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Mistral: enable reasoning_effort for mistral-small-latest

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Neerav Makwana
2026-04-06 22:04:53 -04:00
committed by Ayaan Zaidi
parent de2182877a
commit 68bfc6fcf5
7 changed files with 177 additions and 35 deletions
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docs/providers/mistral.md
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@@ -33,15 +33,15 @@ openclaw onboard --mistral-api-key "$MISTRAL_API_KEY"
OpenClaw currently ships this bundled Mistral catalog:
| Model ref | Input | Context | Max output | Notes |
| -------------------------------- | ----------- | ------- | ---------- | ------------------------ |
| `mistral/mistral-large-latest` | text, image | 262,144 | 16,384 | Default model |
| `mistral/mistral-medium-2508` | text, image | 262,144 | 8,192 | Mistral Medium 3.1 |
| `mistral/mistral-small-latest` | text, image | 128,000 | 16,384 | Smaller multimodal model |
| `mistral/pixtral-large-latest` | text, image | 128,000 | 32,768 | Pixtral |
| `mistral/codestral-latest` | text | 256,000 | 4,096 | Coding |
| `mistral/devstral-medium-latest` | text | 262,144 | 32,768 | Devstral 2 |
| `mistral/magistral-small` | text | 128,000 | 40,000 | Reasoning-enabled |
| Model ref | Input | Context | Max output | Notes |
| -------------------------------- | ----------- | ------- | ---------- | ---------------------------------------------------------------- |
| `mistral/mistral-large-latest` | text, image | 262,144 | 16,384 | Default model |
| `mistral/mistral-medium-2508` | text, image | 262,144 | 8,192 | Mistral Medium 3.1 |
| `mistral/mistral-small-latest` | text, image | 128,000 | 16,384 | Mistral Small 4; adjustable reasoning via API `reasoning_effort` |
| `mistral/pixtral-large-latest` | text, image | 128,000 | 32,768 | Pixtral |
| `mistral/codestral-latest` | text | 256,000 | 4,096 | Coding |
| `mistral/devstral-medium-latest` | text | 262,144 | 32,768 | Devstral 2 |
| `mistral/magistral-small` | text | 128,000 | 40,000 | Reasoning-enabled |
## Config snippet (audio transcription with Voxtral)
@@ -58,6 +58,17 @@ OpenClaw currently ships this bundled Mistral catalog:
}
```
## Adjustable reasoning (`mistral-small-latest`)
`mistral/mistral-small-latest` maps to Mistral Small 4 and supports [adjustable reasoning](https://docs.mistral.ai/capabilities/reasoning/adjustable) on the Chat Completions API via `reasoning_effort` (`none` minimizes extra thinking in the output; `high` surfaces full thinking traces before the final answer).
OpenClaw maps the session **thinking** level to Mistral’s API:
- **off** / **minimal** → `none`
- **low** / **medium** / **high** / **xhigh** / **adaptive** → `high`
Other bundled Mistral catalog models do not use this parameter; keep using `magistral-*` models (for example `magistral-small`) when you want Mistral’s native reasoning-first behavior.
## Notes
- Mistral auth uses `MISTRAL_API_KEY`.