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27 changes: 8 additions & 19 deletions docs/en/compare/index.md
Original file line number Diff line number Diff line change
Expand Up @@ -23,25 +23,14 @@ This chart visualizes key [performance metrics](https://docs.ultralytics.com/gui
Not sure where to start? Use this decision tree to narrow down the architecture that best fits your hardware and performance requirements.

```mermaid
graph TD
A[Start: Define Project Needs]:::start --> B{Deployment Hardware?}:::decide
B -- "Edge / Mobile (CPU/NPU)" --> C{Latency Priority?}:::decide
B -- "Cloud / GPU" --> D{Accuracy vs Speed?}:::decide

C -- "Extreme Speed (Real-time)" --> E[YOLO26n / YOLO26s]:::out
C -- "Balanced Legacy" --> F[YOLO11s / YOLOv8s]:::out

D -- "Max Accuracy (SOTA)" --> G[YOLO26x / YOLO26l]:::out
D -- "Balanced Performance" --> H[YOLO26m / YOLO11m]:::out

A --> I{Specialized Features?}:::decide
I -- "NMS-Free Inference" --> J[YOLO26 / YOLOv10]:::out
I -- "Multitask (Seg/Pose/OBB)" --> K[YOLO26 / YOLO11]:::out
I -- "Video Analytics" --> L[YOLO26 + Tracking]:::out

classDef start fill:#4CAF50,color:#fff
classDef decide fill:#FF9800,color:#fff
classDef out fill:#9C27B0,color:#fff
flowchart TD
A([Define project needs]) --> B{Existing YOLO11 pipeline?}
B -->|yes| C([YOLO11])
B -->|no| D{Edge or mobile?}
D -->|yes| F([YOLO26n or YOLO26s])
D -->|no| E{Accuracy first?}
E -->|yes| G([YOLO26l or YOLO26x])
E -->|no| H([YOLO26m])
```

## The Current Landscape: YOLO26 and Beyond
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