{"action":"explore","answer":"15 checked model families are relevant to these filters; 6 are returned in catalog order. They are starting points for evaluation, not a ranking or a claim that one is best.","filters":{"intent":null,"modality":null,"size":null,"commercial":"any","reproducibility":"any","limit":6},"matchedCount":15,"returnedCount":6,"truncated":true,"ordering":"catalog-order","limitations":["The atlas is a curated checked edition, not an exhaustive model registry or performance leaderboard.","Commercial permission is checkpoint-specific. “Available” still requires following the named license and any linked policy or artifact terms.","Capability and benchmark claims may be publisher-reported; inspect each candidate’s evidence context and evaluate the intended task."],"candidates":[{"id":"qwen","name":"Qwen3.8","checkpoint":"Qwen3.8-27B","organization":"Qwen / Alibaba Cloud","parameters":"27B","totalBillions":27,"activeBillions":27,"modalities":["text","image"],"context":"262K tokens in the official deployment guidance","license":"Apache-2.0","commercialUse":"Permitted by Apache-2.0, subject to its notice and attribution terms.","relevance":[],"limitations":["Vendor benchmark claims need independent reproduction","Licensing differs across Qwen3.8 sizes"],"evidenceContext":"No current independent evaluation is attached to this family record; displayed capability claims should be read as vendor-reported.","evidenceIds":["qwen38-repo","qwen38-card"],"releaseEvents":[{"kind":"availability","date":"2026-08-14","precision":"day","label":"Qwen3.8-27B availability","sourceUrl":"https://github.com/QwenLM/Qwen3.8"}],"canonicalUrl":"https://brightaifuture.com/open-models/qwen","markdownUrl":"https://brightaifuture.com/read/open-models/qwen.md"},{"id":"deepseek","name":"DeepSeek V4.1 Flash","checkpoint":"DeepSeek-V4.1-Flash","organization":"DeepSeek","parameters":"552B backbone; 8B active in prefill / 16B in decode. Hugging Face displays 763B in model files; no single total-storage estimate is asserted.","totalBillions":null,"activeBillions":16,"modalities":["text","image"],"context":"1M tokens","license":"MIT","commercialUse":"Permitted by the MIT license.","relevance":[],"limitations":["Displayed file size and stated backbone parameter count differ","Training corpus is not released"],"evidenceContext":"No independent evaluation is attached to this record.","evidenceIds":["deepseek-v41-announcement","deepseek-v41-card"],"releaseEvents":[{"kind":"availability","date":"2026-09-10","precision":"day","label":"DeepSeek API availability and new pricing","sourceUrl":"https://api-docs.deepseek.com/news/news260910/"}],"canonicalUrl":"https://brightaifuture.com/open-models/deepseek","markdownUrl":"https://brightaifuture.com/read/open-models/deepseek.md"},{"id":"mistral","name":"Mistral Small 4","checkpoint":"Mistral-Small-4-119B-2603","organization":"Mistral AI","parameters":"119B total / 6.5B active in Mistral’s model docs; its release article says 6B active per token (8B including embedding and output layers)","totalBillions":119,"activeBillions":6.5,"modalities":["text","image"],"context":"256K tokens","license":"Apache-2.0","commercialUse":"Permitted by Apache-2.0.","relevance":[],"limitations":["Training data is not documented in enough detail for reconstruction","Performance claims are primarily vendor-reported"],"evidenceContext":"The registry records vendor evaluations but does not treat them as independent corroboration.","evidenceIds":["mistral-small4-release","mistral-small4-card"],"releaseEvents":[{"kind":"initial-release","date":"2026-03-16","precision":"day","label":"Mistral Small 4 release","sourceUrl":"https://docs.mistral.ai/models/mistral-small-4-0-26-03"}],"canonicalUrl":"https://brightaifuture.com/open-models/mistral","markdownUrl":"https://brightaifuture.com/read/open-models/mistral.md"},{"id":"gemma","name":"Gemma 4","checkpoint":"Gemma 4 26B-A4B","organization":"Google DeepMind","parameters":"26B total / 4B active (reference checkpoint)","totalBillions":26,"activeBillions":4,"modalities":["text","image"],"context":"Up to 256K tokens on the 26B reference variant","license":"Apache-2.0","commercialUse":"Permitted by Apache-2.0.","relevance":[],"limitations":["Audio is limited to the E2B, E4B, and 12B variants","Training data is described but not released"],"evidenceContext":"Arena placement cited by Google is a third-party leaderboard result, but this record does not independently reproduce it.","evidenceIds":["gemma4-release-log","gemma4-release","gemma4-card"],"releaseEvents":[{"kind":"initial-release","date":"2026-03-31","precision":"day","label":"Initial Gemma 4 model release","sourceUrl":"https://ai.google.dev/gemma/docs/releases"},{"kind":"announcement","date":"2026-04-02","precision":"day","label":"Google Gemma 4 announcement","sourceUrl":"https://blog.google/innovation-and-ai/technology/developers-tools/gemma-4/"}],"canonicalUrl":"https://brightaifuture.com/open-models/gemma","markdownUrl":"https://brightaifuture.com/read/open-models/gemma.md"},{"id":"gpt-oss","name":"gpt-oss","checkpoint":"gpt-oss-120b and gpt-oss-20b","organization":"OpenAI","parameters":"117B / 5.1B active; 21B / 3.6B active","totalBillions":117,"activeBillions":5.1,"modalities":["text"],"context":"128K tokens","license":"Apache-2.0, with a separate usage policy","commercialUse":"Apache-2.0 permits commercial use; deployers should also review the published usage policy.","relevance":[],"limitations":["Text-only","Training corpus is not released","Self-hosters own system-level safeguards"],"evidenceContext":"OpenAI publishes extensive internal evaluations; independent reproductions are not incorporated in this record.","evidenceIds":["gptoss-release","gptoss-card"],"releaseEvents":[{"kind":"initial-release","date":"2025-08-05","precision":"day","label":"gpt-oss-120b and gpt-oss-20b release","sourceUrl":"https://openai.com/index/introducing-gpt-oss/"}],"canonicalUrl":"https://brightaifuture.com/open-models/gpt-oss","markdownUrl":"https://brightaifuture.com/read/open-models/gpt-oss.md"},{"id":"llama","name":"Llama 4","checkpoint":"Scout and Maverick","organization":"Meta","parameters":"Scout: 109B / 17B active; Maverick: 400B / 17B active","totalBillions":400,"activeBillions":17,"modalities":["text","image"],"context":"Scout: 10M tokens; Maverick: 1M tokens","license":"Llama 4 Community License Agreement","commercialUse":"Commercial use is allowed subject to the custom license, including an additional term for services above 700 million monthly active users.","relevance":[],"limitations":["Custom license is not OSI-approved","Training data and full training stack are not released"],"evidenceContext":"This record does not independently reproduce Meta’s comparative benchmark claims.","evidenceIds":["llama4-release"],"releaseEvents":[{"kind":"initial-release","date":"2025-04-05","precision":"day","label":"Llama 4 Scout and Maverick release","sourceUrl":"https://ai.meta.com/blog/llama-4-multimodal-intelligence/"}],"canonicalUrl":"https://brightaifuture.com/open-models/llama","markdownUrl":"https://brightaifuture.com/read/open-models/llama.md"}],"evidence":[{"id":"qwen38-repo","title":"Qwen3.8 official repository","url":"https://github.com/QwenLM/Qwen3.8","type":"repository","provenance":"Artifact or registry source for the named release; availability does not independently validate capability claims."},{"id":"qwen38-card","title":"Qwen3.8-27B model card","url":"https://huggingface.co/Qwen/Qwen3.8-27B","type":"registry","provenance":"Artifact or registry source for the named release; availability does not independently validate capability claims."},{"id":"deepseek-v41-announcement","title":"DeepSeek V4.1 Flash announcement","url":"https://api-docs.deepseek.com/news/news260910/","type":"institution","provenance":"Publisher or institution source; claims remain attributable to that organization unless the family record says otherwise."},{"id":"deepseek-v41-card","title":"DeepSeek-V4.1-Flash model card","url":"https://huggingface.co/deepseek-ai/DeepSeek-V4.1-Flash","type":"registry","provenance":"Artifact or registry source for the named release; availability does not independently validate capability claims."},{"id":"mistral-small4-release","title":"Introducing Mistral Small 4","url":"https://mistral.ai/news/mistral-small-4/","type":"institution","provenance":"Publisher or institution source; claims remain attributable to that organization unless the family record says otherwise."},{"id":"mistral-small4-card","title":"Mistral Small 4 model card","url":"https://huggingface.co/mistralai/Mistral-Small-4-119B-2603","type":"registry","provenance":"Artifact or registry source for the named release; availability does not independently validate capability claims."},{"id":"gemma4-release-log","title":"Gemma release log","url":"https://ai.google.dev/gemma/docs/releases","type":"institution","provenance":"Publisher or institution source; claims remain attributable to that organization unless the family record says otherwise."},{"id":"gemma4-release","title":"Gemma 4: Byte for byte, the most capable open models","url":"https://blog.google/innovation-and-ai/technology/developers-tools/gemma-4/","type":"institution","publishedAt":"2026-04-02","provenance":"Publisher or institution source; claims remain attributable to that organization unless the family record says otherwise."},{"id":"gemma4-card","title":"Gemma 4 model card","url":"https://ai.google.dev/gemma/docs/core/model_card_4","type":"report","provenance":"Documented source type from Bright’s checked family record."},{"id":"gptoss-release","title":"Introducing gpt-oss","url":"https://openai.com/index/introducing-gpt-oss/","type":"institution","provenance":"Publisher or institution source; claims remain attributable to that organization unless the family record says otherwise."},{"id":"gptoss-card","title":"gpt-oss model card","url":"https://cdn.openai.com/pdf/419b6906-9da6-406c-a19d-1bb078ac7637/oai_gpt-oss_model_card.pdf","type":"report","provenance":"Documented source type from Bright’s checked family record."},{"id":"llama4-release","title":"The Llama 4 herd","url":"https://ai.meta.com/blog/llama-4-multimodal-intelligence/","type":"institution","provenance":"Publisher or institution source; claims remain attributable to that organization unless the family record says otherwise."}],"canonicalUrl":"https://brightaifuture.com/open-models","markdownUrl":"https://brightaifuture.com/read/open-models.md","lastReviewedAt":"2026-09-19"}