Loop (p95)', 'Screenshot', 'APS/sess', 'Peak', 'Success']
+        .map((h, i) => h.padEnd([14, 8, 10, 10, 10, 12, 10, 8, 10][i]))
+        .join(' | '),
+    );
+    for (const r of sorted) {
+      if (r.skipped) continue;
+      const score = r.compositeScore !== undefined ? r.compositeScore.toFixed(1) : '--';
+      // Withheld for the same reason the charts withhold it: timings sampled
+      // while most of the load was refused describe a smaller experiment.
+      const hideLatency = r.latencyRepresentative === false;
+      const createMed = hideLatency ? '--' : `${(r.summary.createMs.median / 1000).toFixed(2)}s`;
+      // Per-loop: one session's ten actions while the level's sessions run
+      // together. taskMs covers a level's whole action phase, and levels differ
+      // in how many loops that is.
+      // No fallback to taskMs here: presenting a whole action phase under a
+      // per-loop heading would relabel the number rather than report it.
+      const loop = r.summary.loopMs;
+      const taskMed = hideLatency || !loop ? '--' : `${(loop.median / 1000).toFixed(2)}s`;
+      const p95 = loop ? supportedP95(loop) : null;
+      // Dashed rather than repeated: below the sample gate the p95 is the median.
+      const taskP95 = hideLatency || p95 === null ? '--' : `${(p95 / 1000).toFixed(2)}s`;
+      const screenshotMed = hideLatency
+        ? '--'
+        : `${Math.round(r.summary.perActionType.screenshot?.median ?? 0)}ms`;
+      const aps = hideLatency ? '--' : r.summary.perSessionActionsPerSecond.median.toFixed(2);
+      // Measured peak simultaneity where the rounds recorded it, so the column
+      // says how many sessions actually ran together rather than how many
+      // survived. Falls back for artifacts written before the counter existed.
+      const measuredPeak = r.rounds.reduce(
+        (max, round) => Math.max(max, round.maxConcurrentActions ?? 0),
+        0,
+      );
+      const sustained = measuredPeak > 0
+        ? measuredPeak
+        : r.concurrencyAchieved !== undefined
+          ? Math.round(r.concurrencyAchieved)
+          : r.summary.sessionsAlive.median;
+      const alive = `${sustained}/${r.concurrencyLevel}${r.quotaLimited ? '*' : ''}`;
+      let totalSessions = 0, fullSuccess = 0;
+      for (const round of r.rounds) {
+        for (const session of round.sessions) {
+          totalSessions++;
+          // Same all-or-nothing rule as computeConcurrentSuccessRate, against the
+          // actions the session attempted. The old fixed 10 predates sessions
+          // running more than one loop, so it counted a session that completed
+          // all 200 of its actions as a failure.
+          const attempted = session.actions.length;
+          if (!session.error && attempted > 0 && session.actionsCompleted === attempted) fullSuccess++;
+        }
+      }
+      const successPct =
+        r.successRate !== undefined
+          ? `${(r.successRate * 100).toFixed(0)}%`
+          : totalSessions > 0
+            ? `${((fullSuccess / totalSessions) * 100).toFixed(0)}%`
+            : '0%';
+      console.log([r.provider.padEnd(14), score.padEnd(8), createMed.padEnd(10), taskMed.padEnd(10), taskP95.padEnd(10), screenshotMed.padEnd(12), aps.padEnd(10), alive.padEnd(8), successPct.padEnd(10)].join(' | '));
+    }
+    console.log('='.repeat(120));
+    const withheld = sorted.filter(r => !r.skipped && r.latencyRepresentative === false);
+    if (withheld.length > 0) {
+      console.log(
+        `  -- latency withheld, load not sustained: ${withheld
+          .map(r => `${r.provider} held ${Math.round(r.concurrencyAchieved ?? 0)}/${r.concurrencyLevel}`)
+          .join(', ')}`,
+      );
+    }
+    const quotaCapped = sorted.filter(r => r.quotaLimited);
+    if (quotaCapped.length > 0) {
+      console.log(`  *  capped by an account limit, not capacity: ${quotaCapped.map(r => r.provider).join(', ')}`);
+      for (const r of quotaCapped) {
+        if (r.quotaEvidence) console.log(`     ${r.provider}: ${r.quotaEvidence}`);
+      }
+    }
+
+    // Write combined results
+    const timestamp = new Date().toISOString().slice(0, 10);
+    const resultsDir = path.resolve(ROOT, `results/browser-concurrent/${levelDir}`);
+    fs.mkdirSync(resultsDir, { recursive: true });
+
+    const outPath = path.join(resultsDir, `${timestamp}.json`);
+    await writeConcurrentResultsJson(deduped, outPath, { concurrencyLevel });
+
+    const latestPath = path.join(resultsDir, 'latest.json');
+    fs.copyFileSync(outPath, latestPath);
+    console.log(`Copied latest: ${latestPath}`);
+  }
+
+  printConcurrentSweepTable(scoresByProvider, quotaLimitedProviders);
+}
+
+/**
+ * One score per provider across every level, so the sweep has a headline number
+ * without any single level standing in for the whole curve. Printed after the
+ * per-level tables rather than instead of them: the curve is the finding, and one
+ * number cannot show where a provider stopped keeping up.
+ */
+function printConcurrentSweepTable(
+  scoresByProvider: Map<string, Map<number, number | undefined>>,
+  quotaLimited: Set<string>,
+): void {
+  if (scoresByProvider.size === 0) return;
+
+  const rows = Array.from(scoresByProvider.entries())
+    .map(([provider, byLevel]) => ({ provider, byLevel, sweep: computeSweepScore(byLevel) }))
+    .sort((a, b) => b.sweep - a.sweep);
+
+  const weights = CONCURRENCY_LEVELS.map(l => `c${l} ${(SWEEP_WEIGHTS[l] * 100).toFixed(0)}%`).join('  ');
+  console.log(`\n${'='.repeat(120)}`);
+  console.log('  BROWSER CONCURRENCY SWEEP SCORE');
+  console.log('='.repeat(120));
+  console.log(`  weights: ${weights}   (a level with no result scores 0 and keeps its weight)`);
+  console.log('-'.repeat(120));
+  console.log(
+    ['Provider'.padEnd(14), 'Sweep'.padEnd(8), ...CONCURRENCY_LEVELS.map(l => `c${l}`.padEnd(8))].join(' | '),
+  );
+  console.log('-'.repeat(120));
+  for (const { provider, byLevel, sweep } of rows) {
+    // '--' distinguishes a level that never ran from one that scored zero. Both
+    // cost the weight, but only one of them was attempted.
+    const cells = CONCURRENCY_LEVELS.map(l => {
+      const score = byLevel.get(l);
+      return (score === undefined ? '--' : score.toFixed(1)).padEnd(8);
+    });
+    const name = `${provider}${quotaLimited.has(provider) ? '*' : ''}`;
+    console.log([name.padEnd(14), sweep.toFixed(1).padEnd(8), ...cells].join(' | '));
+  }
+  console.log('='.repeat(120));
+  const missing = rows.filter(r => CONCURRENCY_LEVELS.some(l => r.byLevel.get(l) === undefined));
+  if (missing.length > 0) {
+    console.log(
+      `  -- levels with no result count as 0: ${missing
+        .map(r => `${r.provider} (${CONCURRENCY_LEVELS.filter(l => r.byLevel.get(l) === undefined).map(l => `c${l}`).join(', ')})`)
+        .join('; ')}`,
+    );
+  }
+  if (quotaLimited.size > 0) {
+    console.log(`  *  capped by an account limit, not capacity: ${Array.from(quotaLimited).join(', ')}`);
+  }
+}
+
 const runner = mergeMode === 'storage'
   ? mainStorage
   : mergeMode === 'snapshot-fork'
@@ -742,6 +975,8 @@ const runner = mergeMode === 'storage'
   ? mainBrowser
   : mergeMode === 'browser-throughput'
   ? mainBrowserThroughput
+  : mergeMode === 'browser-concurrent'
+  ? mainBrowserConcurrent
   : mergeMode === 'ai-gateway'
   ? mainAIGateway
   : main;
diff --git a/browser-concurrent-degradation.svg b/browser-concurrent-degradation.svg
new file mode 100644
index 00000000..9317d84a
--- /dev/null
+++ b/browser-concurrent-degradation.svg
@@ -0,0 +1,86 @@
+<svg xmlns="http://www.w3.org/2000/svg" width="1000" height="630" viewBox="0 0 1000 630">
+  <style>
+    .bg { fill: #ffffff; }
+    .title { font: bold 24px 'Inter', 'SF Pro Display', -apple-system, sans-serif; fill: #24292f; }
+    .subtitle { font: 13px 'Inter', 'SF Pro Display', -apple-system, sans-serif; fill: #57606a; }
+    .axis { font: 11px 'Inter', 'SF Pro Display', -apple-system, sans-serif; fill: #57606a; }
+    .axis-label { font: 600 12px 'Inter', 'SF Pro Display', -apple-system, sans-serif; fill: #24292f; }
+    .grid { stroke: #e1e4e8; stroke-width: 1; stroke-dasharray: 4 4; }
+    .axis-line { stroke: #d0d7de; stroke-width: 1; }
+    .legend { font: 12px 'Inter', 'SF Pro Display', -apple-system, sans-serif; fill: #24292f; }
+  </style>
+  <rect class="bg" width="1000" height="630"/>
+
+  <text class="title" x="80" y="40">Browser Concurrent — Degradation Curve</text>
+  <text class="subtitle" x="80" y="62">Median screenshot latency vs. concurrent sessions — a line ends at the highest level the provider sustained</text>
+  <line class="grid" x1="80" y1="510" x2="920" y2="510"/>
+  <text class="axis" x="72" y="514" text-anchor="end">0ms</text>
+  <line class="grid" x1="80" y1="430" x2="920" y2="430"/>
+  <text class="axis" x="72" y="434" text-anchor="end">1100ms</text>
+  <line class="grid" x1="80" y1="350" x2="920" y2="350"/>
+  <text class="axis" x="72" y="354" text-anchor="end">2200ms</text>
+  <line class="grid" x1="80" y1="270" x2="920" y2="270"/>
+  <text class="axis" x="72" y="274" text-anchor="end">3300ms</text>
+  <line class="grid" x1="80" y1="190" x2="920" y2="190"/>
+  <text class="axis" x="72" y="194" text-anchor="end">4400ms</text>
+  <line class="grid" x1="80" y1="110" x2="920" y2="110"/>
+  <text class="axis" x="72" y="114" text-anchor="end">5500ms</text>
+  <line class="axis-line" x1="80" y1="510" x2="920" y2="510"/>
+  <line class="axis-line" x1="80" y1="110" x2="80" y2="510"/>
+  <text class="axis" x="80" y="530" text-anchor="middle">1</text>
+  <text class="axis" x="425.58279554306574" y="530" text-anchor="middle">5</text>
+  <text class="axis" x="574.4172044569343" y="530" text-anchor="middle">10</text>
+  <text class="axis" x="771.1655910861315" y="530" text-anchor="middle">25</text>
+  <text class="axis" x="920" y="530" text-anchor="middle">50</text>
+  <text class="axis-label" x="500" y="552" text-anchor="middle">Concurrent Sessions</text>
+  <text class="axis-label" x="20" y="310" text-anchor="middle" transform="rotate(-90 20 310)">Latency (ms)</text>
+  <polyline points="80,494.8210909090909 425.58279554306574,493.65381818181817 574.4172044569343,492.824 771.1655910861315,487.6349090909091 920,487.55636363636364" fill="none" stroke="#0969da" stroke-width="2.5"/>
+  <circle cx="80" cy="494.8210909090909" r="4" fill="#0969da"/>
+  <circle cx="425.58279554306574" cy="493.65381818181817" r="4" fill="#0969da"/>
+  <circle cx="574.4172044569343" cy="492.824" r="4" fill="#0969da"/>
+  <circle cx="771.1655910861315" cy="487.6349090909091" r="4" fill="#0969da"/>
+  <circle cx="920" cy="487.55636363636364" r="4" fill="#0969da"/>
+  <polyline points="80,489.0538181818182 425.58279554306574,491.1272727272727 574.4172044569343,490.3127272727273 771.1655910861315,485.32654545454545 920,487.67854545454543" fill="none" stroke="#d4a000" stroke-width="2.5"/>
+  <circle cx="80" cy="489.0538181818182" r="4" fill="#d4a000"/>
+  <circle cx="425.58279554306574" cy="491.1272727272727" r="4" fill="#d4a000"/>
+  <circle cx="574.4172044569343" cy="490.3127272727273" r="4" fill="#d4a000"/>
+  <circle cx="771.1655910861315" cy="485.32654545454545" r="4" fill="#d4a000"/>
+  <circle cx="920" cy="487.67854545454543" r="4" fill="#d4a000"/>
+  <polyline points="80,482.9447272727273 425.58279554306574,483.03854545454544 574.4172044569343,480.8378181818182 771.1655910861315,477.4698181818182 920,475.98254545454546" fill="none" stroke="#1a7f37" stroke-width="2.5"/>
+  <circle cx="80" cy="482.9447272727273" r="4" fill="#1a7f37"/>
+  <circle cx="425.58279554306574" cy="483.03854545454544" r="4" fill="#1a7f37"/>
+  <circle cx="574.4172044569343" cy="480.8378181818182" r="4" fill="#1a7f37"/>
+  <circle cx="771.1655910861315" cy="477.4698181818182" r="4" fill="#1a7f37"/>
+  <circle cx="920" cy="475.98254545454546" r="4" fill="#1a7f37"/>
+  <polyline points="80,494.3869090909091 425.58279554306574,494.66472727272725 574.4172044569343,493.79854545454543" fill="none" stroke="#8250df" stroke-width="2.5"/>
+  <circle cx="80" cy="494.3869090909091" r="4" fill="#8250df"/>
+  <circle cx="425.58279554306574" cy="494.66472727272725" r="4" fill="#8250df"/>
+  <circle cx="574.4172044569343" cy="493.79854545454543" r="4" fill="#8250df"/>
+  <polyline points="80,193.7032727272727 425.58279554306574,138.48945454545452" fill="none" stroke="#9a6700" stroke-width="2.5"/>
+  <circle cx="80" cy="193.7032727272727" r="4" fill="#9a6700"/>
+  <circle cx="425.58279554306574" cy="138.48945454545452" r="4" fill="#9a6700"/>
+  <polyline points="80,466.5134545454545 425.58279554306574,464.1061818181818" fill="none" stroke="#cf222e" stroke-width="2.5"/>
+  <circle cx="80" cy="466.5134545454545" r="4" fill="#cf222e"/>
+  <circle cx="425.58279554306574" cy="464.1061818181818" r="4" fill="#cf222e"/>
+  <polyline points="80,491.15054545454547 425.58279554306574,490.5614545454545 574.4172044569343,494.9309090909091 771.1655910861315,491.0392727272727 920,475.83127272727273" fill="none" stroke="#0550ae" stroke-width="2.5"/>
+  <circle cx="80" cy="491.15054545454547" r="4" fill="#0550ae"/>
+  <circle cx="425.58279554306574" cy="490.5614545454545" r="4" fill="#0550ae"/>
+  <circle cx="574.4172044569343" cy="494.9309090909091" r="4" fill="#0550ae"/>
+  <circle cx="771.1655910861315" cy="491.0392727272727" r="4" fill="#0550ae"/>
+  <circle cx="920" cy="475.83127272727273" r="4" fill="#0550ae"/>
+  <rect x="80" y="600" width="12" height="12" fill="#0969da" rx="2"/>
+  <text class="legend" x="98" y="610">Browserbase</text>
+  <rect x="199" y="600" width="12" height="12" fill="#d4a000" rx="2"/>
+  <text class="legend" x="217" y="610">Browseruse</text>
+  <rect x="311" y="600" width="12" height="12" fill="#1a7f37" rx="2"/>
+  <text class="legend" x="329" y="610">Hyperbrowser</text>
+  <rect x="437" y="600" width="12" height="12" fill="#8250df" rx="2"/>
+  <text class="legend" x="455" y="610">Kernel</text>
+  <rect x="521" y="600" width="12" height="12" fill="#9a6700" rx="2"/>
+  <text class="legend" x="539" y="610">Notte</text>
+  <rect x="598" y="600" width="12" height="12" fill="#cf222e" rx="2"/>
+  <text class="legend" x="616" y="610">Steel</text>
+  <rect x="675" y="600" width="12" height="12" fill="#0550ae" rx="2"/>
+  <text class="legend" x="693" y="610">Tilion</text>
+  <text class="subtitle" x="80" y="588">Highest concurrency sustained: Kernel 10*, Notte 5*, Steel 5* (* account limit, not capacity)</text>
+</svg>
\ No newline at end of file
diff --git a/browser-concurrent.svg b/browser-concurrent.svg
new file mode 100644
index 00000000..916a7679
--- /dev/null
+++ b/browser-concurrent.svg
@@ -0,0 +1,142 @@
+<svg xmlns="http://www.w3.org/2000/svg" xmlns:xlink="http://www.w3.org/1999/xlink" width="1280" height="588" viewBox="0 0 1280 588">
+  <defs>
+    <linearGradient id="headerGrad" x1="0%" y1="0%" x2="100%" y2="100%">
+      <stop offset="0%" style="stop-color:#f6f8fa;stop-opacity:1" />
+      <stop offset="100%" style="stop-color:#ffffff;stop-opacity:1" />
+    </linearGradient>
+  </defs>
+  <style>
+    .bg { fill: #ffffff; }
+    .header-bg { fill: url(#headerGrad); }
+    .table-header-bg { fill: #f6f8fa; }
+    .table-header { font: 600 12px 'Inter', 'SF Pro Display', -apple-system, BlinkMacSystemFont, 'Segoe UI', Roboto, Helvetica, Arial, sans-serif; fill: #57606a; text-transform: uppercase; letter-spacing: 0.5px; }
+    .row { font: 14px 'Inter', 'SF Pro Display', -apple-system, BlinkMacSystemFont, 'Segoe UI', Roboto, Helvetica, Arial, sans-serif; fill: #24292f; }
+    .rank { font-weight: 700; fill: #57606a; }
+    .rank-1 { fill: #d4a000; }
+    .rank-2 { fill: #8a8a8a; }
+    .rank-3 { fill: #a0522d; }
+    .provider { font-weight: 600; fill: #0969da; }
+    .total { font-weight: 700; font-size: 15px; }
+    .fast { fill: #1a7f37; }
+    .medium { fill: #9a6700; }
+    .slow { fill: #cf222e; }
+    .status { fill: #57606a; }
+    .divider { stroke: #d0d7de; stroke-width: 1; }
+    .timestamp { font: 11px 'Inter', 'SF Pro Display', -apple-system, BlinkMacSystemFont, 'Segoe UI', Roboto, Helvetica, Arial, sans-serif; fill: #57606a; }
+    .title { font: bold 28px 'Inter', 'SF Pro Display', -apple-system, BlinkMacSystemFont, 'Segoe UI', Roboto, Helvetica, Arial, sans-serif; fill: #24292f; }
+    .subtitle { font: 14px 'Inter', 'SF Pro Display', -apple-system, BlinkMacSystemFont, 'Segoe UI', Roboto, Helvetica, Arial, sans-serif; fill: #57606a; }
+  </style>
+
+  <rect class="bg" width="1280" height="588"/>
+
+  <g transform="translate(24, 24)">
+    <rect width="60" height="60" fill="#000000"/>
+    <g transform="scale(0.035) translate(0, 0)">
+      <path fill="#ffffff" d="M1036.26,1002.28h237.87l-.93,19.09c-8.38,110.32-49.81,198.3-123.82,262.07-73.09,63.31-170.84,95.43-290.48,95.43-130.81,0-235.55-44.69-311.43-133.6-74.48-87.98-112.65-209.48-112.65-361.23v-60.51c0-96.83,17.7-183.41,51.68-257.43,34.91-74.95,85.19-133.61,149.89-173.63,64.7-40.04,140.12-60.52,225.3-60.52,117.77,0,214.13,32.12,286.29,95.9,72.62,63.3,114.98,153.61,126.15,267.67l1.86,19.08h-238.34l-.93-15.83c-4.65-59.11-20.95-101.94-47.95-127.08-27-25.6-69.83-38.17-127.08-38.17-61.91,0-107.06,20.95-137.33,65.17-31.65,45.15-47.94,117.77-48.87,215.53v74.48c0,102.41,15.36,177.83,45.62,223.91,28.86,44.22,74.01,65.63,137.79,65.63,58.19,0,101.48-12.57,128.95-38.17,26.99-25.14,43.29-66.1,47.48-121.5l.93-16.3Z"/>
+    </g>
+  </g>
+
+  <text class="title" x="100" y="55">Browser Concurrent Sessions Benchmarks</text>
+  <text class="subtitle" x="100" y="78">50 concurrent sessions per round — barrier-protocol (all sessions alive before actions)</text>
+
+  <rect class="table-header-bg" y="134" width="1280" height="44"/>
+
+  <text class="table-header" x="40" y="162">#</text>
+  <text class="table-header" x="80" y="162">Provider</text>
+  <text class="table-header" x="240" y="162">Score</text>
+  <text class="table-header" x="360" y="162">Create (med)</text>
+  <text class="table-header" x="500" y="162">Loop (med)</text>
+  <text class="table-header" x="640" y="162">Loop (p95)</text>
+  <text class="table-header" x="780" y="162">Screenshot</text>
+  <text class="table-header" x="920" y="162">Per-sess APS</text>
+  <text class="table-header" x="1060" y="162">Alive</text>
+  <text class="table-header" x="1180" y="162">Success</text>
+
+  <text class="rank rank-1" x="40" y="208">1</text>
+  <text class="row provider" x="80" y="208">Browserbase</text>
+  <text class="row total" x="240" y="208">86.5</text>
+  <text class="row total fast" x="360" y="208">0.49s</text>
+  <text class="row" x="500" y="208">2.84s</text>
+  <text class="row" x="640" y="208">3.35s</text>
+  <text class="row" x="780" y="208">309ms</text>
+  <text class="row fast" x="920" y="208">3.51/s</text>
+  <text class="row" x="1060" y="208">50/50</text>
+  <text class="row status" x="1180" y="208">98%</text>
+  <line class="divider" x1="24" y1="222" x2="1256" y2="222"/>
+
+  <text class="rank rank-2" x="40" y="252">2</text>
+  <text class="row provider" x="80" y="252">Browseruse</text>
+  <text class="row total" x="240" y="252">83.7</text>
+  <text class="row total fast" x="360" y="252">0.59s</text>
+  <text class="row" x="500" y="252">3.95s</text>
+  <text class="row" x="640" y="252">4.58s</text>
+  <text class="row" x="780" y="252">307ms</text>
+  <text class="row fast" x="920" y="252">2.53/s</text>
+  <text class="row" x="1060" y="252">50/50</text>
+  <text class="row status" x="1180" y="252">98%</text>
+  <line class="divider" x1="24" y1="266" x2="1256" y2="266"/>
+
+  <text class="rank rank-3" x="40" y="296">3</text>
+  <text class="row provider" x="80" y="296">Hyperbrowser</text>
+  <text class="row total" x="240" y="296">79.2</text>
+  <text class="row total medium" x="360" y="296">1.15s</text>
+  <text class="row" x="500" y="296">5.41s</text>
+  <text class="row" x="640" y="296">7.74s</text>
+  <text class="row" x="780" y="296">468ms</text>
+  <text class="row medium" x="920" y="296">1.82/s</text>
+  <text class="row" x="1060" y="296">50/50</text>
+  <text class="row status" x="1180" y="296">98%</text>
+  <line class="divider" x1="24" y1="310" x2="1256" y2="310"/>
+
+  <text class="rank" x="40" y="340">4</text>
+  <text class="row provider" x="80" y="340">Tilion</text>
+  <text class="row total" x="240" y="340">78.3</text>
+  <text class="row total medium" x="360" y="340">2.22s</text>
+  <text class="row" x="500" y="340">5.80s</text>
+  <text class="row" x="640" y="340">6.74s</text>
+  <text class="row" x="780" y="340">470ms</text>
+  <text class="row medium" x="920" y="340">1.72/s</text>
+  <text class="row" x="1060" y="340">50/50</text>
+  <text class="row status" x="1180" y="340">98%</text>
+  <line class="divider" x1="24" y1="354" x2="1256" y2="354"/>
+
+  <text class="rank" x="40" y="384">5</text>
+  <text class="row provider" x="80" y="384">Kernel</text>
+  <text class="row total" x="240" y="384">18.0</text>
+  <text class="row total slow" x="360" y="384">--</text>
+  <text class="row" x="500" y="384">--</text>
+  <text class="row" x="640" y="384">--</text>
+  <text class="row" x="780" y="384">--</text>
+  <text class="row slow" x="920" y="384">--</text>
+  <text class="row" x="1060" y="384">10/50 *</text>
+  <text class="row status" x="1180" y="384">20%</text>
+  <line class="divider" x1="24" y1="398" x2="1256" y2="398"/>
+
+  <text class="rank" x="40" y="428">6</text>
+  <text class="row provider" x="80" y="428">Steel</text>
+  <text class="row total" x="240" y="428">7.8</text>
+  <text class="row total slow" x="360" y="428">--</text>
+  <text class="row" x="500" y="428">--</text>
+  <text class="row" x="640" y="428">--</text>
+  <text class="row" x="780" y="428">--</text>
+  <text class="row slow" x="920" y="428">--</text>
+  <text class="row" x="1060" y="428">5/50 *</text>
+  <text class="row status" x="1180" y="428">10%</text>
+  <line class="divider" x1="24" y1="442" x2="1256" y2="442"/>
+
+  <text class="rank" x="40" y="472">7</text>
+  <text class="row provider" x="80" y="472">Notte</text>
+  <text class="row total" x="240" y="472">4.7</text>
+  <text class="row total slow" x="360" y="472">--</text>
+  <text class="row" x="500" y="472">--</text>
+  <text class="row" x="640" y="472">--</text>
+  <text class="row" x="780" y="472">--</text>
+  <text class="row slow" x="920" y="472">--</text>
+  <text class="row" x="1060" y="472">8/50 *</text>
+  <text class="row status" x="1180" y="472">12%</text>
+
+  <text class="timestamp" x="1256" y="532" text-anchor="end">Last updated: Aug 18, 2026, 04:30 PM UTC</text>
+  <text class="timestamp" x="24" y="546">Each round creates 50 sessions in parallel, holds all alive (barrier), runs 10 actions on each simultaneously, then releases all. Lower latency is better.</text>
+  <text class="timestamp" x="24" y="560">-- latency withheld, load not sustained: Kernel held 10/50, Steel held 5/50, Notte held 8/50. Timings taken while most of the load was refused are not comparable.</text>
+  <text class="timestamp" x="24" y="574">* capped by an account limit rather than capacity: Kernel, Steel, Notte.</text>
+</svg>
\ No newline at end of file
diff --git a/package.json b/package.json
index 69e64213..e988b682 100644
--- a/package.json
+++ b/package.json
@@ -42,6 +42,16 @@
     "bench:browser-throughput:kernel": "tsx packages/benchsdk-runner/dist/bin.js run benchmarks/browser/browser-throughput.bench.ts --provider kernel",
     "bench:browser-throughput:steel": "tsx packages/benchsdk-runner/dist/bin.js run benchmarks/browser/browser-throughput.bench.ts --provider steel",
     "bench:browser-throughput:tilion": "tsx packages/benchsdk-runner/dist/bin.js run benchmarks/browser/browser-throughput.bench.ts --provider tilion",
+    "bench:browser-concurrent": "tsx packages/benchsdk-runner/dist/bin.js run benchmarks/browser/browser-concurrent.bench.ts",
+    "bench:browser-concurrent:smoke": "CONCURRENT_LEVEL_COOLDOWN_MS=0 tsx packages/benchsdk-runner/dist/bin.js run benchmarks/browser/browser-concurrent.bench.ts --levels 1,5",
+    "test:browser-concurrent:sampling": "tsx benchmarks/browser/concurrent-sampling.test.ts",
+    "bench:browser-concurrent:browserbase": "tsx packages/benchsdk-runner/dist/bin.js run benchmarks/browser/browser-concurrent.bench.ts --provider browserbase",
+    "bench:browser-concurrent:browseruse": "tsx packages/benchsdk-runner/dist/bin.js run benchmarks/browser/browser-concurrent.bench.ts --provider browseruse",
+    "bench:browser-concurrent:hyperbrowser": "tsx packages/benchsdk-runner/dist/bin.js run benchmarks/browser/browser-concurrent.bench.ts --provider hyperbrowser",
+    "bench:browser-concurrent:kernel": "tsx packages/benchsdk-runner/dist/bin.js run benchmarks/browser/browser-concurrent.bench.ts --provider kernel",
+    "bench:browser-concurrent:notte": "tsx packages/benchsdk-runner/dist/bin.js run benchmarks/browser/browser-concurrent.bench.ts --provider notte",
+    "bench:browser-concurrent:steel": "tsx packages/benchsdk-runner/dist/bin.js run benchmarks/browser/browser-concurrent.bench.ts --provider steel",
+    "bench:browser-concurrent:tilion": "tsx packages/benchsdk-runner/dist/bin.js run benchmarks/browser/browser-concurrent.bench.ts --provider tilion",
     "bench:storage": "tsx packages/benchsdk-runner/dist/bin.js run benchmarks/storage/storage.bench.ts",
     "bench:storage:s3": "tsx packages/benchsdk-runner/dist/bin.js run benchmarks/storage/storage.bench.ts --provider aws-s3",
     "bench:storage:r2": "tsx packages/benchsdk-runner/dist/bin.js run benchmarks/storage/storage.bench.ts --provider cloudflare-r2",
@@ -79,6 +89,7 @@
     "generate-snapshot-fork-svg": "tsx benchmarks/storage/generate-snapshot-fork-svg.ts",
     "generate-browser-svg": "tsx benchmarks/browser/generate-svg.ts",
     "generate-browser-throughput-svg": "tsx benchmarks/browser/generate-throughput-svg.ts",
+    "generate-browser-concurrent-svg": "tsx benchmarks/browser/generate-concurrent-svg.ts",
     "generate-pricing-svg": "tsx benchmarks/sandbox/generate-pricing-svg.ts",
     "bench:ai-gateway": "tsx packages/benchsdk-runner/dist/bin.js run benchmarks/ai-gateway/ai-gateway.bench.ts",
     "bench:ai-gateway:openrouter": "tsx packages/benchsdk-runner/dist/bin.js run benchmarks/ai-gateway/ai-gateway.bench.ts --provider openrouter",
diff --git a/packages/benchsdk-runner/src/cli.ts b/packages/benchsdk-runner/src/cli.ts
index 71089261..a07f1886 100644
--- a/packages/benchsdk-runner/src/cli.ts
+++ b/packages/benchsdk-runner/src/cli.ts
@@ -78,6 +78,13 @@ export async function run(argv: string[]): Promise<void> {
       process.exit(0);
     }
     console.error('Benchmark failed:', err instanceof Error ? err.message : err);
+    // A BenchmarkApiError's message carries only the status line; the response
+    // body holds the validation reason, so without this a failure reads as a
+    // bare "400 Bad Request".
+    const body = (err as { body?: unknown } | null)?.body;
+    if (typeof body === 'string' && body.trim()) {
+      console.error('Response body:', body.slice(0, 2000));
+    }
     process.exit(1);
   }
 }
diff --git a/results/browser-concurrent/c1/2026-08-14.json b/results/browser-concurrent/c1/2026-08-14.json
new file mode 100644
index 00000000..f16ac9b2
--- /dev/null
+++ b/results/browser-concurrent/c1/2026-08-14.json
@@ -0,0 +1,9319 @@
+{
+  "version": "1.0",
+  "timestamp": "2026-08-14T18:36:03.249Z",
+  "environment": {
+    "node": "v24.19.0",
+    "platform": "linux",
+    "arch": "x64"
+  },
+  "config": {
+    "concurrencyLevel": 1,
+    "rounds": 1,
+    "actionsPerSession": 200,
+    "loopsPerSession": 20,
+    "timeoutMs": 120000
+  },
+  "results": [
+    {
+      "provider": "browserbase",
+      "mode": "browser-concurrent",
+      "concurrencyLevel": 1,
+      "rounds": [
+        {
+          "sessionsAttempted": 1,
+          "sessionsAlive": 1,
+          "createMs": 369.73,
+          "connectMs": 305.41,
+          "taskMs": 37685.71,
+          "releaseMs": 273.38,
+          "totalMs": 38640.92,
+          "aggregateActionsPerSecond": 5.31,
+          "sessions": [
+            {
+              "sessionId": "d5992a84-bce4-4909-82b3-aa4a633cd0c0",
+              "createMs": 368.36,
+              "connectMs": 305.32,
+              "taskMs": 37683.17,
+              "actionsCompleted": 200,
+              "actionsPerSecond": 5.31,
+              "actions": [
+                {
+                  "index": 1,
+                  "type": "navigate",
+                  "durationMs": 507.61,
+                  "success": true
+                },
+                {
+                  "index": 2,
+                  "type": "waitForSelector",
+                  "durationMs": 256.35,
+                  "success": true
+                },
+                {
+                  "index": 3,
+                  "type": "screenshot",
+                  "durationMs": 197.46,
+                  "success": true
+                },
+                {
+                  "index": 4,
+                  "type": "textContent",
+                  "durationMs": 6.67,
+                  "success": true
+                },
+                {
+                  "index": 5,
+                  "type": "click",
+                  "durationMs": 250.23,
+                  "success": true
+                },
+                {
+                  "index": 6,
+                  "type": "waitForSelector",
+                  "durationMs": 316.24,
+                  "success": true
+                },
+                {
+                  "index": 7,
+                  "type": "screenshot",
+                  "durationMs": 342.76,
+                  "success": true
+                },
+                {
+                  "index": 8,
+                  "type": "textContent",
+                  "durationMs": 5.95,
+                  "success": true
+                },
+                {
+                  "index": 9,
+                  "type": "goBack",
+                  "durationMs": 45.87,
+                  "success": true
+                },
+                {
+                  "index": 10,
+                  "type": "waitForSelector",
+                  "durationMs": 170.47,
+                  "success": true
+                },
+                {
+                  "index": 11,
+                  "type": "navigate",
+                  "durationMs": 162.11,
+                  "success": true
+                },
+                {
+                  "index": 12,
+                  "type": "waitForSelector",
+                  "durationMs": 114.75,
+                  "success": true
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+                {
+                  "index": 13,
+                  "type": "screenshot",
+                  "durationMs": 195.15,
+                  "success": true
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+                  "index": 14,
+                  "type": "textContent",
+                  "durationMs": 6.58,
+                  "success": true
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+                  "type": "click",
+                  "durationMs": 265.64,
+                  "success": true
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+                  "type": "waitForSelector",
+                  "durationMs": 318.51,
+                  "success": true
+                },
+                {
+                  "index": 17,
+                  "type": "screenshot",
+                  "durationMs": 281.02,
+                  "success": true
+                },
+                {
+                  "index": 18,
+                  "type": "textContent",
+                  "durationMs": 6.47,
+                  "success": true
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+                {
+                  "index": 19,
+                  "type": "goBack",
+                  "durationMs": 29.08,
+                  "success": true
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+                  "type": "waitForSelector",
+                  "durationMs": 153.84,
+                  "success": true
+                },
+                {
+                  "index": 21,
+                  "type": "navigate",
+                  "durationMs": 216.34,
+                  "success": true
+                },
+                {
+                  "index": 22,
+                  "type": "waitForSelector",
+                  "durationMs": 95.84,
+                  "success": true
+                },
+                {
+                  "index": 23,
+                  "type": "screenshot",
+                  "durationMs": 165.84,
+                  "success": true
+                },
+                {
+                  "index": 24,
+                  "type": "textContent",
+                  "durationMs": 7.24,
+                  "success": true
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+                  "success": true
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+                  "success": true
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+                  "durationMs": 230.79,
+                  "success": true
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+                {
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+                  "type": "textContent",
+                  "durationMs": 6.16,
+                  "success": true
+                },
+                {
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+                  "type": "goBack",
+                  "durationMs": 31.39,
+                  "success": true
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+                  "success": true
+                },
+                {
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+                  "type": "navigate",
+                  "durationMs": 263.09,
+                  "success": true
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+                  "durationMs": 32.81,
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+                  "success": true
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+                  "success": true
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+                  "success": true
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+                  "success": true
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+}
\ No newline at end of file
diff --git a/results/browser-concurrent/c1/2026-08-18.json b/results/browser-concurrent/c1/2026-08-18.json
new file mode 100644
index 00000000..cfbbdbd5
--- /dev/null
+++ b/results/browser-concurrent/c1/2026-08-18.json
@@ -0,0 +1,9407 @@
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+                  "error": "page.waitForSelector: Target page, context or browser has been closed"
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+                  "error": "page.waitForSelector: Target page, context or browser has been closed"
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+                  "success": false,
+                  "error": "page.waitForSelector: Target page, context or browser has been closed"
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+                  "error": "page.waitForSelector: Target page, context or browser has been closed"
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+                  "error": "page.waitForSelector: Target page, context or browser has been closed"
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+                  "error": "page.waitForSelector: Target page, context or browser has been closed"
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+                  "error": "page.waitForSelector: Target page, context or browser has been closed"
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+}
\ No newline at end of file
diff --git a/results/browser-concurrent/c1/latest.json b/results/browser-concurrent/c1/latest.json
new file mode 100644
index 00000000..cfbbdbd5
--- /dev/null
+++ b/results/browser-concurrent/c1/latest.json
@@ -0,0 +1,9407 @@
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\ No newline at end of file
diff --git a/results/browser-concurrent/c10/2026-08-14.json b/results/browser-concurrent/c10/2026-08-14.json
new file mode 100644
index 00000000..9f619c82
--- /dev/null
+++ b/results/browser-concurrent/c10/2026-08-14.json
@@ -0,0 +1,8925 @@
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+}
\ No newline at end of file
diff --git a/results/browser-concurrent/c10/2026-08-18.json b/results/browser-concurrent/c10/2026-08-18.json
new file mode 100644
index 00000000..fa4d6e2e
--- /dev/null
+++ b/results/browser-concurrent/c10/2026-08-18.json
@@ -0,0 +1,8693 @@
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+}
\ No newline at end of file
diff --git a/results/browser-concurrent/c10/latest.json b/results/browser-concurrent/c10/latest.json
new file mode 100644
index 00000000..fa4d6e2e
--- /dev/null
+++ b/results/browser-concurrent/c10/latest.json
@@ -0,0 +1,8693 @@
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+}
\ No newline at end of file
diff --git a/results/browser-concurrent/c25/2026-08-14.json b/results/browser-concurrent/c25/2026-08-14.json
new file mode 100644
index 00000000..92c1186e
--- /dev/null
+++ b/results/browser-concurrent/c25/2026-08-14.json
@@ -0,0 +1,9859 @@
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+                },
+                {
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+                  "type": "screenshot",
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+                  "success": true
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+                  "success": true
+                },
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+                  "type": "screenshot",
+                  "durationMs": 3365.55,
+                  "success": true
+                },
+                {
+                  "index": 8,
+                  "type": "textContent",
+                  "durationMs": 258.27,
+                  "success": true
+                },
+                {
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+                  "type": "goBack",
+                  "durationMs": 541.79,
+                  "success": true
+                },
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+                  "success": true
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+              "connectMs": 689.99,
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+              "actionsCompleted": 10,
+              "actionsPerSecond": 0.85,
+              "actions": [
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+                  "type": "navigate",
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+                  "success": true
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+                  "type": "waitForSelector",
+                  "durationMs": 865.93,
+                  "success": true
+                },
+                {
+                  "index": 3,
+                  "type": "screenshot",
+                  "durationMs": 1594.17,
+                  "success": true
+                },
+                {
+                  "index": 4,
+                  "type": "textContent",
+                  "durationMs": 90.79,
+                  "success": true
+                },
+                {
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+                  "type": "click",
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+                  "success": true
+                },
+                {
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+                  "type": "waitForSelector",
+                  "durationMs": 778.12,
+                  "success": true
+                },
+                {
+                  "index": 7,
+                  "type": "screenshot",
+                  "durationMs": 1606.17,
+                  "success": true
+                },
+                {
+                  "index": 8,
+                  "type": "textContent",
+                  "durationMs": 92.08,
+                  "success": true
+                },
+                {
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+                  "type": "goBack",
+                  "durationMs": 297.04,
+                  "success": true
+                },
+                {
+                  "index": 10,
+                  "type": "waitForSelector",
+                  "durationMs": 707.27,
+                  "success": true
+                }
+              ]
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+              "taskMs": 20210.69,
+              "actionsCompleted": 10,
+              "actionsPerSecond": 0.49,
+              "actions": [
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+                  "type": "navigate",
+                  "durationMs": 1276.16,
+                  "success": true
+                },
+                {
+                  "index": 2,
+                  "type": "waitForSelector",
+                  "durationMs": 1964.26,
+                  "success": true
+                },
+                {
+                  "index": 3,
+                  "type": "screenshot",
+                  "durationMs": 2572.5,
+                  "success": true
+                },
+                {
+                  "index": 4,
+                  "type": "textContent",
+                  "durationMs": 197.85,
+                  "success": true
+                },
+                {
+                  "index": 5,
+                  "type": "click",
+                  "durationMs": 6705.1,
+                  "success": true
+                },
+                {
+                  "index": 6,
+                  "type": "waitForSelector",
+                  "durationMs": 3139.8,
+                  "success": true
+                },
+                {
+                  "index": 7,
+                  "type": "screenshot",
+                  "durationMs": 2400.83,
+                  "success": true
+                },
+                {
+                  "index": 8,
+                  "type": "textContent",
+                  "durationMs": 190.01,
+                  "success": true
+                },
+                {
+                  "index": 9,
+                  "type": "goBack",
+                  "durationMs": 671.24,
+                  "success": true
+                },
+                {
+                  "index": 10,
+                  "type": "waitForSelector",
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+                  "success": true
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+              ]
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+              "createMs": 542.73,
+              "connectMs": 686.84,
+              "taskMs": 9956.77,
+              "actionsCompleted": 10,
+              "actionsPerSecond": 1,
+              "actions": [
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+                  "type": "navigate",
+                  "durationMs": 1049.71,
+                  "success": true
+                },
+                {
+                  "index": 2,
+                  "type": "waitForSelector",
+                  "durationMs": 794.79,
+                  "success": true
+                },
+                {
+                  "index": 3,
+                  "type": "screenshot",
+                  "durationMs": 982.24,
+                  "success": true
+                },
+                {
+                  "index": 4,
+                  "type": "textContent",
+                  "durationMs": 86.91,
+                  "success": true
+                },
+                {
+                  "index": 5,
+                  "type": "click",
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+                  "success": true
+                },
+                {
+                  "index": 6,
+                  "type": "waitForSelector",
+                  "durationMs": 1135.69,
+                  "success": true
+                },
+                {
+                  "index": 7,
+                  "type": "screenshot",
+                  "durationMs": 895.15,
+                  "success": true
+                },
+                {
+                  "index": 8,
+                  "type": "textContent",
+                  "durationMs": 84.49,
+                  "success": true
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+                {
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+                  "type": "goBack",
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+                  "success": true
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+          "loopsPerSession": 1
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+          "p99": 7,
+          "samples": 1
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+          "p95": 4076.49,
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+          "samples": 1
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+          "p95": 22558.79,
+          "p99": 22558.79,
+          "samples": 7
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+        "actionsPerSecond": {
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+          "p95": 3.1,
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+          "samples": 1
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+          "p95": 1,
+          "p99": 1,
+          "samples": 7
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+            "p95": 3089.16,
+            "p99": 3089.16,
+            "samples": 21
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+          "screenshot": {
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+            "p95": 3670.42,
+            "p99": 3670.42,
+            "samples": 14
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+            "p95": 258.27,
+            "p99": 258.27,
+            "samples": 14
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+          "click": {
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+            "p95": 6705.1,
+            "p99": 6705.1,
+            "samples": 7
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+          "goBack": {
+            "median": 541.79,
+            "p95": 671.24,
+            "p99": 671.24,
+            "samples": 7
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+        }
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+      "compositeScore": 16.53,
+      "successRate": 0.28,
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+      "concurrencyAchieved": 7,
+      "latencyRepresentative": false,
+      "quotaLimited": true,
+      "quotaEvidence": "Max active sessions limit exceeded (limit: 5, current: 7). Please close some sessions or upgrade your plan."
+    },
+    {
+      "provider": "steel",
+      "mode": "browser-concurrent",
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+      "rounds": [
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+              "taskMs": 0,
+              "actionsCompleted": 0,
+              "actionsPerSecond": 0,
+              "actions": [],
+              "error": "429 Concurrent session limit reached for your hobby plan. Release a running session (DELETE /v1/sessions/{id}) before creating another, or upgrade your plan for a higher limit."
+            },
+            {
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+              "actions": [],
+              "error": "429 Concurrent session limit reached for your hobby plan. Release a running session (DELETE /v1/sessions/{id}) before creating another, or upgrade your plan for a higher limit."
+            },
+            {
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+              "actions": [],
+              "error": "429 Concurrent session limit reached for your hobby plan. Release a running session (DELETE /v1/sessions/{id}) before creating another, or upgrade your plan for a higher limit."
+            },
+            {
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+              "actions": [],
+              "error": "429 Concurrent session limit reached for your hobby plan. Release a running session (DELETE /v1/sessions/{id}) before creating another, or upgrade your plan for a higher limit."
+            },
+            {
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+              "actions": [],
+              "error": "429 Concurrent session limit reached for your hobby plan. Release a running session (DELETE /v1/sessions/{id}) before creating another, or upgrade your plan for a higher limit."
+            },
+            {
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+              "actions": [],
+              "error": "429 Concurrent session limit reached for your hobby plan. Release a running session (DELETE /v1/sessions/{id}) before creating another, or upgrade your plan for a higher limit."
+            },
+            {
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+              "actionsCompleted": 0,
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+              "actions": [],
+              "error": "429 Concurrent session limit reached for your hobby plan. Release a running session (DELETE /v1/sessions/{id}) before creating another, or upgrade your plan for a higher limit."
+            },
+            {
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+              "actions": [],
+              "error": "429 Concurrent session limit reached for your hobby plan. Release a running session (DELETE /v1/sessions/{id}) before creating another, or upgrade your plan for a higher limit."
+            },
+            {
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+              "error": "429 Concurrent session limit reached for your hobby plan. Release a running session (DELETE /v1/sessions/{id}) before creating another, or upgrade your plan for a higher limit."
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+              "actions": [],
+              "error": "429 Concurrent session limit reached for your hobby plan. Release a running session (DELETE /v1/sessions/{id}) before creating another, or upgrade your plan for a higher limit."
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+}
\ No newline at end of file
diff --git a/results/browser-concurrent/c25/2026-08-18.json b/results/browser-concurrent/c25/2026-08-18.json
new file mode 100644
index 00000000..5165f616
--- /dev/null
+++ b/results/browser-concurrent/c25/2026-08-18.json
@@ -0,0 +1,9825 @@
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+              "error": "Max active sessions limit exceeded (limit: 5, current: 6). Please close some sessions or upgrade your plan."
+            },
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+              "actions": [],
+              "error": "Max active sessions limit exceeded (limit: 5, current: 5). Please close some sessions or upgrade your plan."
+            },
+            {
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+              "actionsPerSecond": 0,
+              "actions": [],
+              "error": "Max active sessions limit exceeded (limit: 5, current: 6). Please close some sessions or upgrade your plan."
+            },
+            {
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+              "actionsPerSecond": 0,
+              "actions": [],
+              "error": "Max active sessions limit exceeded (limit: 5, current: 6). Please close some sessions or upgrade your plan."
+            },
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+              "actions": [],
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+            },
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+              "actions": [],
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+              "actions": [],
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+              "actions": [],
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+              "actionsPerSecond": 0,
+              "actions": [],
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+            },
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+              "actions": [],
+              "error": "Max active sessions limit exceeded (limit: 5, current: 6). Please close some sessions or upgrade your plan."
+            },
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+              "actionsPerSecond": 0,
+              "actions": [],
+              "error": "Max active sessions limit exceeded (limit: 5, current: 6). Please close some sessions or upgrade your plan."
+            },
+            {
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+              "actionsCompleted": 0,
+              "actionsPerSecond": 0,
+              "actions": [],
+              "error": "Max active sessions limit exceeded (limit: 5, current: 6). Please close some sessions or upgrade your plan."
+            },
+            {
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+              "actionsPerSecond": 0,
+              "actions": [],
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+            },
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+              "actionsPerSecond": 0,
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+                  "success": true
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+                  "type": "screenshot",
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+                  "success": true
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+                {
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+                  "type": "textContent",
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+                  "success": true
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+                  "type": "click",
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+                  "success": true
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+                {
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+                  "type": "waitForSelector",
+                  "durationMs": 3887.46,
+                  "success": true
+                },
+                {
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+                  "type": "screenshot",
+                  "durationMs": 10593.08,
+                  "success": true
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+                  "type": "textContent",
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+                  "success": true
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+              "actionsCompleted": 10,
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+              "actions": [
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+                  "success": true
+                },
+                {
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+                  "type": "waitForSelector",
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+                  "success": true
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+                  "success": true
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+                  "success": true
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+                  "durationMs": 5591.2,
+                  "success": true
+                },
+                {
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+                  "type": "screenshot",
+                  "durationMs": 8764.85,
+                  "success": true
+                },
+                {
+                  "index": 8,
+                  "type": "textContent",
+                  "durationMs": 395.05,
+                  "success": true
+                },
+                {
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+                  "type": "goBack",
+                  "durationMs": 1183.56,
+                  "success": true
+                },
+                {
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+                  "type": "waitForSelector",
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+                  "success": true
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+              "connectMs": 3035.36,
+              "taskMs": 39757.06,
+              "actionsCompleted": 10,
+              "actionsPerSecond": 0.25,
+              "actions": [
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+                  "type": "navigate",
+                  "durationMs": 2032.72,
+                  "success": true
+                },
+                {
+                  "index": 2,
+                  "type": "waitForSelector",
+                  "durationMs": 3258.19,
+                  "success": true
+                },
+                {
+                  "index": 3,
+                  "type": "screenshot",
+                  "durationMs": 6402.67,
+                  "success": true
+                },
+                {
+                  "index": 4,
+                  "type": "textContent",
+                  "durationMs": 454.37,
+                  "success": true
+                },
+                {
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+                  "type": "click",
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+                  "success": true
+                },
+                {
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+                  "type": "waitForSelector",
+                  "durationMs": 3076.62,
+                  "success": true
+                },
+                {
+                  "index": 7,
+                  "type": "screenshot",
+                  "durationMs": 3794.21,
+                  "success": true
+                },
+                {
+                  "index": 8,
+                  "type": "textContent",
+                  "durationMs": 421.18,
+                  "success": true
+                },
+                {
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+                  "type": "goBack",
+                  "durationMs": 1171.99,
+                  "success": true
+                },
+                {
+                  "index": 10,
+                  "type": "waitForSelector",
+                  "durationMs": 2951.41,
+                  "success": true
+                }
+              ]
+            },
+            {
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+              "connectMs": 4190.3,
+              "taskMs": 79263.19,
+              "actionsCompleted": 10,
+              "actionsPerSecond": 0.13,
+              "actions": [
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+                  "type": "navigate",
+                  "durationMs": 2039.86,
+                  "success": true
+                },
+                {
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+                  "type": "waitForSelector",
+                  "durationMs": 7137.41,
+                  "success": true
+                },
+                {
+                  "index": 3,
+                  "type": "screenshot",
+                  "durationMs": 12028.87,
+                  "success": true
+                },
+                {
+                  "index": 4,
+                  "type": "textContent",
+                  "durationMs": 401.12,
+                  "success": true
+                },
+                {
+                  "index": 5,
+                  "type": "click",
+                  "durationMs": 24475.44,
+                  "success": true
+                },
+                {
+                  "index": 6,
+                  "type": "waitForSelector",
+                  "durationMs": 6779.28,
+                  "success": true
+                },
+                {
+                  "index": 7,
+                  "type": "screenshot",
+                  "durationMs": 19791.32,
+                  "success": true
+                },
+                {
+                  "index": 8,
+                  "type": "textContent",
+                  "durationMs": 418.5,
+                  "success": true
+                },
+                {
+                  "index": 9,
+                  "type": "goBack",
+                  "durationMs": 1063.82,
+                  "success": true
+                },
+                {
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+                  "type": "waitForSelector",
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+                  "success": true
+                }
+              ]
+            },
+            {
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+              "createMs": 1997.14,
+              "connectMs": 2708.24,
+              "taskMs": 38894.17,
+              "actionsCompleted": 10,
+              "actionsPerSecond": 0.26,
+              "actions": [
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+                  "type": "navigate",
+                  "durationMs": 1780.34,
+                  "success": true
+                },
+                {
+                  "index": 2,
+                  "type": "waitForSelector",
+                  "durationMs": 5323.05,
+                  "success": true
+                },
+                {
+                  "index": 3,
+                  "type": "screenshot",
+                  "durationMs": 5213.79,
+                  "success": true
+                },
+                {
+                  "index": 4,
+                  "type": "textContent",
+                  "durationMs": 442.17,
+                  "success": true
+                },
+                {
+                  "index": 5,
+                  "type": "click",
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+                  "success": true
+                },
+                {
+                  "index": 6,
+                  "type": "waitForSelector",
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+                  "success": true
+                },
+                {
+                  "index": 7,
+                  "type": "screenshot",
+                  "durationMs": 3825.14,
+                  "success": true
+                },
+                {
+                  "index": 8,
+                  "type": "textContent",
+                  "durationMs": 411.35,
+                  "success": true
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+                {
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+                  "success": true
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+                  "success": true
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+              ]
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+          "maxLiveSessions": 6,
+          "maxConcurrentActions": 6,
+          "loopsPerSession": 1
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+          "p99": 6,
+          "samples": 1
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+          "p95": 3470.34,
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+          "samples": 1
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+          "p95": 12121.56,
+          "p99": 12121.56,
+          "samples": 1
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+          "p95": 79264.21,
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+          "p99": 79263.19,
+          "samples": 6
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+        "actionsPerSecond": {
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+          "p95": 0.76,
+          "p99": 0.76,
+          "samples": 1
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+          "p95": 0.26,
+          "p99": 0.26,
+          "samples": 6
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+        "perActionType": {
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+            "p95": 2335.48,
+            "p99": 2335.48,
+            "samples": 6
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+          "waitForSelector": {
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+            "p95": 7137.41,
+            "p99": 7137.41,
+            "samples": 18
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+          "screenshot": {
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+            "p95": 19791.32,
+            "p99": 19791.32,
+            "samples": 12
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+          "textContent": {
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+            "p95": 1069.54,
+            "p99": 1069.54,
+            "samples": 12
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+          "click": {
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+            "p95": 24475.44,
+            "p99": 24475.44,
+            "samples": 6
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+          "goBack": {
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+            "p95": 2506.04,
+            "p99": 2506.04,
+            "samples": 6
+          }
+        }
+      },
+      "compositeScore": 9.2,
+      "successRate": 0.24,
+      "sessionCeiling": 6,
+      "concurrencyAchieved": 6,
+      "latencyRepresentative": false,
+      "quotaLimited": true,
+      "quotaEvidence": "Max active sessions limit exceeded (limit: 5, current: 6). Please close some sessions or upgrade your plan."
+    },
+    {
+      "provider": "steel",
+      "mode": "browser-concurrent",
+      "concurrencyLevel": 25,
+      "rounds": [
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+          "sessionsAlive": 5,
+          "createMs": 8426.4,
+          "connectMs": 1386.33,
+          "taskMs": 6258.71,
+          "releaseMs": 2696.93,
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+          "aggregateActionsPerSecond": 7.99,
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+              "connectMs": 0,
+              "taskMs": 0,
+              "actionsCompleted": 0,
+              "actionsPerSecond": 0,
+              "actions": [],
+              "error": "429 Concurrent session limit reached for your hobby plan. Release a running session (DELETE /v1/sessions/{id}) before creating another, or upgrade your plan for a higher limit."
+            },
+            {
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+              "createMs": 0,
+              "connectMs": 0,
+              "taskMs": 0,
+              "actionsCompleted": 0,
+              "actionsPerSecond": 0,
+              "actions": [],
+              "error": "429 Concurrent session limit reached for your hobby plan. Release a running session (DELETE /v1/sessions/{id}) before creating another, or upgrade your plan for a higher limit."
+            },
+            {
+              "sessionId": "",
+              "createMs": 0,
+              "connectMs": 0,
+              "taskMs": 0,
+              "actionsCompleted": 0,
+              "actionsPerSecond": 0,
+              "actions": [],
+              "error": "429 Concurrent session limit reached for your hobby plan. Release a running session (DELETE /v1/sessions/{id}) before creating another, or upgrade your plan for a higher limit."
+            },
+            {
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+              "actions": [],
+              "error": "429 Concurrent session limit reached for your hobby plan. Release a running session (DELETE /v1/sessions/{id}) before creating another, or upgrade your plan for a higher limit."
+            },
+            {
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+              "actionsCompleted": 0,
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+              "actions": [],
+              "error": "429 Concurrent session limit reached for your hobby plan. Release a running session (DELETE /v1/sessions/{id}) before creating another, or upgrade your plan for a higher limit."
+            },
+            {
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+              "createMs": 0,
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+              "taskMs": 0,
+              "actionsCompleted": 0,
+              "actionsPerSecond": 0,
+              "actions": [],
+              "error": "429 Concurrent session limit reached for your hobby plan. Release a running session (DELETE /v1/sessions/{id}) before creating another, or upgrade your plan for a higher limit."
+            },
+            {
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+              "createMs": 0,
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+              "taskMs": 0,
+              "actionsCompleted": 0,
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+              "actions": [],
+              "error": "429 Concurrent session limit reached for your hobby plan. Release a running session (DELETE /v1/sessions/{id}) before creating another, or upgrade your plan for a higher limit."
+            },
+            {
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+              "actions": [],
+              "error": "429 Concurrent session limit reached for your hobby plan. Release a running session (DELETE /v1/sessions/{id}) before creating another, or upgrade your plan for a higher limit."
+            },
+            {
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+              "actionsCompleted": 0,
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+              "actions": [],
+              "error": "429 Concurrent session limit reached for your hobby plan. Release a running session (DELETE /v1/sessions/{id}) before creating another, or upgrade your plan for a higher limit."
+            },
+            {
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+              "actions": [],
+              "error": "429 Concurrent session limit reached for your hobby plan. Release a running session (DELETE /v1/sessions/{id}) before creating another, or upgrade your plan for a higher limit."
+            },
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+              "actions": [],
+              "error": "429 Concurrent session limit reached for your hobby plan. Release a running session (DELETE /v1/sessions/{id}) before creating another, or upgrade your plan for a higher limit."
+            },
+            {
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+              "actions": [],
+              "error": "429 Concurrent session limit reached for your hobby plan. Release a running session (DELETE /v1/sessions/{id}) before creating another, or upgrade your plan for a higher limit."
+            },
+            {
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+              "createMs": 0,
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+    }
+  ]
+}
\ No newline at end of file
diff --git a/results/browser-concurrent/c25/latest.json b/results/browser-concurrent/c25/latest.json
new file mode 100644
index 00000000..5165f616
--- /dev/null
+++ b/results/browser-concurrent/c25/latest.json
@@ -0,0 +1,9825 @@
+{
+  "version": "1.0",
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+              "actions": [],
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+              "actions": [],
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+              "actions": [],
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+            },
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+              "actions": [],
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+                  "success": true
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+                  "type": "screenshot",
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+                  "success": true
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+                  "success": true
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+                  "success": true
+                },
+                {
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+                  "type": "screenshot",
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+                  "success": true
+                },
+                {
+                  "index": 8,
+                  "type": "textContent",
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+                  "success": true
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+                  "type": "goBack",
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+                  "success": true
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+              "actions": [
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+                  "success": true
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+                  "type": "waitForSelector",
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+                  "success": true
+                },
+                {
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+                  "type": "screenshot",
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+                  "success": true
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+                {
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+                  "type": "textContent",
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+                  "success": true
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+                  "success": true
+                },
+                {
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+                  "type": "screenshot",
+                  "durationMs": 3794.21,
+                  "success": true
+                },
+                {
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+                  "type": "textContent",
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+                  "success": true
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+                  "success": true
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+              "actionsPerSecond": 0.13,
+              "actions": [
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+                  "success": true
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+                  "success": true
+                },
+                {
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+                  "type": "screenshot",
+                  "durationMs": 12028.87,
+                  "success": true
+                },
+                {
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+                  "type": "textContent",
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+                  "success": true
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+                {
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+                  "type": "click",
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+                  "success": true
+                },
+                {
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+                  "type": "waitForSelector",
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+                  "success": true
+                },
+                {
+                  "index": 7,
+                  "type": "screenshot",
+                  "durationMs": 19791.32,
+                  "success": true
+                },
+                {
+                  "index": 8,
+                  "type": "textContent",
+                  "durationMs": 418.5,
+                  "success": true
+                },
+                {
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+                  "type": "goBack",
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+                  "success": true
+                },
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+                  "type": "waitForSelector",
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+                  "success": true
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+              "connectMs": 2708.24,
+              "taskMs": 38894.17,
+              "actionsCompleted": 10,
+              "actionsPerSecond": 0.26,
+              "actions": [
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+                  "type": "navigate",
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+                  "success": true
+                },
+                {
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+                  "type": "waitForSelector",
+                  "durationMs": 5323.05,
+                  "success": true
+                },
+                {
+                  "index": 3,
+                  "type": "screenshot",
+                  "durationMs": 5213.79,
+                  "success": true
+                },
+                {
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+                  "type": "textContent",
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+                  "success": true
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+                {
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+                  "success": true
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+                {
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+                  "success": true
+                },
+                {
+                  "index": 7,
+                  "type": "screenshot",
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+                  "success": true
+                },
+                {
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+                  "type": "textContent",
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+          "maxConcurrentActions": 6,
+          "loopsPerSession": 1
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+          "p99": 6,
+          "samples": 1
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+          "p95": 0.76,
+          "p99": 0.76,
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+          "p99": 0.26,
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+        "perActionType": {
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+          "waitForSelector": {
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+            "p95": 7137.41,
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+          "screenshot": {
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+            "p99": 1069.54,
+            "samples": 12
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+          "click": {
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+            "p95": 24475.44,
+            "p99": 24475.44,
+            "samples": 6
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+          "goBack": {
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+            "p95": 2506.04,
+            "p99": 2506.04,
+            "samples": 6
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+      "compositeScore": 9.2,
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+      "sessionCeiling": 6,
+      "concurrencyAchieved": 6,
+      "latencyRepresentative": false,
+      "quotaLimited": true,
+      "quotaEvidence": "Max active sessions limit exceeded (limit: 5, current: 6). Please close some sessions or upgrade your plan."
+    },
+    {
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+      "mode": "browser-concurrent",
+      "concurrencyLevel": 25,
+      "rounds": [
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+          "createMs": 8426.4,
+          "connectMs": 1386.33,
+          "taskMs": 6258.71,
+          "releaseMs": 2696.93,
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+              "connectMs": 0,
+              "taskMs": 0,
+              "actionsCompleted": 0,
+              "actionsPerSecond": 0,
+              "actions": [],
+              "error": "429 Concurrent session limit reached for your hobby plan. Release a running session (DELETE /v1/sessions/{id}) before creating another, or upgrade your plan for a higher limit."
+            },
+            {
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+              "createMs": 0,
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+              "actionsCompleted": 0,
+              "actionsPerSecond": 0,
+              "actions": [],
+              "error": "429 Concurrent session limit reached for your hobby plan. Release a running session (DELETE /v1/sessions/{id}) before creating another, or upgrade your plan for a higher limit."
+            },
+            {
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+              "actionsCompleted": 0,
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+              "actions": [],
+              "error": "429 Concurrent session limit reached for your hobby plan. Release a running session (DELETE /v1/sessions/{id}) before creating another, or upgrade your plan for a higher limit."
+            },
+            {
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+              "actions": [],
+              "error": "429 Concurrent session limit reached for your hobby plan. Release a running session (DELETE /v1/sessions/{id}) before creating another, or upgrade your plan for a higher limit."
+            },
+            {
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+              "actions": [],
+              "error": "429 Concurrent session limit reached for your hobby plan. Release a running session (DELETE /v1/sessions/{id}) before creating another, or upgrade your plan for a higher limit."
+            },
+            {
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+              "actions": [],
+              "error": "429 Concurrent session limit reached for your hobby plan. Release a running session (DELETE /v1/sessions/{id}) before creating another, or upgrade your plan for a higher limit."
+            },
+            {
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+              "actionsCompleted": 0,
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+              "actions": [],
+              "error": "429 Concurrent session limit reached for your hobby plan. Release a running session (DELETE /v1/sessions/{id}) before creating another, or upgrade your plan for a higher limit."
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+              "actions": [],
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+}
\ No newline at end of file
diff --git a/results/browser-concurrent/c5/2026-08-14.json b/results/browser-concurrent/c5/2026-08-14.json
new file mode 100644
index 00000000..b1d92975
--- /dev/null
+++ b/results/browser-concurrent/c5/2026-08-14.json
@@ -0,0 +1,9531 @@
+{
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+}
\ No newline at end of file
diff --git a/results/browser-concurrent/c5/2026-08-18.json b/results/browser-concurrent/c5/2026-08-18.json
new file mode 100644
index 00000000..b66131dd
--- /dev/null
+++ b/results/browser-concurrent/c5/2026-08-18.json
@@ -0,0 +1,9545 @@
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+}
\ No newline at end of file
diff --git a/results/browser-concurrent/c5/latest.json b/results/browser-concurrent/c5/latest.json
new file mode 100644
index 00000000..b66131dd
--- /dev/null
+++ b/results/browser-concurrent/c5/latest.json
@@ -0,0 +1,9545 @@
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+}
\ No newline at end of file
diff --git a/results/browser-concurrent/c50/2026-08-14.json b/results/browser-concurrent/c50/2026-08-14.json
new file mode 100644
index 00000000..98f1734d
--- /dev/null
+++ b/results/browser-concurrent/c50/2026-08-14.json
@@ -0,0 +1,17427 @@
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+              "actionsCompleted": 10,
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+                  "type": "waitForSelector",
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+                  "success": true
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+                  "type": "screenshot",
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+                  "success": true
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+                  "type": "textContent",
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+                  "success": true
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+                  "type": "waitForSelector",
+                  "durationMs": 1988.54,
+                  "success": true
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+                {
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+                  "type": "screenshot",
+                  "durationMs": 3994.53,
+                  "success": true
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+                  "type": "textContent",
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+                  "success": true
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+                  "type": "goBack",
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+                  "success": true
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+                  "type": "waitForSelector",
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+                  "success": true
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+              "connectMs": 968.43,
+              "taskMs": 14843.55,
+              "actionsCompleted": 10,
+              "actionsPerSecond": 0.67,
+              "actions": [
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+                  "type": "navigate",
+                  "durationMs": 1075.48,
+                  "success": true
+                },
+                {
+                  "index": 2,
+                  "type": "waitForSelector",
+                  "durationMs": 2994.24,
+                  "success": true
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+                {
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+                  "type": "screenshot",
+                  "durationMs": 2823.82,
+                  "success": true
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+                  "type": "textContent",
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+                  "success": true
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+                  "type": "click",
+                  "durationMs": 3690.18,
+                  "success": true
+                },
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+                  "type": "waitForSelector",
+                  "durationMs": 1084.16,
+                  "success": true
+                },
+                {
+                  "index": 7,
+                  "type": "screenshot",
+                  "durationMs": 1597.04,
+                  "success": true
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+                {
+                  "index": 8,
+                  "type": "textContent",
+                  "durationMs": 157.55,
+                  "success": true
+                },
+                {
+                  "index": 9,
+                  "type": "goBack",
+                  "durationMs": 407.84,
+                  "success": true
+                },
+                {
+                  "index": 10,
+                  "type": "waitForSelector",
+                  "durationMs": 921.03,
+                  "success": true
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+              "createMs": 366.38,
+              "connectMs": 941.05,
+              "taskMs": 15315.88,
+              "actionsCompleted": 10,
+              "actionsPerSecond": 0.65,
+              "actions": [
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+                  "index": 1,
+                  "type": "navigate",
+                  "durationMs": 791.31,
+                  "success": true
+                },
+                {
+                  "index": 2,
+                  "type": "waitForSelector",
+                  "durationMs": 1986.85,
+                  "success": true
+                },
+                {
+                  "index": 3,
+                  "type": "screenshot",
+                  "durationMs": 4218.44,
+                  "success": true
+                },
+                {
+                  "index": 4,
+                  "type": "textContent",
+                  "durationMs": 81.76,
+                  "success": true
+                },
+                {
+                  "index": 5,
+                  "type": "click",
+                  "durationMs": 3023.58,
+                  "success": true
+                },
+                {
+                  "index": 6,
+                  "type": "waitForSelector",
+                  "durationMs": 1198.51,
+                  "success": true
+                },
+                {
+                  "index": 7,
+                  "type": "screenshot",
+                  "durationMs": 1511.53,
+                  "success": true
+                },
+                {
+                  "index": 8,
+                  "type": "textContent",
+                  "durationMs": 88.64,
+                  "success": true
+                },
+                {
+                  "index": 9,
+                  "type": "goBack",
+                  "durationMs": 323.6,
+                  "success": true
+                },
+                {
+                  "index": 10,
+                  "type": "waitForSelector",
+                  "durationMs": 2091.67,
+                  "success": true
+                }
+              ]
+            },
+            {
+              "sessionId": "973a11df-c564-4bbf-86f0-12086fd5f4d9",
+              "createMs": 748.58,
+              "connectMs": 696.26,
+              "taskMs": 11949.02,
+              "actionsCompleted": 10,
+              "actionsPerSecond": 0.84,
+              "actions": [
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+                  "index": 1,
+                  "type": "navigate",
+                  "durationMs": 1543.97,
+                  "success": true
+                },
+                {
+                  "index": 2,
+                  "type": "waitForSelector",
+                  "durationMs": 940.9,
+                  "success": true
+                },
+                {
+                  "index": 3,
+                  "type": "screenshot",
+                  "durationMs": 1676.51,
+                  "success": true
+                },
+                {
+                  "index": 4,
+                  "type": "textContent",
+                  "durationMs": 106.86,
+                  "success": true
+                },
+                {
+                  "index": 5,
+                  "type": "click",
+                  "durationMs": 3770.03,
+                  "success": true
+                },
+                {
+                  "index": 6,
+                  "type": "waitForSelector",
+                  "durationMs": 889.91,
+                  "success": true
+                },
+                {
+                  "index": 7,
+                  "type": "screenshot",
+                  "durationMs": 1621.56,
+                  "success": true
+                },
+                {
+                  "index": 8,
+                  "type": "textContent",
+                  "durationMs": 167.86,
+                  "success": true
+                },
+                {
+                  "index": 9,
+                  "type": "goBack",
+                  "durationMs": 456.26,
+                  "success": true
+                },
+                {
+                  "index": 10,
+                  "type": "waitForSelector",
+                  "durationMs": 775.17,
+                  "success": true
+                }
+              ]
+            },
+            {
+              "sessionId": "1717e6f9-99cb-4760-9a86-5a79b27c5d75",
+              "createMs": 721.74,
+              "connectMs": 1551.37,
+              "taskMs": 34067.13,
+              "actionsCompleted": 10,
+              "actionsPerSecond": 0.29,
+              "actions": [
+                {
+                  "index": 1,
+                  "type": "navigate",
+                  "durationMs": 2150.64,
+                  "success": true
+                },
+                {
+                  "index": 2,
+                  "type": "waitForSelector",
+                  "durationMs": 3158.88,
+                  "success": true
+                },
+                {
+                  "index": 3,
+                  "type": "screenshot",
+                  "durationMs": 4229.46,
+                  "success": true
+                },
+                {
+                  "index": 4,
+                  "type": "textContent",
+                  "durationMs": 208.42,
+                  "success": true
+                },
+                {
+                  "index": 5,
+                  "type": "click",
+                  "durationMs": 13086.12,
+                  "success": true
+                },
+                {
+                  "index": 6,
+                  "type": "waitForSelector",
+                  "durationMs": 2653.04,
+                  "success": true
+                },
+                {
+                  "index": 7,
+                  "type": "screenshot",
+                  "durationMs": 4493.15,
+                  "success": true
+                },
+                {
+                  "index": 8,
+                  "type": "textContent",
+                  "durationMs": 229.42,
+                  "success": true
+                },
+                {
+                  "index": 9,
+                  "type": "goBack",
+                  "durationMs": 908.44,
+                  "success": true
+                },
+                {
+                  "index": 10,
+                  "type": "waitForSelector",
+                  "durationMs": 2949.55,
+                  "success": true
+                }
+              ]
+            }
+          ],
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+          "maxConcurrentActions": 6,
+          "loopsPerSession": 1
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+          "p95": 6,
+          "p99": 6,
+          "samples": 1
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+        "createMs": {
+          "median": 1088.52,
+          "p95": 1088.52,
+          "p99": 1088.52,
+          "samples": 1
+        },
+        "connectMs": {
+          "median": 1552.37,
+          "p95": 1552.37,
+          "p99": 1552.37,
+          "samples": 1
+        },
+        "taskMs": {
+          "median": 34068.65,
+          "p95": 34068.65,
+          "p99": 34068.65,
+          "samples": 1
+        },
+        "loopMs": {
+          "median": 15079.72,
+          "p95": 34067.13,
+          "p99": 34067.13,
+          "samples": 6
+        },
+        "actionsPerSecond": {
+          "median": 1.76,
+          "p95": 1.76,
+          "p99": 1.76,
+          "samples": 1
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+        "perSessionActionsPerSecond": {
+          "median": 0.66,
+          "p95": 0.84,
+          "p99": 0.84,
+          "samples": 6
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+        "perActionType": {
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+            "median": 1498.63,
+            "p95": 2908.61,
+            "p99": 2908.61,
+            "samples": 6
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+          "waitForSelector": {
+            "median": 1592.68,
+            "p95": 3399.95,
+            "p99": 3399.95,
+            "samples": 18
+          },
+          "screenshot": {
+            "median": 2263.74,
+            "p95": 4493.15,
+            "p99": 4493.15,
+            "samples": 12
+          },
+          "textContent": {
+            "median": 132.2,
+            "p95": 229.42,
+            "p99": 229.42,
+            "samples": 12
+          },
+          "click": {
+            "median": 4017.86,
+            "p95": 13086.12,
+            "p99": 13086.12,
+            "samples": 6
+          },
+          "goBack": {
+            "median": 432.05,
+            "p95": 908.44,
+            "p99": 908.44,
+            "samples": 6
+          }
+        }
+      },
+      "compositeScore": 7.9,
+      "successRate": 0.12,
+      "sessionCeiling": 6,
+      "concurrencyAchieved": 6,
+      "latencyRepresentative": false,
+      "quotaLimited": true,
+      "quotaEvidence": "Max active sessions limit exceeded (limit: 5, current: 6). Please close some sessions or upgrade your plan."
+    },
+    {
+      "provider": "steel",
+      "mode": "browser-concurrent",
+      "concurrencyLevel": 50,
+      "rounds": [
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+          "sessionsAlive": 5,
+          "createMs": 11290.2,
+          "connectMs": 1590.79,
+          "taskMs": 11404.37,
+          "releaseMs": 861.76,
+          "totalMs": 27159.13,
+          "aggregateActionsPerSecond": 4.38,
+          "sessions": [
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+              "connectMs": 0,
+              "taskMs": 0,
+              "actionsCompleted": 0,
+              "actionsPerSecond": 0,
+              "actions": [],
+              "error": "429 Concurrent session limit reached for your hobby plan. Release a running session (DELETE /v1/sessions/{id}) before creating another, or upgrade your plan for a higher limit."
+            },
+            {
+              "sessionId": "",
+              "createMs": 0,
+              "connectMs": 0,
+              "taskMs": 0,
+              "actionsCompleted": 0,
+              "actionsPerSecond": 0,
+              "actions": [],
+              "error": "429 Concurrent session limit reached for your hobby plan. Release a running session (DELETE /v1/sessions/{id}) before creating another, or upgrade your plan for a higher limit."
+            },
+            {
+              "sessionId": "",
+              "createMs": 0,
+              "connectMs": 0,
+              "taskMs": 0,
+              "actionsCompleted": 0,
+              "actionsPerSecond": 0,
+              "actions": [],
+              "error": "429 Concurrent session limit reached for your hobby plan. Release a running session (DELETE /v1/sessions/{id}) before creating another, or upgrade your plan for a higher limit."
+            },
+            {
+              "sessionId": "",
+              "createMs": 0,
+              "connectMs": 0,
+              "taskMs": 0,
+              "actionsCompleted": 0,
+              "actionsPerSecond": 0,
+              "actions": [],
+              "error": "429 Concurrent session limit reached for your hobby plan. Release a running session (DELETE /v1/sessions/{id}) before creating another, or upgrade your plan for a higher limit."
+            },
+            {
+              "sessionId": "",
+              "createMs": 0,
+              "connectMs": 0,
+              "taskMs": 0,
+              "actionsCompleted": 0,
+              "actionsPerSecond": 0,
+              "actions": [],
+              "error": "429 Concurrent session limit reached for your hobby plan. Release a running session (DELETE /v1/sessions/{id}) before creating another, or upgrade your plan for a higher limit."
+            },
+            {
+              "sessionId": "",
+              "createMs": 0,
+              "connectMs": 0,
+              "taskMs": 0,
+              "actionsCompleted": 0,
+              "actionsPerSecond": 0,
+              "actions": [],
+              "error": "429 Concurrent session limit reached for your hobby plan. Release a running session (DELETE /v1/sessions/{id}) before creating another, or upgrade your plan for a higher limit."
+            },
+            {
+              "sessionId": "",
+              "createMs": 0,
+              "connectMs": 0,
+              "taskMs": 0,
+              "actionsCompleted": 0,
+              "actionsPerSecond": 0,
+              "actions": [],
+              "error": "429 Concurrent session limit reached for your hobby plan. Release a running session (DELETE /v1/sessions/{id}) before creating another, or upgrade your plan for a higher limit."
+            },
+            {
+              "sessionId": "",
+              "createMs": 0,
+              "connectMs": 0,
+              "taskMs": 0,
+              "actionsCompleted": 0,
+              "actionsPerSecond": 0,
+              "actions": [],
+              "error": "429 Concurrent session limit reached for your hobby plan. Release a running session (DELETE /v1/sessions/{id}) before creating another, or upgrade your plan for a higher limit."
+            },
+            {
+              "sessionId": "",
+              "createMs": 0,
+              "connectMs": 0,
+              "taskMs": 0,
+              "actionsCompleted": 0,
+              "actionsPerSecond": 0,
+              "actions": [],
+              "error": "429 Concurrent session limit reached for your hobby plan. Release a running session (DELETE /v1/sessions/{id}) before creating another, or upgrade your plan for a higher limit."
+            },
+            {
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+              "createMs": 0,
+              "connectMs": 0,
+              "taskMs": 0,
+              "actionsCompleted": 0,
+              "actionsPerSecond": 0,
+              "actions": [],
+              "error": "429 Concurrent session limit reached for your hobby plan. Release a running session (DELETE /v1/sessions/{id}) before creating another, or upgrade your plan for a higher limit."
+            },
+            {
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+              "createMs": 0,
+              "connectMs": 0,
+              "taskMs": 0,
+              "actionsCompleted": 0,
+              "actionsPerSecond": 0,
+              "actions": [],
+              "error": "429 Concurrent session limit reached for your hobby plan. Release a running session (DELETE /v1/sessions/{id}) before creating another, or upgrade your plan for a higher limit."
+            },
+            {
+              "sessionId": "",
+              "createMs": 0,
+              "connectMs": 0,
+              "taskMs": 0,
+              "actionsCompleted": 0,
+              "actionsPerSecond": 0,
+              "actions": [],
+              "error": "429 Concurrent session limit reached for your hobby plan. Release a running session (DELETE /v1/sessions/{id}) before creating another, or upgrade your plan for a higher limit."
+            },
+            {
+              "sessionId": "",
+              "createMs": 0,
+              "connectMs": 0,
+              "taskMs": 0,
+              "actionsCompleted": 0,
+              "actionsPerSecond": 0,
+              "actions": [],
+              "error": "429 Concurrent session limit reached for your hobby plan. Release a running session (DELETE /v1/sessions/{id}) before creating another, or upgrade your plan for a higher limit."
+            },
+            {
+              "sessionId": "",
+              "createMs": 0,
+              "connectMs": 0,
+              "taskMs": 0,
+              "actionsCompleted": 0,
+              "actionsPerSecond": 0,
+              "actions": [],
+              "error": "429 Concurrent session limit reached for your hobby plan. Release a running session (DELETE /v1/sessions/{id}) before creating another, or upgrade your plan for a higher limit."
+            },
+            {
+              "sessionId": "",
+              "createMs": 0,
+              "connectMs": 0,
+              "taskMs": 0,
+              "actionsCompleted": 0,
+              "actionsPerSecond": 0,
+              "actions": [],
+              "error": "429 Concurrent session limit reached for your hobby plan. Release a running session (DELETE /v1/sessions/{id}) before creating another, or upgrade your plan for a higher limit."
+            },
+            {
+              "sessionId": "",
+              "createMs": 0,
+              "connectMs": 0,
+              "taskMs": 0,
+              "actionsCompleted": 0,
+              "actionsPerSecond": 0,
+              "actions": [],
+              "error": "429 Concurrent session limit reached for your hobby plan. Release a running session (DELETE /v1/sessions/{id}) before creating another, or upgrade your plan for a higher limit."
+            },
+            {
+              "sessionId": "",
+              "createMs": 0,
+              "connectMs": 0,
+              "taskMs": 0,
+              "actionsCompleted": 0,
+              "actionsPerSecond": 0,
+              "actions": [],
+              "error": "429 Concurrent session limit reached for your hobby plan. Release a running session (DELETE /v1/sessions/{id}) before creating another, or upgrade your plan for a higher limit."
+            },
+            {
+              "sessionId": "",
+              "createMs": 0,
+              "connectMs": 0,
+              "taskMs": 0,
+              "actionsCompleted": 0,
+              "actionsPerSecond": 0,
+              "actions": [],
+              "error": "429 Concurrent session limit reached for your hobby plan. Release a running session (DELETE /v1/sessions/{id}) before creating another, or upgrade your plan for a higher limit."
+            },
+            {
+              "sessionId": "",
+              "createMs": 0,
+              "connectMs": 0,
+              "taskMs": 0,
+              "actionsCompleted": 0,
+              "actionsPerSecond": 0,
+              "actions": [],
+              "error": "429 Concurrent session limit reached for your hobby plan. Release a running session (DELETE /v1/sessions/{id}) before creating another, or upgrade your plan for a higher limit."
+            },
+            {
+              "sessionId": "",
+              "createMs": 0,
+              "connectMs": 0,
+              "taskMs": 0,
+              "actionsCompleted": 0,
+              "actionsPerSecond": 0,
+              "actions": [],
+              "error": "429 Concurrent session limit reached for your hobby plan. Release a running session (DELETE /v1/sessions/{id}) before creating another, or upgrade your plan for a higher limit."
+            },
+            {
+              "sessionId": "",
+              "createMs": 0,
+              "connectMs": 0,
+              "taskMs": 0,
+              "actionsCompleted": 0,
+              "actionsPerSecond": 0,
+              "actions": [],
+              "error": "429 Concurrent session limit reached for your hobby plan. Release a running session (DELETE /v1/sessions/{id}) before creating another, or upgrade your plan for a higher limit."
+            },
+            {
+              "sessionId": "",
+              "createMs": 0,
+              "connectMs": 0,
+              "taskMs": 0,
+              "actionsCompleted": 0,
+              "actionsPerSecond": 0,
+              "actions": [],
+              "error": "429 Concurrent session limit reached for your hobby plan. Release a running session (DELETE /v1/sessions/{id}) before creating another, or upgrade your plan for a higher limit."
+            },
+            {
+              "sessionId": "",
+              "createMs": 0,
+              "connectMs": 0,
+              "taskMs": 0,
+              "actionsCompleted": 0,
+              "actionsPerSecond": 0,
+              "actions": [],
+              "error": "429 Concurrent session limit reached for your hobby plan. Release a running session (DELETE /v1/sessions/{id}) before creating another, or upgrade your plan for a higher limit."
+            },
+            {
+              "sessionId": "",
+              "createMs": 0,
+              "connectMs": 0,
+              "taskMs": 0,
+              "actionsCompleted": 0,
+              "actionsPerSecond": 0,
+              "actions": [],
+              "error": "429 Concurrent session limit reached for your hobby plan. Release a running session (DELETE /v1/sessions/{id}) before creating another, or upgrade your plan for a higher limit."
+            },
+            {
+              "sessionId": "",
+              "createMs": 0,
+              "connectMs": 0,
+              "taskMs": 0,
+              "actionsCompleted": 0,
+              "actionsPerSecond": 0,
+              "actions": [],
+              "error": "429 Concurrent session limit reached for your hobby plan. Release a running session (DELETE /v1/sessions/{id}) before creating another, or upgrade your plan for a higher limit."
+            },
+            {
+              "sessionId": "",
+              "createMs": 0,
+              "connectMs": 0,
+              "taskMs": 0,
+              "actionsCompleted": 0,
+              "actionsPerSecond": 0,
+              "actions": [],
+              "error": "429 Concurrent session limit reached for your hobby plan. Release a running session (DELETE /v1/sessions/{id}) before creating another, or upgrade your plan for a higher limit."
+            },
+            {
+              "sessionId": "",
+              "createMs": 0,
+              "connectMs": 0,
+              "taskMs": 0,
+              "actionsCompleted": 0,
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+              "actions": [],
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+              "error": "429 Concurrent session limit reached for your hobby plan. Release a running session (DELETE /v1/sessions/{id}) before creating another, or upgrade your plan for a higher limit."
+            },
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+                  "type": "screenshot",
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+                {
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+                  "success": true
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+                  "type": "textContent",
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+                  "success": true
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+                  "type": "click",
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+                  "success": true
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+                  "success": true
+                },
+                {
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+                  "type": "screenshot",
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+                  "success": true
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+                {
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+                  "success": true
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+                  "type": "goBack",
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+                  "success": true
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+                  "success": true
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+                {
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+                  "type": "screenshot",
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+                  "success": true
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+                  "success": true
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+                {
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+                  "type": "screenshot",
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+                  "success": true
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+}
\ No newline at end of file
diff --git a/results/browser-concurrent/c50/2026-08-18.json b/results/browser-concurrent/c50/2026-08-18.json
new file mode 100644
index 00000000..8b478524
--- /dev/null
+++ b/results/browser-concurrent/c50/2026-08-18.json
@@ -0,0 +1,17698 @@
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+                  "type": "textContent",
+                  "durationMs": 391.08,
+                  "success": true
+                },
+                {
+                  "index": 5,
+                  "type": "click",
+                  "durationMs": 15318.01,
+                  "success": true
+                },
+                {
+                  "index": 6,
+                  "type": "waitForSelector",
+                  "durationMs": 3488.07,
+                  "success": true
+                },
+                {
+                  "index": 7,
+                  "type": "screenshot",
+                  "durationMs": 5460.7,
+                  "success": true
+                },
+                {
+                  "index": 8,
+                  "type": "textContent",
+                  "durationMs": 1162.89,
+                  "success": true
+                },
+                {
+                  "index": 9,
+                  "type": "goBack",
+                  "durationMs": 2953.5,
+                  "success": true
+                },
+                {
+                  "index": 10,
+                  "type": "waitForSelector",
+                  "durationMs": 5102.97,
+                  "success": true
+                }
+              ]
+            },
+            {
+              "sessionId": "edbbbf2b-dec2-4de3-abab-1fcd8396cb19",
+              "createMs": 1738.12,
+              "connectMs": 3301.52,
+              "taskMs": 47293.34,
+              "actionsCompleted": 10,
+              "actionsPerSecond": 0.21,
+              "actions": [
+                {
+                  "index": 1,
+                  "type": "navigate",
+                  "durationMs": 2107.22,
+                  "success": true
+                },
+                {
+                  "index": 2,
+                  "type": "waitForSelector",
+                  "durationMs": 3298.16,
+                  "success": true
+                },
+                {
+                  "index": 3,
+                  "type": "screenshot",
+                  "durationMs": 8883.9,
+                  "success": true
+                },
+                {
+                  "index": 4,
+                  "type": "textContent",
+                  "durationMs": 409.71,
+                  "success": true
+                },
+                {
+                  "index": 5,
+                  "type": "click",
+                  "durationMs": 14306.02,
+                  "success": true
+                },
+                {
+                  "index": 6,
+                  "type": "waitForSelector",
+                  "durationMs": 3110.1,
+                  "success": true
+                },
+                {
+                  "index": 7,
+                  "type": "screenshot",
+                  "durationMs": 9060.65,
+                  "success": true
+                },
+                {
+                  "index": 8,
+                  "type": "textContent",
+                  "durationMs": 452.51,
+                  "success": true
+                },
+                {
+                  "index": 9,
+                  "type": "goBack",
+                  "durationMs": 1137.97,
+                  "success": true
+                },
+                {
+                  "index": 10,
+                  "type": "waitForSelector",
+                  "durationMs": 4527.08,
+                  "success": true
+                }
+              ]
+            }
+          ],
+          "maxLiveSessions": 8,
+          "maxConcurrentActions": 8,
+          "loopsPerSession": 1,
+          "actionTimedOut": true
+        }
+      ],
+      "summary": {
+        "sessionsAlive": {
+          "median": 8,
+          "p95": 8,
+          "p99": 8,
+          "samples": 1
+        },
+        "createMs": {
+          "median": 2960.98,
+          "p95": 2960.98,
+          "p99": 2960.98,
+          "samples": 1
+        },
+        "connectMs": {
+          "median": 4388.43,
+          "p95": 4388.43,
+          "p99": 4388.43,
+          "samples": 1
+        },
+        "taskMs": {
+          "median": 47293.34,
+          "p95": 47293.34,
+          "p99": 47293.34,
+          "samples": 1
+        },
+        "loopMs": {
+          "median": 42311.09,
+          "p95": 47293.34,
+          "p99": 47293.34,
+          "samples": 6
+        },
+        "actionsPerSecond": {
+          "median": 0.94,
+          "p95": 0.94,
+          "p99": 0.94,
+          "samples": 1
+        },
+        "perSessionActionsPerSecond": {
+          "median": 0.22,
+          "p95": 0.27,
+          "p99": 0.27,
+          "samples": 8
+        },
+        "perActionType": {
+          "navigate": {
+            "median": 1662.67,
+            "p95": 2170.35,
+            "p99": 2170.35,
+            "samples": 8
+          },
+          "waitForSelector": {
+            "median": 4081.44,
+            "p95": 6185.58,
+            "p99": 6406.91,
+            "samples": 24
+          },
+          "screenshot": {
+            "median": 5620.64,
+            "p95": 10175.95,
+            "p99": 10175.95,
+            "samples": 14
+          },
+          "textContent": {
+            "median": 430.48,
+            "p95": 5929.84,
+            "p99": 5929.84,
+            "samples": 16
+          },
+          "click": {
+            "median": 14812.02,
+            "p95": 24289.14,
+            "p99": 24289.14,
+            "samples": 8
+          },
+          "goBack": {
+            "median": 1065.39,
+            "p95": 2953.5,
+            "p99": 2953.5,
+            "samples": 8
+          }
+        }
+      },
+      "compositeScore": 4.73,
+      "successRate": 0.12,
+      "sessionCeiling": 8,
+      "concurrencyAchieved": 8,
+      "latencyRepresentative": false,
+      "quotaLimited": true,
+      "quotaEvidence": "Max active sessions limit exceeded (limit: 5, current: 8). Please close some sessions or upgrade your plan."
+    },
+    {
+      "provider": "steel",
+      "mode": "browser-concurrent",
+      "concurrencyLevel": 50,
+      "rounds": [
+        {
+          "sessionsAttempted": 50,
+          "sessionsAlive": 5,
+          "createMs": 7108.01,
+          "connectMs": 1453.27,
+          "taskMs": 9789.04,
+          "releaseMs": 1278.66,
+          "totalMs": 20340.36,
+          "aggregateActionsPerSecond": 5.11,
+          "sessions": [
+            {
+              "sessionId": "",
+              "createMs": 0,
+              "connectMs": 0,
+              "taskMs": 0,
+              "actionsCompleted": 0,
+              "actionsPerSecond": 0,
+              "actions": [],
+              "error": "429 Concurrent session limit reached for your hobby plan. Release a running session (DELETE /v1/sessions/{id}) before creating another, or upgrade your plan for a higher limit."
+            },
+            {
+              "sessionId": "",
+              "createMs": 0,
+              "connectMs": 0,
+              "taskMs": 0,
+              "actionsCompleted": 0,
+              "actionsPerSecond": 0,
+              "actions": [],
+              "error": "429 Concurrent session limit reached for your hobby plan. Release a running session (DELETE /v1/sessions/{id}) before creating another, or upgrade your plan for a higher limit."
+            },
+            {
+              "sessionId": "",
+              "createMs": 0,
+              "connectMs": 0,
+              "taskMs": 0,
+              "actionsCompleted": 0,
+              "actionsPerSecond": 0,
+              "actions": [],
+              "error": "429 Concurrent session limit reached for your hobby plan. Release a running session (DELETE /v1/sessions/{id}) before creating another, or upgrade your plan for a higher limit."
+            },
+            {
+              "sessionId": "",
+              "createMs": 0,
+              "connectMs": 0,
+              "taskMs": 0,
+              "actionsCompleted": 0,
+              "actionsPerSecond": 0,
+              "actions": [],
+              "error": "429 Concurrent session limit reached for your hobby plan. Release a running session (DELETE /v1/sessions/{id}) before creating another, or upgrade your plan for a higher limit."
+            },
+            {
+              "sessionId": "",
+              "createMs": 0,
+              "connectMs": 0,
+              "taskMs": 0,
+              "actionsCompleted": 0,
+              "actionsPerSecond": 0,
+              "actions": [],
+              "error": "429 Concurrent session limit reached for your hobby plan. Release a running session (DELETE /v1/sessions/{id}) before creating another, or upgrade your plan for a higher limit."
+            },
+            {
+              "sessionId": "",
+              "createMs": 0,
+              "connectMs": 0,
+              "taskMs": 0,
+              "actionsCompleted": 0,
+              "actionsPerSecond": 0,
+              "actions": [],
+              "error": "429 Concurrent session limit reached for your hobby plan. Release a running session (DELETE /v1/sessions/{id}) before creating another, or upgrade your plan for a higher limit."
+            },
+            {
+              "sessionId": "",
+              "createMs": 0,
+              "connectMs": 0,
+              "taskMs": 0,
+              "actionsCompleted": 0,
+              "actionsPerSecond": 0,
+              "actions": [],
+              "error": "429 Concurrent session limit reached for your hobby plan. Release a running session (DELETE /v1/sessions/{id}) before creating another, or upgrade your plan for a higher limit."
+            },
+            {
+              "sessionId": "",
+              "createMs": 0,
+              "connectMs": 0,
+              "taskMs": 0,
+              "actionsCompleted": 0,
+              "actionsPerSecond": 0,
+              "actions": [],
+              "error": "429 Concurrent session limit reached for your hobby plan. Release a running session (DELETE /v1/sessions/{id}) before creating another, or upgrade your plan for a higher limit."
+            },
+            {
+              "sessionId": "",
+              "createMs": 0,
+              "connectMs": 0,
+              "taskMs": 0,
+              "actionsCompleted": 0,
+              "actionsPerSecond": 0,
+              "actions": [],
+              "error": "429 Concurrent session limit reached for your hobby plan. Release a running session (DELETE /v1/sessions/{id}) before creating another, or upgrade your plan for a higher limit."
+            },
+            {
+              "sessionId": "",
+              "createMs": 0,
+              "connectMs": 0,
+              "taskMs": 0,
+              "actionsCompleted": 0,
+              "actionsPerSecond": 0,
+              "actions": [],
+              "error": "429 Concurrent session limit reached for your hobby plan. Release a running session (DELETE /v1/sessions/{id}) before creating another, or upgrade your plan for a higher limit."
+            },
+            {
+              "sessionId": "",
+              "createMs": 0,
+              "connectMs": 0,
+              "taskMs": 0,
+              "actionsCompleted": 0,
+              "actionsPerSecond": 0,
+              "actions": [],
+              "error": "429 Concurrent session limit reached for your hobby plan. Release a running session (DELETE /v1/sessions/{id}) before creating another, or upgrade your plan for a higher limit."
+            },
+            {
+              "sessionId": "",
+              "createMs": 0,
+              "connectMs": 0,
+              "taskMs": 0,
+              "actionsCompleted": 0,
+              "actionsPerSecond": 0,
+              "actions": [],
+              "error": "429 Concurrent session limit reached for your hobby plan. Release a running session (DELETE /v1/sessions/{id}) before creating another, or upgrade your plan for a higher limit."
+            },
+            {
+              "sessionId": "",
+              "createMs": 0,
+              "connectMs": 0,
+              "taskMs": 0,
+              "actionsCompleted": 0,
+              "actionsPerSecond": 0,
+              "actions": [],
+              "error": "429 Concurrent session limit reached for your hobby plan. Release a running session (DELETE /v1/sessions/{id}) before creating another, or upgrade your plan for a higher limit."
+            },
+            {
+              "sessionId": "",
+              "createMs": 0,
+              "connectMs": 0,
+              "taskMs": 0,
+              "actionsCompleted": 0,
+              "actionsPerSecond": 0,
+              "actions": [],
+              "error": "429 Concurrent session limit reached for your hobby plan. Release a running session (DELETE /v1/sessions/{id}) before creating another, or upgrade your plan for a higher limit."
+            },
+            {
+              "sessionId": "",
+              "createMs": 0,
+              "connectMs": 0,
+              "taskMs": 0,
+              "actionsCompleted": 0,
+              "actionsPerSecond": 0,
+              "actions": [],
+              "error": "429 Concurrent session limit reached for your hobby plan. Release a running session (DELETE /v1/sessions/{id}) before creating another, or upgrade your plan for a higher limit."
+            },
+            {
+              "sessionId": "",
+              "createMs": 0,
+              "connectMs": 0,
+              "taskMs": 0,
+              "actionsCompleted": 0,
+              "actionsPerSecond": 0,
+              "actions": [],
+              "error": "429 Concurrent session limit reached for your hobby plan. Release a running session (DELETE /v1/sessions/{id}) before creating another, or upgrade your plan for a higher limit."
+            },
+            {
+              "sessionId": "",
+              "createMs": 0,
+              "connectMs": 0,
+              "taskMs": 0,
+              "actionsCompleted": 0,
+              "actionsPerSecond": 0,
+              "actions": [],
+              "error": "429 Concurrent session limit reached for your hobby plan. Release a running session (DELETE /v1/sessions/{id}) before creating another, or upgrade your plan for a higher limit."
+            },
+            {
+              "sessionId": "",
+              "createMs": 0,
+              "connectMs": 0,
+              "taskMs": 0,
+              "actionsCompleted": 0,
+              "actionsPerSecond": 0,
+              "actions": [],
+              "error": "429 Concurrent session limit reached for your hobby plan. Release a running session (DELETE /v1/sessions/{id}) before creating another, or upgrade your plan for a higher limit."
+            },
+            {
+              "sessionId": "",
+              "createMs": 0,
+              "connectMs": 0,
+              "taskMs": 0,
+              "actionsCompleted": 0,
+              "actionsPerSecond": 0,
+              "actions": [],
+              "error": "429 Concurrent session limit reached for your hobby plan. Release a running session (DELETE /v1/sessions/{id}) before creating another, or upgrade your plan for a higher limit."
+            },
+            {
+              "sessionId": "",
+              "createMs": 0,
+              "connectMs": 0,
+              "taskMs": 0,
+              "actionsCompleted": 0,
+              "actionsPerSecond": 0,
+              "actions": [],
+              "error": "429 Concurrent session limit reached for your hobby plan. Release a running session (DELETE /v1/sessions/{id}) before creating another, or upgrade your plan for a higher limit."
+            },
+            {
+              "sessionId": "",
+              "createMs": 0,
+              "connectMs": 0,
+              "taskMs": 0,
+              "actionsCompleted": 0,
+              "actionsPerSecond": 0,
+              "actions": [],
+              "error": "429 Concurrent session limit reached for your hobby plan. Release a running session (DELETE /v1/sessions/{id}) before creating another, or upgrade your plan for a higher limit."
+            },
+            {
+              "sessionId": "",
+              "createMs": 0,
+              "connectMs": 0,
+              "taskMs": 0,
+              "actionsCompleted": 0,
+              "actionsPerSecond": 0,
+              "actions": [],
+              "error": "429 Concurrent session limit reached for your hobby plan. Release a running session (DELETE /v1/sessions/{id}) before creating another, or upgrade your plan for a higher limit."
+            },
+            {
+              "sessionId": "",
+              "createMs": 0,
+              "connectMs": 0,
+              "taskMs": 0,
+              "actionsCompleted": 0,
+              "actionsPerSecond": 0,
+              "actions": [],
+              "error": "429 Concurrent session limit reached for your hobby plan. Release a running session (DELETE /v1/sessions/{id}) before creating another, or upgrade your plan for a higher limit."
+            },
+            {
+              "sessionId": "",
+              "createMs": 0,
+              "connectMs": 0,
+              "taskMs": 0,
+              "actionsCompleted": 0,
+              "actionsPerSecond": 0,
+              "actions": [],
+              "error": "429 Concurrent session limit reached for your hobby plan. Release a running session (DELETE /v1/sessions/{id}) before creating another, or upgrade your plan for a higher limit."
+            },
+            {
+              "sessionId": "",
+              "createMs": 0,
+              "connectMs": 0,
+              "taskMs": 0,
+              "actionsCompleted": 0,
+              "actionsPerSecond": 0,
+              "actions": [],
+              "error": "429 Concurrent session limit reached for your hobby plan. Release a running session (DELETE /v1/sessions/{id}) before creating another, or upgrade your plan for a higher limit."
+            },
+            {
+              "sessionId": "",
+              "createMs": 0,
+              "connectMs": 0,
+              "taskMs": 0,
+              "actionsCompleted": 0,
+              "actionsPerSecond": 0,
+              "actions": [],
+              "error": "429 Concurrent session limit reached for your hobby plan. Release a running session (DELETE /v1/sessions/{id}) before creating another, or upgrade your plan for a higher limit."
+            },
+            {
+              "sessionId": "",
+              "createMs": 0,
+              "connectMs": 0,
+              "taskMs": 0,
+              "actionsCompleted": 0,
+              "actionsPerSecond": 0,
+              "actions": [],
+              "error": "429 Concurrent session limit reached for your hobby plan. Release a running session (DELETE /v1/sessions/{id}) before creating another, or upgrade your plan for a higher limit."
+            },
+            {
+              "sessionId": "",
+              "createMs": 0,
+              "connectMs": 0,
+              "taskMs": 0,
+              "actionsCompleted": 0,
+              "actionsPerSecond": 0,
+              "actions": [],
+              "error": "429 Concurrent session limit reached for your hobby plan. Release a running session (DELETE /v1/sessions/{id}) before creating another, or upgrade your plan for a higher limit."
+            },
+            {
+              "sessionId": "",
+              "createMs": 0,
+              "connectMs": 0,
+              "taskMs": 0,
+              "actionsCompleted": 0,
+              "actionsPerSecond": 0,
+              "actions": [],
+              "error": "429 Concurrent session limit reached for your hobby plan. Release a running session (DELETE /v1/sessions/{id}) before creating another, or upgrade your plan for a higher limit."
+            },
+            {
+              "sessionId": "",
+              "createMs": 0,
+              "connectMs": 0,
+              "taskMs": 0,
+              "actionsCompleted": 0,
+              "actionsPerSecond": 0,
+              "actions": [],
+              "error": "429 Concurrent session limit reached for your hobby plan. Release a running session (DELETE /v1/sessions/{id}) before creating another, or upgrade your plan for a higher limit."
+            },
+            {
+              "sessionId": "",
+              "createMs": 0,
+              "connectMs": 0,
+              "taskMs": 0,
+              "actionsCompleted": 0,
+              "actionsPerSecond": 0,
+              "actions": [],
+              "error": "429 Concurrent session limit reached for your hobby plan. Release a running session (DELETE /v1/sessions/{id}) before creating another, or upgrade your plan for a higher limit."
+            },
+            {
+              "sessionId": "",
+              "createMs": 0,
+              "connectMs": 0,
+              "taskMs": 0,
+              "actionsCompleted": 0,
+              "actionsPerSecond": 0,
+              "actions": [],
+              "error": "429 Concurrent session limit reached for your hobby plan. Release a running session (DELETE /v1/sessions/{id}) before creating another, or upgrade your plan for a higher limit."
+            },
+            {
+              "sessionId": "",
+              "createMs": 0,
+              "connectMs": 0,
+              "taskMs": 0,
+              "actionsCompleted": 0,
+              "actionsPerSecond": 0,
+              "actions": [],
+              "error": "429 Concurrent session limit reached for your hobby plan. Release a running session (DELETE /v1/sessions/{id}) before creating another, or upgrade your plan for a higher limit."
+            },
+            {
+              "sessionId": "",
+              "createMs": 0,
+              "connectMs": 0,
+              "taskMs": 0,
+              "actionsCompleted": 0,
+              "actionsPerSecond": 0,
+              "actions": [],
+              "error": "429 Concurrent session limit reached for your hobby plan. Release a running session (DELETE /v1/sessions/{id}) before creating another, or upgrade your plan for a higher limit."
+            },
+            {
+              "sessionId": "",
+              "createMs": 0,
+              "connectMs": 0,
+              "taskMs": 0,
+              "actionsCompleted": 0,
+              "actionsPerSecond": 0,
+              "actions": [],
+              "error": "429 Concurrent session limit reached for your hobby plan. Release a running session (DELETE /v1/sessions/{id}) before creating another, or upgrade your plan for a higher limit."
+            },
+            {
+              "sessionId": "",
+              "createMs": 0,
+              "connectMs": 0,
+              "taskMs": 0,
+              "actionsCompleted": 0,
+              "actionsPerSecond": 0,
+              "actions": [],
+              "error": "429 Concurrent session limit reached for your hobby plan. Release a running session (DELETE /v1/sessions/{id}) before creating another, or upgrade your plan for a higher limit."
+            },
+            {
+              "sessionId": "",
+              "createMs": 0,
+              "connectMs": 0,
+              "taskMs": 0,
+              "actionsCompleted": 0,
+              "actionsPerSecond": 0,
+              "actions": [],
+              "error": "429 Concurrent session limit reached for your hobby plan. Release a running session (DELETE /v1/sessions/{id}) before creating another, or upgrade your plan for a higher limit."
+            },
+            {
+              "sessionId": "",
+              "createMs": 0,
+              "connectMs": 0,
+              "taskMs": 0,
+              "actionsCompleted": 0,
+              "actionsPerSecond": 0,
+              "actions": [],
+              "error": "429 Concurrent session limit reached for your hobby plan. Release a running session (DELETE /v1/sessions/{id}) before creating another, or upgrade your plan for a higher limit."
+            },
+            {
+              "sessionId": "",
+              "createMs": 0,
+              "connectMs": 0,
+              "taskMs": 0,
+              "actionsCompleted": 0,
+              "actionsPerSecond": 0,
+              "actions": [],
+              "error": "429 Concurrent session limit reached for your hobby plan. Release a running session (DELETE /v1/sessions/{id}) before creating another, or upgrade your plan for a higher limit."
+            },
+            {
+              "sessionId": "",
+              "createMs": 0,
+              "connectMs": 0,
+              "taskMs": 0,
+              "actionsCompleted": 0,
+              "actionsPerSecond": 0,
+              "actions": [],
+              "error": "429 Concurrent session limit reached for your hobby plan. Release a running session (DELETE /v1/sessions/{id}) before creating another, or upgrade your plan for a higher limit."
+            },
+            {
+              "sessionId": "",
+              "createMs": 0,
+              "connectMs": 0,
+              "taskMs": 0,
+              "actionsCompleted": 0,
+              "actionsPerSecond": 0,
+              "actions": [],
+              "error": "429 Concurrent session limit reached for your hobby plan. Release a running session (DELETE /v1/sessions/{id}) before creating another, or upgrade your plan for a higher limit."
+            },
+            {
+              "sessionId": "",
+              "createMs": 0,
+              "connectMs": 0,
+              "taskMs": 0,
+              "actionsCompleted": 0,
+              "actionsPerSecond": 0,
+              "actions": [],
+              "error": "429 Concurrent session limit reached for your hobby plan. Release a running session (DELETE /v1/sessions/{id}) before creating another, or upgrade your plan for a higher limit."
+            },
+            {
+              "sessionId": "",
+              "createMs": 0,
+              "connectMs": 0,
+              "taskMs": 0,
+              "actionsCompleted": 0,
+              "actionsPerSecond": 0,
+              "actions": [],
+              "error": "429 Concurrent session limit reached for your hobby plan. Release a running session (DELETE /v1/sessions/{id}) before creating another, or upgrade your plan for a higher limit."
+            },
+            {
+              "sessionId": "",
+              "createMs": 0,
+              "connectMs": 0,
+              "taskMs": 0,
+              "actionsCompleted": 0,
+              "actionsPerSecond": 0,
+              "actions": [],
+              "error": "429 Concurrent session limit reached for your hobby plan. Release a running session (DELETE /v1/sessions/{id}) before creating another, or upgrade your plan for a higher limit."
+            },
+            {
+              "sessionId": "",
+              "createMs": 0,
+              "connectMs": 0,
+              "taskMs": 0,
+              "actionsCompleted": 0,
+              "actionsPerSecond": 0,
+              "actions": [],
+              "error": "429 Concurrent session limit reached for your hobby plan. Release a running session (DELETE /v1/sessions/{id}) before creating another, or upgrade your plan for a higher limit."
+            },
+            {
+              "sessionId": "1ef1fff3-f97a-4771-96c2-970187256a07",
+              "createMs": 1217.87,
+              "connectMs": 441.37,
+              "taskMs": 4370.44,
+              "actionsCompleted": 10,
+              "actionsPerSecond": 2.29,
+              "actions": [
+                {
+                  "index": 1,
+                  "type": "navigate",
+                  "durationMs": 323.52,
+                  "success": true
+                },
+                {
+                  "index": 2,
+                  "type": "waitForSelector",
+                  "durationMs": 450.67,
+                  "success": true
+                },
+                {
+                  "index": 3,
+                  "type": "screenshot",
+                  "durationMs": 558.25,
+                  "success": true
+                },
+                {
+                  "index": 4,
+                  "type": "textContent",
+                  "durationMs": 47.04,
+                  "success": true
+                },
+                {
+                  "index": 5,
+                  "type": "click",
+                  "durationMs": 1532.67,
+                  "success": true
+                },
+                {
+                  "index": 6,
+                  "type": "waitForSelector",
+                  "durationMs": 405.53,
+                  "success": true
+                },
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+}
\ No newline at end of file
diff --git a/results/browser-concurrent/c50/latest.json b/results/browser-concurrent/c50/latest.json
new file mode 100644
index 00000000..8b478524
--- /dev/null
+++ b/results/browser-concurrent/c50/latest.json
@@ -0,0 +1,17698 @@
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+          "navigate": {
+            "median": 1662.67,
+            "p95": 2170.35,
+            "p99": 2170.35,
+            "samples": 8
+          },
+          "waitForSelector": {
+            "median": 4081.44,
+            "p95": 6185.58,
+            "p99": 6406.91,
+            "samples": 24
+          },
+          "screenshot": {
+            "median": 5620.64,
+            "p95": 10175.95,
+            "p99": 10175.95,
+            "samples": 14
+          },
+          "textContent": {
+            "median": 430.48,
+            "p95": 5929.84,
+            "p99": 5929.84,
+            "samples": 16
+          },
+          "click": {
+            "median": 14812.02,
+            "p95": 24289.14,
+            "p99": 24289.14,
+            "samples": 8
+          },
+          "goBack": {
+            "median": 1065.39,
+            "p95": 2953.5,
+            "p99": 2953.5,
+            "samples": 8
+          }
+        }
+      },
+      "compositeScore": 4.73,
+      "successRate": 0.12,
+      "sessionCeiling": 8,
+      "concurrencyAchieved": 8,
+      "latencyRepresentative": false,
+      "quotaLimited": true,
+      "quotaEvidence": "Max active sessions limit exceeded (limit: 5, current: 8). Please close some sessions or upgrade your plan."
+    },
+    {
+      "provider": "steel",
+      "mode": "browser-concurrent",
+      "concurrencyLevel": 50,
+      "rounds": [
+        {
+          "sessionsAttempted": 50,
+          "sessionsAlive": 5,
+          "createMs": 7108.01,
+          "connectMs": 1453.27,
+          "taskMs": 9789.04,
+          "releaseMs": 1278.66,
+          "totalMs": 20340.36,
+          "aggregateActionsPerSecond": 5.11,
+          "sessions": [
+            {
+              "sessionId": "",
+              "createMs": 0,
+              "connectMs": 0,
+              "taskMs": 0,
+              "actionsCompleted": 0,
+              "actionsPerSecond": 0,
+              "actions": [],
+              "error": "429 Concurrent session limit reached for your hobby plan. Release a running session (DELETE /v1/sessions/{id}) before creating another, or upgrade your plan for a higher limit."
+            },
+            {
+              "sessionId": "",
+              "createMs": 0,
+              "connectMs": 0,
+              "taskMs": 0,
+              "actionsCompleted": 0,
+              "actionsPerSecond": 0,
+              "actions": [],
+              "error": "429 Concurrent session limit reached for your hobby plan. Release a running session (DELETE /v1/sessions/{id}) before creating another, or upgrade your plan for a higher limit."
+            },
+            {
+              "sessionId": "",
+              "createMs": 0,
+              "connectMs": 0,
+              "taskMs": 0,
+              "actionsCompleted": 0,
+              "actionsPerSecond": 0,
+              "actions": [],
+              "error": "429 Concurrent session limit reached for your hobby plan. Release a running session (DELETE /v1/sessions/{id}) before creating another, or upgrade your plan for a higher limit."
+            },
+            {
+              "sessionId": "",
+              "createMs": 0,
+              "connectMs": 0,
+              "taskMs": 0,
+              "actionsCompleted": 0,
+              "actionsPerSecond": 0,
+              "actions": [],
+              "error": "429 Concurrent session limit reached for your hobby plan. Release a running session (DELETE /v1/sessions/{id}) before creating another, or upgrade your plan for a higher limit."
+            },
+            {
+              "sessionId": "",
+              "createMs": 0,
+              "connectMs": 0,
+              "taskMs": 0,
+              "actionsCompleted": 0,
+              "actionsPerSecond": 0,
+              "actions": [],
+              "error": "429 Concurrent session limit reached for your hobby plan. Release a running session (DELETE /v1/sessions/{id}) before creating another, or upgrade your plan for a higher limit."
+            },
+            {
+              "sessionId": "",
+              "createMs": 0,
+              "connectMs": 0,
+              "taskMs": 0,
+              "actionsCompleted": 0,
+              "actionsPerSecond": 0,
+              "actions": [],
+              "error": "429 Concurrent session limit reached for your hobby plan. Release a running session (DELETE /v1/sessions/{id}) before creating another, or upgrade your plan for a higher limit."
+            },
+            {
+              "sessionId": "",
+              "createMs": 0,
+              "connectMs": 0,
+              "taskMs": 0,
+              "actionsCompleted": 0,
+              "actionsPerSecond": 0,
+              "actions": [],
+              "error": "429 Concurrent session limit reached for your hobby plan. Release a running session (DELETE /v1/sessions/{id}) before creating another, or upgrade your plan for a higher limit."
+            },
+            {
+              "sessionId": "",
+              "createMs": 0,
+              "connectMs": 0,
+              "taskMs": 0,
+              "actionsCompleted": 0,
+              "actionsPerSecond": 0,
+              "actions": [],
+              "error": "429 Concurrent session limit reached for your hobby plan. Release a running session (DELETE /v1/sessions/{id}) before creating another, or upgrade your plan for a higher limit."
+            },
+            {
+              "sessionId": "",
+              "createMs": 0,
+              "connectMs": 0,
+              "taskMs": 0,
+              "actionsCompleted": 0,
+              "actionsPerSecond": 0,
+              "actions": [],
+              "error": "429 Concurrent session limit reached for your hobby plan. Release a running session (DELETE /v1/sessions/{id}) before creating another, or upgrade your plan for a higher limit."
+            },
+            {
+              "sessionId": "",
+              "createMs": 0,
+              "connectMs": 0,
+              "taskMs": 0,
+              "actionsCompleted": 0,
+              "actionsPerSecond": 0,
+              "actions": [],
+              "error": "429 Concurrent session limit reached for your hobby plan. Release a running session (DELETE /v1/sessions/{id}) before creating another, or upgrade your plan for a higher limit."
+            },
+            {
+              "sessionId": "",
+              "createMs": 0,
+              "connectMs": 0,
+              "taskMs": 0,
+              "actionsCompleted": 0,
+              "actionsPerSecond": 0,
+              "actions": [],
+              "error": "429 Concurrent session limit reached for your hobby plan. Release a running session (DELETE /v1/sessions/{id}) before creating another, or upgrade your plan for a higher limit."
+            },
+            {
+              "sessionId": "",
+              "createMs": 0,
+              "connectMs": 0,
+              "taskMs": 0,
+              "actionsCompleted": 0,
+              "actionsPerSecond": 0,
+              "actions": [],
+              "error": "429 Concurrent session limit reached for your hobby plan. Release a running session (DELETE /v1/sessions/{id}) before creating another, or upgrade your plan for a higher limit."
+            },
+            {
+              "sessionId": "",
+              "createMs": 0,
+              "connectMs": 0,
+              "taskMs": 0,
+              "actionsCompleted": 0,
+              "actionsPerSecond": 0,
+              "actions": [],
+              "error": "429 Concurrent session limit reached for your hobby plan. Release a running session (DELETE /v1/sessions/{id}) before creating another, or upgrade your plan for a higher limit."
+            },
+            {
+              "sessionId": "",
+              "createMs": 0,
+              "connectMs": 0,
+              "taskMs": 0,
+              "actionsCompleted": 0,
+              "actionsPerSecond": 0,
+              "actions": [],
+              "error": "429 Concurrent session limit reached for your hobby plan. Release a running session (DELETE /v1/sessions/{id}) before creating another, or upgrade your plan for a higher limit."
+            },
+            {
+              "sessionId": "",
+              "createMs": 0,
+              "connectMs": 0,
+              "taskMs": 0,
+              "actionsCompleted": 0,
+              "actionsPerSecond": 0,
+              "actions": [],
+              "error": "429 Concurrent session limit reached for your hobby plan. Release a running session (DELETE /v1/sessions/{id}) before creating another, or upgrade your plan for a higher limit."
+            },
+            {
+              "sessionId": "",
+              "createMs": 0,
+              "connectMs": 0,
+              "taskMs": 0,
+              "actionsCompleted": 0,
+              "actionsPerSecond": 0,
+              "actions": [],
+              "error": "429 Concurrent session limit reached for your hobby plan. Release a running session (DELETE /v1/sessions/{id}) before creating another, or upgrade your plan for a higher limit."
+            },
+            {
+              "sessionId": "",
+              "createMs": 0,
+              "connectMs": 0,
+              "taskMs": 0,
+              "actionsCompleted": 0,
+              "actionsPerSecond": 0,
+              "actions": [],
+              "error": "429 Concurrent session limit reached for your hobby plan. Release a running session (DELETE /v1/sessions/{id}) before creating another, or upgrade your plan for a higher limit."
+            },
+            {
+              "sessionId": "",
+              "createMs": 0,
+              "connectMs": 0,
+              "taskMs": 0,
+              "actionsCompleted": 0,
+              "actionsPerSecond": 0,
+              "actions": [],
+              "error": "429 Concurrent session limit reached for your hobby plan. Release a running session (DELETE /v1/sessions/{id}) before creating another, or upgrade your plan for a higher limit."
+            },
+            {
+              "sessionId": "",
+              "createMs": 0,
+              "connectMs": 0,
+              "taskMs": 0,
+              "actionsCompleted": 0,
+              "actionsPerSecond": 0,
+              "actions": [],
+              "error": "429 Concurrent session limit reached for your hobby plan. Release a running session (DELETE /v1/sessions/{id}) before creating another, or upgrade your plan for a higher limit."
+            },
+            {
+              "sessionId": "",
+              "createMs": 0,
+              "connectMs": 0,
+              "taskMs": 0,
+              "actionsCompleted": 0,
+              "actionsPerSecond": 0,
+              "actions": [],
+              "error": "429 Concurrent session limit reached for your hobby plan. Release a running session (DELETE /v1/sessions/{id}) before creating another, or upgrade your plan for a higher limit."
+            },
+            {
+              "sessionId": "",
+              "createMs": 0,
+              "connectMs": 0,
+              "taskMs": 0,
+              "actionsCompleted": 0,
+              "actionsPerSecond": 0,
+              "actions": [],
+              "error": "429 Concurrent session limit reached for your hobby plan. Release a running session (DELETE /v1/sessions/{id}) before creating another, or upgrade your plan for a higher limit."
+            },
+            {
+              "sessionId": "",
+              "createMs": 0,
+              "connectMs": 0,
+              "taskMs": 0,
+              "actionsCompleted": 0,
+              "actionsPerSecond": 0,
+              "actions": [],
+              "error": "429 Concurrent session limit reached for your hobby plan. Release a running session (DELETE /v1/sessions/{id}) before creating another, or upgrade your plan for a higher limit."
+            },
+            {
+              "sessionId": "",
+              "createMs": 0,
+              "connectMs": 0,
+              "taskMs": 0,
+              "actionsCompleted": 0,
+              "actionsPerSecond": 0,
+              "actions": [],
+              "error": "429 Concurrent session limit reached for your hobby plan. Release a running session (DELETE /v1/sessions/{id}) before creating another, or upgrade your plan for a higher limit."
+            },
+            {
+              "sessionId": "",
+              "createMs": 0,
+              "connectMs": 0,
+              "taskMs": 0,
+              "actionsCompleted": 0,
+              "actionsPerSecond": 0,
+              "actions": [],
+              "error": "429 Concurrent session limit reached for your hobby plan. Release a running session (DELETE /v1/sessions/{id}) before creating another, or upgrade your plan for a higher limit."
+            },
+            {
+              "sessionId": "",
+              "createMs": 0,
+              "connectMs": 0,
+              "taskMs": 0,
+              "actionsCompleted": 0,
+              "actionsPerSecond": 0,
+              "actions": [],
+              "error": "429 Concurrent session limit reached for your hobby plan. Release a running session (DELETE /v1/sessions/{id}) before creating another, or upgrade your plan for a higher limit."
+            },
+            {
+              "sessionId": "",
+              "createMs": 0,
+              "connectMs": 0,
+              "taskMs": 0,
+              "actionsCompleted": 0,
+              "actionsPerSecond": 0,
+              "actions": [],
+              "error": "429 Concurrent session limit reached for your hobby plan. Release a running session (DELETE /v1/sessions/{id}) before creating another, or upgrade your plan for a higher limit."
+            },
+            {
+              "sessionId": "",
+              "createMs": 0,
+              "connectMs": 0,
+              "taskMs": 0,
+              "actionsCompleted": 0,
+              "actionsPerSecond": 0,
+              "actions": [],
+              "error": "429 Concurrent session limit reached for your hobby plan. Release a running session (DELETE /v1/sessions/{id}) before creating another, or upgrade your plan for a higher limit."
+            },
+            {
+              "sessionId": "",
+              "createMs": 0,
+              "connectMs": 0,
+              "taskMs": 0,
+              "actionsCompleted": 0,
+              "actionsPerSecond": 0,
+              "actions": [],
+              "error": "429 Concurrent session limit reached for your hobby plan. Release a running session (DELETE /v1/sessions/{id}) before creating another, or upgrade your plan for a higher limit."
+            },
+            {
+              "sessionId": "",
+              "createMs": 0,
+              "connectMs": 0,
+              "taskMs": 0,
+              "actionsCompleted": 0,
+              "actionsPerSecond": 0,
+              "actions": [],
+              "error": "429 Concurrent session limit reached for your hobby plan. Release a running session (DELETE /v1/sessions/{id}) before creating another, or upgrade your plan for a higher limit."
+            },
+            {
+              "sessionId": "",
+              "createMs": 0,
+              "connectMs": 0,
+              "taskMs": 0,
+              "actionsCompleted": 0,
+              "actionsPerSecond": 0,
+              "actions": [],
+              "error": "429 Concurrent session limit reached for your hobby plan. Release a running session (DELETE /v1/sessions/{id}) before creating another, or upgrade your plan for a higher limit."
+            },
+            {
+              "sessionId": "",
+              "createMs": 0,
+              "connectMs": 0,
+              "taskMs": 0,
+              "actionsCompleted": 0,
+              "actionsPerSecond": 0,
+              "actions": [],
+              "error": "429 Concurrent session limit reached for your hobby plan. Release a running session (DELETE /v1/sessions/{id}) before creating another, or upgrade your plan for a higher limit."
+            },
+            {
+              "sessionId": "",
+              "createMs": 0,
+              "connectMs": 0,
+              "taskMs": 0,
+              "actionsCompleted": 0,
+              "actionsPerSecond": 0,
+              "actions": [],
+              "error": "429 Concurrent session limit reached for your hobby plan. Release a running session (DELETE /v1/sessions/{id}) before creating another, or upgrade your plan for a higher limit."
+            },
+            {
+              "sessionId": "",
+              "createMs": 0,
+              "connectMs": 0,
+              "taskMs": 0,
+              "actionsCompleted": 0,
+              "actionsPerSecond": 0,
+              "actions": [],
+              "error": "429 Concurrent session limit reached for your hobby plan. Release a running session (DELETE /v1/sessions/{id}) before creating another, or upgrade your plan for a higher limit."
+            },
+            {
+              "sessionId": "",
+              "createMs": 0,
+              "connectMs": 0,
+              "taskMs": 0,
+              "actionsCompleted": 0,
+              "actionsPerSecond": 0,
+              "actions": [],
+              "error": "429 Concurrent session limit reached for your hobby plan. Release a running session (DELETE /v1/sessions/{id}) before creating another, or upgrade your plan for a higher limit."
+            },
+            {
+              "sessionId": "",
+              "createMs": 0,
+              "connectMs": 0,
+              "taskMs": 0,
+              "actionsCompleted": 0,
+              "actionsPerSecond": 0,
+              "actions": [],
+              "error": "429 Concurrent session limit reached for your hobby plan. Release a running session (DELETE /v1/sessions/{id}) before creating another, or upgrade your plan for a higher limit."
+            },
+            {
+              "sessionId": "",
+              "createMs": 0,
+              "connectMs": 0,
+              "taskMs": 0,
+              "actionsCompleted": 0,
+              "actionsPerSecond": 0,
+              "actions": [],
+              "error": "429 Concurrent session limit reached for your hobby plan. Release a running session (DELETE /v1/sessions/{id}) before creating another, or upgrade your plan for a higher limit."
+            },
+            {
+              "sessionId": "",
+              "createMs": 0,
+              "connectMs": 0,
+              "taskMs": 0,
+              "actionsCompleted": 0,
+              "actionsPerSecond": 0,
+              "actions": [],
+              "error": "429 Concurrent session limit reached for your hobby plan. Release a running session (DELETE /v1/sessions/{id}) before creating another, or upgrade your plan for a higher limit."
+            },
+            {
+              "sessionId": "",
+              "createMs": 0,
+              "connectMs": 0,
+              "taskMs": 0,
+              "actionsCompleted": 0,
+              "actionsPerSecond": 0,
+              "actions": [],
+              "error": "429 Concurrent session limit reached for your hobby plan. Release a running session (DELETE /v1/sessions/{id}) before creating another, or upgrade your plan for a higher limit."
+            },
+            {
+              "sessionId": "",
+              "createMs": 0,
+              "connectMs": 0,
+              "taskMs": 0,
+              "actionsCompleted": 0,
+              "actionsPerSecond": 0,
+              "actions": [],
+              "error": "429 Concurrent session limit reached for your hobby plan. Release a running session (DELETE /v1/sessions/{id}) before creating another, or upgrade your plan for a higher limit."
+            },
+            {
+              "sessionId": "",
+              "createMs": 0,
+              "connectMs": 0,
+              "taskMs": 0,
+              "actionsCompleted": 0,
+              "actionsPerSecond": 0,
+              "actions": [],
+              "error": "429 Concurrent session limit reached for your hobby plan. Release a running session (DELETE /v1/sessions/{id}) before creating another, or upgrade your plan for a higher limit."
+            },
+            {
+              "sessionId": "",
+              "createMs": 0,
+              "connectMs": 0,
+              "taskMs": 0,
+              "actionsCompleted": 0,
+              "actionsPerSecond": 0,
+              "actions": [],
+              "error": "429 Concurrent session limit reached for your hobby plan. Release a running session (DELETE /v1/sessions/{id}) before creating another, or upgrade your plan for a higher limit."
+            },
+            {
+              "sessionId": "",
+              "createMs": 0,
+              "connectMs": 0,
+              "taskMs": 0,
+              "actionsCompleted": 0,
+              "actionsPerSecond": 0,
+              "actions": [],
+              "error": "429 Concurrent session limit reached for your hobby plan. Release a running session (DELETE /v1/sessions/{id}) before creating another, or upgrade your plan for a higher limit."
+            },
+            {
+              "sessionId": "",
+              "createMs": 0,
+              "connectMs": 0,
+              "taskMs": 0,
+              "actionsCompleted": 0,
+              "actionsPerSecond": 0,
+              "actions": [],
+              "error": "429 Concurrent session limit reached for your hobby plan. Release a running session (DELETE /v1/sessions/{id}) before creating another, or upgrade your plan for a higher limit."
+            },
+            {
+              "sessionId": "",
+              "createMs": 0,
+              "connectMs": 0,
+              "taskMs": 0,
+              "actionsCompleted": 0,
+              "actionsPerSecond": 0,
+              "actions": [],
+              "error": "429 Concurrent session limit reached for your hobby plan. Release a running session (DELETE /v1/sessions/{id}) before creating another, or upgrade your plan for a higher limit."
+            },
+            {
+              "sessionId": "",
+              "createMs": 0,
+              "connectMs": 0,
+              "taskMs": 0,
+              "actionsCompleted": 0,
+              "actionsPerSecond": 0,
+              "actions": [],
+              "error": "429 Concurrent session limit reached for your hobby plan. Release a running session (DELETE /v1/sessions/{id}) before creating another, or upgrade your plan for a higher limit."
+            },
+            {
+              "sessionId": "1ef1fff3-f97a-4771-96c2-970187256a07",
+              "createMs": 1217.87,
+              "connectMs": 441.37,
+              "taskMs": 4370.44,
+              "actionsCompleted": 10,
+              "actionsPerSecond": 2.29,
+              "actions": [
+                {
+                  "index": 1,
+                  "type": "navigate",
+                  "durationMs": 323.52,
+                  "success": true
+                },
+                {
+                  "index": 2,
+                  "type": "waitForSelector",
+                  "durationMs": 450.67,
+                  "success": true
+                },
+                {
+                  "index": 3,
+                  "type": "screenshot",
+                  "durationMs": 558.25,
+                  "success": true
+                },
+                {
+                  "index": 4,
+                  "type": "textContent",
+                  "durationMs": 47.04,
+                  "success": true
+                },
+                {
+                  "index": 5,
+                  "type": "click",
+                  "durationMs": 1532.67,
+                  "success": true
+                },
+                {
+                  "index": 6,
+                  "type": "waitForSelector",
+                  "durationMs": 405.53,
+                  "success": true
+                },
+                {
+                  "index": 7,
+                  "type": "screenshot",
+                  "durationMs": 516.11,
+                  "success": true
+                },
+                {
+                  "index": 8,
+                  "type": "textContent",
+                  "durationMs": 55.78,
+                  "success": true
+                },
+                {
+                  "index": 9,
+                  "type": "goBack",
+                  "durationMs": 117.68,
+                  "success": true
+                },
+                {
+                  "index": 10,
+                  "type": "waitForSelector",
+                  "durationMs": 363.19,
+                  "success": true
+                }
+              ]
+            },
+            {
+              "sessionId": "da49d575-0dba-42d8-81a3-16716a1f3f28",
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+              "connectMs": 468.19,
+              "taskMs": 4635.82,
+              "actionsCompleted": 10,
+              "actionsPerSecond": 2.16,
+              "actions": [
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+                  "index": 1,
+                  "type": "navigate",
+                  "durationMs": 270.94,
+                  "success": true
+                },
+                {
+                  "index": 2,
+                  "type": "waitForSelector",
+                  "durationMs": 572.96,
+                  "success": true
+                },
+                {
+                  "index": 3,
+                  "type": "screenshot",
+                  "durationMs": 638.7,
+                  "success": true
+                },
+                {
+                  "index": 4,
+                  "type": "textContent",
+                  "durationMs": 57.45,
+                  "success": true
+                },
+                {
+                  "index": 5,
+                  "type": "click",
+                  "durationMs": 1443.28,
+                  "success": true
+                },
+                {
+                  "index": 6,
+                  "type": "waitForSelector",
+                  "durationMs": 460.88,
+                  "success": true
+                },
+                {
+                  "index": 7,
+                  "type": "screenshot",
+                  "durationMs": 565.85,
+                  "success": true
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+                {
+                  "index": 8,
+                  "type": "textContent",
+                  "durationMs": 56.35,
+                  "success": true
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+                {
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+                  "type": "goBack",
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+                  "success": true
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+                {
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+                  "type": "waitForSelector",
+                  "durationMs": 440.68,
+                  "success": true
+                }
+              ]
+            },
+            {
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+              "connectMs": 400.38,
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+              "actionsCompleted": 10,
+              "actionsPerSecond": 2.47,
+              "actions": [
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+                  "type": "navigate",
+                  "durationMs": 273.77,
+                  "success": true
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+                {
+                  "index": 2,
+                  "type": "waitForSelector",
+                  "durationMs": 457.17,
+                  "success": true
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+                {
+                  "index": 3,
+                  "type": "screenshot",
+                  "durationMs": 509.28,
+                  "success": true
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+                {
+                  "index": 4,
+                  "type": "textContent",
+                  "durationMs": 51.59,
+                  "success": true
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+                {
+                  "index": 5,
+                  "type": "click",
+                  "durationMs": 1280.97,
+                  "success": true
+                },
+                {
+                  "index": 6,
+                  "type": "waitForSelector",
+                  "durationMs": 399.62,
+                  "success": true
+                },
+                {
+                  "index": 7,
+                  "type": "screenshot",
+                  "durationMs": 528.51,
+                  "success": true
+                },
+                {
+                  "index": 8,
+                  "type": "textContent",
+                  "durationMs": 53.84,
+                  "success": true
+                },
+                {
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+                  "type": "goBack",
+                  "durationMs": 117.21,
+                  "success": true
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+                {
+                  "index": 10,
+                  "type": "waitForSelector",
+                  "durationMs": 383.09,
+                  "success": true
+                }
+              ]
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+  ]
+}
\ No newline at end of file