{"schema_version":"onlylabs.public_signal.v1","title":"Mistral AI Model: mistralai/Devstral-Small-2507","description":"Mistral AI model signal with public source context, captured evidence pages, related signals, and data-business radar classification.","url":"https://onlylabs.fyi/signals/8e102cd9-d018-4aa1-b4c8-06770e85b265","json_url":"https://onlylabs.fyi/signals/8e102cd9-d018-4aa1-b4c8-06770e85b265/signal.json","generated_at":"2026-06-11T02:50:39.393171+00:00","org":{"slug":"mistral","name":"Mistral AI","category":"frontier-lab","category_label":"Frontier lab","dossier_url":"https://onlylabs.fyi/labs/mistral","dossier_json_url":"https://onlylabs.fyi/labs/mistral/dossier.json"},"related_urls":{"signal":"https://onlylabs.fyi/signals/8e102cd9-d018-4aa1-b4c8-06770e85b265","signal_json":"https://onlylabs.fyi/signals/8e102cd9-d018-4aa1-b4c8-06770e85b265/signal.json","source":"https://huggingface.co/mistralai/Devstral-Small-2507","lab_dossier":"https://onlylabs.fyi/labs/mistral","lab_dossier_json":"https://onlylabs.fyi/labs/mistral/dossier.json","analysis":"https://onlylabs.fyi/analysis/mistral","analysis_json":"https://onlylabs.fyi/analysis/mistral/analysis.json","analysis_evidence_json":"https://onlylabs.fyi/analysis/mistral/evidence.json","category":"https://onlylabs.fyi/frontier","category_json":"https://onlylabs.fyi/frontier.json","category_feed":"https://onlylabs.fyi/frontier/feed.xml","category_signals_json":"https://onlylabs.fyi/signals.json","topic":"https://onlylabs.fyi/topics/releases","topic_signals_json":"https://onlylabs.fyi/topics/releases/signals.json","topic_feed":"https://onlylabs.fyi/topics/releases/feed.xml","data_business":null},"answer_pack":{"answer":"Mistral AI published mistralai/Devstral-Small-2507. This model signal is evidence of what shipped on model infrastructure and how the release is positioned. High-signal details: license apache-2.0 · 22.9K HF downloads · Notable model by Mistral with moderate traction. onlylabs links this event to 1 captured evidence page and 6 related model signals.","signal_desk":"releases","source_context":{"source_url":"https://huggingface.co/mistralai/Devstral-Small-2507","source_host":"huggingface.co","occurred_at":"2025-07-04T14:23:44+00:00","first_seen_at":"2026-06-06T01:49:31.522951+00:00","date_source":"source","context":null},"context_markers":[{"label":"Lab","value":"Mistral AI","source":"signal"},{"label":"Signal desk","value":"releases","source":"signal"},{"label":"Source host","value":"huggingface.co","source":"source"},{"label":"License","value":"apache-2.0","source":"model"},{"label":"Library","value":"mistral-common","source":"model"},{"label":"Params","value":"23.6B","source":"model"},{"label":"Downloads","value":"22.9K","source":"traction"},{"label":"Likes","value":"365","source":"traction"},{"label":"Notability","value":"Notable model 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This model signal is evidence of what shipped on model infrastructure and how the release is positioned. 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Devstral excels at using tools to explore codebases, editing multiple files and power software engineering agents. The model achieves remarkable performance on SWE-bench which positions it as the #1 open source model on this [benchmark](#benchmark-results). It is finetuned from [Mistral-Small-3.1](https://huggingface.co/mistralai/Mistral-Small-3.1-24B-Base-2503), therefore it has a long context window of up to 128k tokens. As a coding agent, Devstral is text-only and before fine-tuning from `Mistral-Small-3.1` the vision encoder was removed. 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Devstral excels at using tools to explore codebases, editing multiple files and power software engineering agents. The model achieves remarkable performance on SWE-bench which positions it as the #1 open source model on this [benchmark](#benchmark-results). It is finetuned from [Mistral-Small-3.1](https://huggingface.co/mistralai/Mistral-Small-3.1-24B-Base-2503), therefore it has a long context window of up to 128k tokens. As a coding agent, Devstral is text-only and before fine-tuning from `Mistral-Small-3.1` the vision encoder was removed. 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