diff --git a/packages/junior-evals/src/eval-ai-gateway-dispatcher.ts b/packages/junior-evals/src/eval-ai-gateway-dispatcher.ts
index ac895cbea3..4463433a0e 100644
--- a/packages/junior-evals/src/eval-ai-gateway-dispatcher.ts
+++ b/packages/junior-evals/src/eval-ai-gateway-dispatcher.ts
@@ -11,13 +11,36 @@ const AI_GATEWAY_ORIGIN = new URL(
 // Leaves time for provider retry backoff and a second attempt inside the
 // separate 60-second eval reply budget.
 export const EVAL_AI_GATEWAY_BODY_TIMEOUT_MS = 25_000;
+// Roach takes the value of each header whose name has `session` for a
+// credential, and it redacts that value in the response that the agent gets.
+// This header carries the Conversation ID, so a model call that names a child
+// agent's Conversation ID would get `<<redacted>>`. AI Gateway only groups
+// requests by it, so evals drop it.
+const SESSION_AFFINITY_HEADER = "x-session-affinity";
 
 function requestOrigin(origin: Dispatcher.DispatchOptions["origin"]): string {
   if (!origin) return "";
   return typeof origin === "string" ? new URL(origin).origin : origin.origin;
 }
 
-/** Install an eval-scoped body timeout for AI Gateway provider requests. */
+// `fetch` passes its headers as a plain object.
+function withoutSessionAffinity(
+  headers: Dispatcher.DispatchOptions["headers"],
+): Dispatcher.DispatchOptions["headers"] {
+  if (!headers || Array.isArray(headers) || Symbol.iterator in headers) {
+    return headers;
+  }
+  return Object.fromEntries(
+    Object.entries(headers).filter(
+      ([name]) => name.toLowerCase() !== SESSION_AFFINITY_HEADER,
+    ),
+  );
+}
+
+/**
+ * Install eval-scoped body timeouts for AI Gateway provider requests, and drop
+ * their session affinity header before they reach Roach.
+ */
 export function installEvalAiGatewayDispatcher(
   bodyTimeoutMs = EVAL_AI_GATEWAY_BODY_TIMEOUT_MS,
   targetOrigin = AI_GATEWAY_ORIGIN,
@@ -30,6 +53,7 @@ export function installEvalAiGatewayDispatcher(
         requestOrigin(options.origin) === normalizedTargetOrigin
           ? {
               ...options,
+              headers: withoutSessionAffinity(options.headers),
               headersTimeout: bodyTimeoutMs,
               bodyTimeout: bodyTimeoutMs,
             }
diff --git a/packages/junior-evals/tests/integration/eval-ai-gateway-dispatcher.test.ts b/packages/junior-evals/tests/integration/eval-ai-gateway-dispatcher.test.ts
index 2c59c0fb47..71d45f640e 100644
--- a/packages/junior-evals/tests/integration/eval-ai-gateway-dispatcher.test.ts
+++ b/packages/junior-evals/tests/integration/eval-ai-gateway-dispatcher.test.ts
@@ -8,12 +8,8 @@ import { installEvalAiGatewayDispatcher } from "../../src/eval-ai-gateway-dispat
 
 const openServers = new Set<http.Server>();
 
-async function startStalledServer(sendHeaders = true): Promise<string> {
-  const server = http.createServer((_request, response) => {
-    if (!sendHeaders) return;
-    response.writeHead(200, { "content-type": "text/event-stream" });
-    response.flushHeaders();
-  });
+async function startServer(listener: http.RequestListener): Promise<string> {
+  const server = http.createServer(listener);
   openServers.add(server);
   await new Promise<void>((resolve) =>
     server.listen(0, "127.0.0.1", () => resolve()),
@@ -25,6 +21,14 @@ async function startStalledServer(sendHeaders = true): Promise<string> {
   return `http://127.0.0.1:${address.port}`;
 }
 
+async function startStalledServer(sendHeaders = true): Promise<string> {
+  return await startServer((_request, response) => {
+    if (!sendHeaders) return;
+    response.writeHead(200, { "content-type": "text/event-stream" });
+    response.flushHeaders();
+  });
+}
+
 afterEach(async () => {
   for (const server of openServers) {
     server.closeAllConnections();
@@ -34,6 +38,27 @@ afterEach(async () => {
 });
 
 describe("eval AI Gateway dispatcher", () => {
+  it("drops the session affinity header", async () => {
+    const targetOrigin = await startServer((request, response) => {
+      response.end(JSON.stringify(request.headers));
+    });
+    const restore = installEvalAiGatewayDispatcher(1_000, targetOrigin);
+    try {
+      const response = await fetch(targetOrigin, {
+        headers: {
+          "X-Session-Affinity": "agent:212aaafaf81eee9e28b821a24fd743e7",
+          "x-api-key": "kept",
+        },
+      });
+      const headers = await response.json();
+
+      expect(headers).not.toHaveProperty("x-session-affinity");
+      expect(headers).toMatchObject({ "x-api-key": "kept" });
+    } finally {
+      await restore();
+    }
+  });
+
   it("terminates a request that never receives headers", async () => {
     const targetOrigin = await startStalledServer(false);
     const restore = installEvalAiGatewayDispatcher(100, targetOrigin);