// How it works
Routing intelligence
for AI agents.
Compyoot sits between your agents and your models. Every request passes through the router — classifies the task, picks the optimal model, executes, logs the result.
Task classification
Task type
extractionanalysisgenerationcoderesearchcreativesimplecomplexreasoning
Complexity score
0.0 → 1.0 from input length, structure, context requirements.
low < 0.3mid 0.3–0.7high > 0.7
Routing table
| Task type | Low | Mid | High |
|---|---|---|---|
| extraction | cerebras-llama | groq-llama | cf-kimi |
| analysis | groq-llama | samba-llama | samba-r1 |
| code | cerebras-qwen | samba-v3 | samba-r1 |
| research | cerebras-llama | cf-kimi | gemini |
| reasoning | cerebras-qwen | openrouter-qwen36 | openrouter-qwen36 |