Best AI model for each task
Ranked by quality-per-dollar across 12 models and 8 providers. The best model is rarely the most expensive — pick the right one per task.
| Task | Best value | Highest quality | Cheapest | Savings |
|---|---|---|---|---|
| Classify / route | DeepSeek V3 | Claude Fable 5 | Llama 4 Maverick | −98% |
| Extract structured data | DeepSeek V3 | Claude Fable 5 | Llama 4 Maverick | −98% |
| Summarize | GPT-5.5 | Claude Fable 5 | Llama 4 Maverick | −83% |
| Support / chat | GPT-5.5 | Claude Fable 5 | Llama 4 Maverick | −83% |
| Writing / marketing | GPT-5.5 | Claude Fable 5 | Llama 4 Maverick | −83% |
| Code / review | GPT-5.5 | Claude Fable 5 | Llama 4 Maverick | −83% |
| Hard reasoning / analysis | GPT-5.5 | Claude Fable 5 | Llama 4 Maverick | −83% |
| Research / long context | Gemini 2.5 Pro | Kimi K3 | Llama 4 Maverick | −43% |
Savings vs the premium default per task, on a representative call. Seed scores today — refined from real production results as the data grows.
Best model for classify / route →Best model for extract structured data →Best model for summarize →Best model for support / chat →Best model for writing / marketing →Best model for code / review →Best model for hard reasoning / analysis →Best model for research / long context →
Route every task automatically
Tokenokio applies this per-task, on your own key, and shows what each run really costs.
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