# Magistral Medium

> Mistral's reasoning model: 128K context, chain-of-thought reasoning and tool calling.

_The Frontier Model Matrix · /models/magistral-medium · [JSON](/api/models/magistral-medium) · [all The Frontier Model Matrix](/models)_

- **name:** Magistral Medium
- **vendor:** Mistral
- **model_id:** magistral-medium-latest
- **context_window:** 128K
- **max_output:** 16K
- **input_per_mtok:** $2.00
- **output_per_mtok:** $5.00
- **strengths:** Mistral's reasoning model: 128K context, chain-of-thought reasoning and tool calling.
- **provider:** Mistral
- **family:** Magistral
- **release_date:** 2025-03-17 (source: https://models.dev/models/mistral/magistral-medium-latest/)
- **last_updated:** 2026-06-15
- **open_weights:** false (source: https://mistral.ai/terms/)
- **license:** proprietary (source: https://mistral.ai/terms/)
- **params_total:** — (verify-against-primary-at-build)
- **params_active:** — (verify-against-primary-at-build)
- **tool_call:** true (source: https://models.dev/models/mistral/magistral-medium-latest/)
- **reasoning:** always (source: https://models.dev/models/mistral/magistral-medium-latest/)
- **structured_output:** — (verify-against-primary-at-build)
- **attachment:** — (verify-against-primary-at-build)
- **temperature:** true (source: https://models.dev/models/mistral/magistral-medium-latest/)
- **knowledge_cutoff:** 2025-06 (source: https://models.dev/models/mistral/magistral-medium-latest/)
- **context_advertised:** 128K (source: https://models.dev/models/mistral/magistral-medium-latest/)
- **context_effective:** — (verify-against-primary-at-build)
- **price_input:** $2.00 (source: https://models.dev/models/mistral/magistral-medium-latest/)
- **price_output:** $5.00 (source: https://models.dev/models/mistral/magistral-medium-latest/)
- **price_cache_read:** — (verify-against-primary-at-build)
- **price_cache_write:** — (verify-against-primary-at-build)
- **cost_per_full_window:** — (verify-against-primary-at-build)
- **cost_per_agent_task:** — (verify-against-primary-at-build)
- **modalities:** text-in,text-out (source: https://models.dev/models/mistral/magistral-medium-latest/)
- **gpqa_diamond:** — (verify-against-primary-at-build)
- **swe_bench_verified:** — (verify-against-primary-at-build)
- **terminal_bench:** — (verify-against-primary-at-build)
- **tau2_bench:** — (verify-against-primary-at-build)
- **bfcl_tool_use:** — (verify-against-primary-at-build)
- **aa_index:** — (verify-against-primary-at-build)
- **lmarena_elo:** — (verify-against-primary-at-build)
- **tokens_per_sec:** — (verify-against-primary-at-build)
- **ttft:** — (verify-against-primary-at-build)
- **hallucination_rate:** — (verify-against-primary-at-build)
- **agent_readiness_score:** — (verify-against-primary-at-build)
- **score_confidence:** partial
- **source_url:** https://models.dev/models/mistral/magistral-medium-latest/
- **source_type:** models.dev
- **last_verified:** 2026-06-15
- **_provenance_note:** structured_output shown as '-' on the canonical entry -> placeholder.