{"schema_version":"onlylabs.public_signal.v1","title":"Moonshot AI (Kimi) Model: moonshotai/Kimi-Dev-72B","description":"Moonshot AI (Kimi) model signal with public source context, captured evidence pages, related signals, and data-business radar classification.","url":"https://onlylabs.fyi/signals/c6e7fba4-79d8-4d79-97af-0e6f49e6c28f","json_url":"https://onlylabs.fyi/signals/c6e7fba4-79d8-4d79-97af-0e6f49e6c28f/signal.json","generated_at":"2026-06-11T02:50:41.357257+00:00","org":{"slug":"moonshot","name":"Moonshot AI (Kimi)","category":"frontier-lab","category_label":"Frontier lab","dossier_url":"https://onlylabs.fyi/labs/moonshot","dossier_json_url":"https://onlylabs.fyi/labs/moonshot/dossier.json"},"related_urls":{"signal":"https://onlylabs.fyi/signals/c6e7fba4-79d8-4d79-97af-0e6f49e6c28f","signal_json":"https://onlylabs.fyi/signals/c6e7fba4-79d8-4d79-97af-0e6f49e6c28f/signal.json","source":"https://huggingface.co/moonshotai/Kimi-Dev-72B","lab_dossier":"https://onlylabs.fyi/labs/moonshot","lab_dossier_json":"https://onlylabs.fyi/labs/moonshot/dossier.json","analysis":"https://onlylabs.fyi/analysis/moonshot","analysis_json":"https://onlylabs.fyi/analysis/moonshot/analysis.json","analysis_evidence_json":"https://onlylabs.fyi/analysis/moonshot/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":"Moonshot AI (Kimi) published moonshotai/Kimi-Dev-72B. This model signal is evidence of what shipped on model infrastructure and how the release is positioned. 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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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Kimi-Dev Team
We introduce Kimi-Dev-72B, our new open-source coding LLM for software engineering tasks. Kimi-Dev-72B achieves a new state-of-the-art on SWE-bench Verified among open-source models. - Kimi-Dev-72B achieves 60.4% performance on SWE-bench Verified. It surpasses the runner-up, setting a new state-of-the-art result among open-source models. - Kimi-Dev-72B is optimized via large-scale reinforcement learning. It autonomously patches real repositories in Docker and gains rewards only when the entire test suite passes. This ensures..."},"evidence_pages":[{"url":"https://huggingface.co/moonshotai/Kimi-Dev-72B/raw/main/README.md","final_url":"https://huggingface.co/moonshotai/Kimi-Dev-72B/raw/main/README.md","title":"moonshotai/Kimi-Dev-72B model card","http_status":200,"content_type":"text/plain; charset=utf-8","capture_method":"plain","fetched_at":"2026-06-11T02:50:41.357257+00:00","bytes":2896,"raw_path":"154082e228fc55857d321c94af7cea342b19812a21a863f3bb5b3e0a23bada45.md","content_hash":"91cc7034a24a788f842590f71019941a8489ddd6791e0a9c349a5be18b7f38c2","excerpt_chars":1200,"truncated":true,"excerpt":"--- license: mit base_model: - Qwen/Qwen2.5-72B tags: - code - swebench - software - issue-resolving library_name: transformers --- Kimi-Dev Team
We introduce Kimi-Dev-72B, our new open-source coding LLM for software engineering tasks. Kimi-Dev-72B achieves a new state-of-the-art on SWE-bench Verified among open-source models. - Kimi-Dev-72B achieves 60.4% performance on SWE-bench Verified. It surpasses the runner-up, setting a new state-of-the-art result among open-source models. - Kimi-Dev-72B is optimized via large-scale reinforcement learning. It autonomously patches real repositories in Docker and gains rewards only when the entire test suite passes. This ensures..."}],"related_signals":[{"id":"4270b4f9-1cbb-4e03-b060-e6b0b6c5382b","url":"https://onlylabs.fyi/signals/4270b4f9-1cbb-4e03-b060-e6b0b6c5382b","source_url":"https://huggingface.co/moonshotai/Kimi-K2.6","title":"moonshotai/Kimi-K2.6","context":null,"kind":{"key":"model_released","label":"Model"},"org":{"slug":"moonshot","name":"Moonshot AI (Kimi)","category":"frontier-lab"},"occurred_at":"2026-04-14T04:23:36+00:00","first_seen_at":"2026-06-06T01:49:33.791365+00:00","date_source":"source"},{"id":"73a6147b-4ca4-4e8f-a82a-00372977dd2d","url":"https://onlylabs.fyi/signals/73a6147b-4ca4-4e8f-a82a-00372977dd2d","source_url":"https://huggingface.co/moonshotai/Kimi-K2.5","title":"moonshotai/Kimi-K2.5","context":null,"kind":{"key":"model_released","label":"Model"},"org":{"slug":"moonshot","name":"Moonshot AI (Kimi)","category":"frontier-lab"},"occurred_at":"2026-01-01T06:06:03+00:00","first_seen_at":"2026-06-06T01:49:33.791365+00:00","date_source":"source"},{"id":"eaf279e9-8be6-472b-ba5b-572b90649e86","url":"https://onlylabs.fyi/signals/eaf279e9-8be6-472b-ba5b-572b90649e86","source_url":"https://huggingface.co/moonshotai/Kimi-K2-Thinking","title":"moonshotai/Kimi-K2-Thinking","context":null,"kind":{"key":"model_released","label":"Model"},"org":{"slug":"moonshot","name":"Moonshot AI (Kimi)","category":"frontier-lab"},"occurred_at":"2025-11-04T08:25:31+00:00","first_seen_at":"2026-06-06T01:49:33.791365+00:00","date_source":"source"},{"id":"843e4288-311b-4f45-8424-2a9e2384b46f","url":"https://onlylabs.fyi/signals/843e4288-311b-4f45-8424-2a9e2384b46f","source_url":"https://huggingface.co/moonshotai/Kimi-Linear-48B-A3B-Base","title":"moonshotai/Kimi-Linear-48B-A3B-Base","context":null,"kind":{"key":"model_released","label":"Model"},"org":{"slug":"moonshot","name":"Moonshot AI (Kimi)","category":"frontier-lab"},"occurred_at":"2025-10-30T12:39:14+00:00","first_seen_at":"2026-06-06T01:49:33.791365+00:00","date_source":"source"},{"id":"a7143799-8064-4c17-89a9-88a541261d2b","url":"https://onlylabs.fyi/signals/a7143799-8064-4c17-89a9-88a541261d2b","source_url":"https://huggingface.co/moonshotai/Kimi-Linear-48B-A3B-Instruct","title":"moonshotai/Kimi-Linear-48B-A3B-Instruct","context":null,"kind":{"key":"model_released","label":"Model"},"org":{"slug":"moonshot","name":"Moonshot AI (Kimi)","category":"frontier-lab"},"occurred_at":"2025-10-30T12:37:31+00:00","first_seen_at":"2026-06-06T01:49:33.791365+00:00","date_source":"source"},{"id":"4725655f-3a25-4629-b47a-86ecc2594ede","url":"https://onlylabs.fyi/signals/4725655f-3a25-4629-b47a-86ecc2594ede","source_url":"https://huggingface.co/moonshotai/Kimi-K2-Instruct-0905","title":"moonshotai/Kimi-K2-Instruct-0905","context":null,"kind":{"key":"model_released","label":"Model"},"org":{"slug":"moonshot","name":"Moonshot AI (Kimi)","category":"frontier-lab"},"occurred_at":"2025-09-03T03:34:36+00:00","first_seen_at":"2026-06-06T01:49:33.791365+00:00","date_source":"source"}]}