{
  "name": "ArtificialWatch open-weights AI models",
  "url": "https://artificialwatch.com/open-weights",
  "license": "https://creativecommons.org/licenses/by/4.0/",
  "attribution": "ArtificialWatch open-weights AI models, 2026-11-12. https://artificialwatch.com/open-weights. CC BY 4.0.",
  "method": "Every model whose weights are public on Hugging Face, each repo read on the Hugging Face API on the date in checked. license: the repo's own license tag; a lab's own licence reads custom (its name), and license_kind says whether it is a standard licence (MIT, Apache 2.0) or the lab's own. params: the total parameter count Hugging Face lists for the repo's weights (Mistral Large 4's repo lists none, so its figure is Mistral's docs figure). gated: Hugging Face asks you to accept the lab's terms, and for a manual gate to wait for approval, before downloading. bench_rank and coding_rank are against every model on the ArtificialWatch Bench Index and Coding Index, open and closed (ties share a rank; ranked_of and coding_ranked_of give the totals); open_rank is the rank among these open-weights models. A model needs at least 2 public leaderboards to be ranked; one with fewer has null ranks. live_since: the day ArtificialWatch verified the model live on a public API.",
  "generated": "2026-11-12",
  "bench_generated": "2026-11-12",
  "ranked_of": 50,
  "coding_ranked_of": 47,
  "count": 38,
  "standard_license": 26,
  "models": [
    {
      "id": "kimi-k3-1",
      "name": "Kimi K3.1 Pro",
      "lab": "Moonshot",
      "live_since": "2026-10-23",
      "repo": "moonshotai/Kimi-K3.1-Pro",
      "hf_url": "https://huggingface.co/moonshotai/Kimi-K3.1-Pro",
      "license": "custom (kimi-k3.1-pro)",
      "license_kind": "custom",
      "gated": false,
      "params": "2.8T",
      "params_b": 2800,
      "open_rank": 1,
      "bench_rank": 14,
      "bench_index": 65.9,
      "coding_rank": 34,
      "coding_index": 31,
      "checked": "2026-11-06",
      "page": "https://artificialwatch.com/model/kimi-k3-1"
    },
    {
      "id": "deepseek-v4-1-flash",
      "name": "DeepSeek V4.1 Flash",
      "lab": "DeepSeek",
      "live_since": "2026-09-10",
      "repo": "deepseek-ai/DeepSeek-V4.1-Flash-1017",
      "hf_url": "https://huggingface.co/deepseek-ai/DeepSeek-V4.1-Flash-1017",
      "license": "MIT",
      "license_kind": "standard",
      "gated": false,
      "params": "763B",
      "params_b": 763,
      "open_rank": 2,
      "bench_rank": 16,
      "bench_index": 60.6,
      "coding_rank": 11,
      "coding_index": 71.4,
      "checked": "2026-11-06",
      "page": "https://artificialwatch.com/model/deepseek-v4-1-flash"
    },
    {
      "id": "hy4",
      "name": "Hy4",
      "lab": "Tencent",
      "live_since": "2026-08-28",
      "repo": "tencent/Hy4-preview",
      "hf_url": "https://huggingface.co/tencent/Hy4-preview",
      "license": "Apache 2.0",
      "license_kind": "standard",
      "gated": false,
      "params": "780B",
      "params_b": 780,
      "open_rank": 3,
      "bench_rank": 18,
      "bench_index": 59.3,
      "coding_rank": null,
      "coding_index": null,
      "checked": "2026-11-08",
      "page": "https://artificialwatch.com/model/hy4"
    },
    {
      "id": "glm-5-3",
      "name": "GLM-5.3",
      "lab": "Zhipu AI",
      "live_since": "2026-08-14",
      "repo": "zai-org/GLM-5.3",
      "hf_url": "https://huggingface.co/zai-org/GLM-5.3",
      "license": "custom (glm-5.3)",
      "license_kind": "custom",
      "gated": false,
      "params": "753B",
      "params_b": 753,
      "open_rank": 4,
      "bench_rank": 24,
      "bench_index": 48.1,
      "coding_rank": 20,
      "coding_index": 51.5,
      "checked": "2026-11-06",
      "page": "https://artificialwatch.com/model/glm-5-3"
    },
    {
      "id": "mimo-v2-6",
      "name": "MiMo-V2.6 Pro",
      "lab": "Xiaomi",
      "live_since": "2026-09-21",
      "repo": "XiaomiMiMo/MiMo-V2.6-Pro-RL",
      "hf_url": "https://huggingface.co/XiaomiMiMo/MiMo-V2.6-Pro-RL",
      "license": "MIT",
      "license_kind": "standard",
      "gated": false,
      "params": "1.02T",
      "params_b": 1020,
      "open_rank": 5,
      "bench_rank": 28,
      "bench_index": 42,
      "coding_rank": 14,
      "coding_index": 67.3,
      "checked": "2026-11-06",
      "page": "https://artificialwatch.com/model/mimo-v2-6"
    },
    {
      "id": "kimi-k3",
      "name": "Kimi K3",
      "lab": "Moonshot",
      "live_since": "2026-07-15",
      "repo": "moonshotai/Kimi-K3",
      "hf_url": "https://huggingface.co/moonshotai/Kimi-K3",
      "license": "custom (kimi-k3)",
      "license_kind": "custom",
      "gated": false,
      "params": "2.8T",
      "params_b": 2800,
      "open_rank": 6,
      "bench_rank": 29,
      "bench_index": 37,
      "coding_rank": 16,
      "coding_index": 65.3,
      "checked": "2026-11-06",
      "page": "https://artificialwatch.com/model-kimi-k3.html"
    },
    {
      "id": "minimax-m3-1",
      "name": "MiniMax M3.1 Flash",
      "lab": "MiniMax",
      "live_since": "2026-10-19",
      "repo": "MiniMaxAI/MiniMax-M3.1-Flash",
      "hf_url": "https://huggingface.co/MiniMaxAI/MiniMax-M3.1-Flash",
      "license": "custom (minimax-community)",
      "license_kind": "custom",
      "gated": false,
      "params": "220B",
      "params_b": 220,
      "open_rank": 7,
      "bench_rank": 31,
      "bench_index": 35.2,
      "coding_rank": 37,
      "coding_index": 30.1,
      "checked": "2026-11-06",
      "page": "https://artificialwatch.com/model/minimax-m3-1"
    },
    {
      "id": "step-5",
      "name": "Step 5 Preview",
      "lab": "StepFun",
      "live_since": "2026-09-20",
      "repo": "stepfun-ai/Step-5-Preview",
      "hf_url": "https://huggingface.co/stepfun-ai/Step-5-Preview",
      "license": "custom (stepfun-model-license)",
      "license_kind": "custom",
      "gated": false,
      "params": "604B",
      "params_b": 604,
      "open_rank": 8,
      "bench_rank": 32,
      "bench_index": 31.7,
      "coding_rank": 39,
      "coding_index": 26.5,
      "checked": "2026-11-06",
      "page": "https://artificialwatch.com/model/step-5"
    },
    {
      "id": "deepseek-v4",
      "name": "DeepSeek V4 Pro",
      "lab": "DeepSeek",
      "live_since": "2026-04-24",
      "repo": "deepseek-ai/DeepSeek-V4-Pro-0813",
      "hf_url": "https://huggingface.co/deepseek-ai/DeepSeek-V4-Pro-0813",
      "license": "MIT",
      "license_kind": "standard",
      "gated": false,
      "params": "1.65T",
      "params_b": 1650,
      "open_rank": 9,
      "bench_rank": 39,
      "bench_index": 23.3,
      "coding_rank": 26,
      "coding_index": 39.5,
      "checked": "2026-11-06",
      "page": "https://artificialwatch.com/model/deepseek-v4"
    },
    {
      "id": "glm-5-3-flash",
      "name": "GLM-5.3 Flash",
      "lab": "Zhipu AI",
      "live_since": "2026-08-26",
      "repo": "zai-org/GLM-5.3-Flash",
      "hf_url": "https://huggingface.co/zai-org/GLM-5.3-Flash",
      "license": "MIT",
      "license_kind": "standard",
      "gated": false,
      "params": "321B",
      "params_b": 321,
      "open_rank": 10,
      "bench_rank": 40,
      "bench_index": 22.2,
      "coding_rank": 28,
      "coding_index": 37,
      "checked": "2026-11-06",
      "page": "https://artificialwatch.com/model/glm-5-3-flash"
    },
    {
      "id": "mistral-large-4",
      "name": "Mistral Large 4",
      "lab": "Mistral",
      "live_since": "2026-10-06",
      "repo": "mistralai/Mistral-Large-4-1T-A52B",
      "hf_url": "https://huggingface.co/mistralai/Mistral-Large-4-1T-A52B",
      "license": "custom (mistral-ecosystem-open-weight)",
      "license_kind": "custom",
      "gated": false,
      "params": "1.05T",
      "params_b": 1050,
      "open_rank": 10,
      "bench_rank": 40,
      "bench_index": 22.2,
      "coding_rank": 45,
      "coding_index": 14.3,
      "checked": "2026-11-06",
      "page": "https://artificialwatch.com/model-mistral-large-4.html"
    },
    {
      "id": "muse-spark-open",
      "name": "Muse Spark Open",
      "lab": "Meta",
      "live_since": "2026-10-15",
      "repo": "meta-models/Muse-Spark-Open-816B-A42B",
      "hf_url": "https://huggingface.co/meta-models/Muse-Spark-Open-816B-A42B",
      "license": "custom (muse-model-license)",
      "license_kind": "custom",
      "gated": true,
      "params": "822B",
      "params_b": 822,
      "open_rank": 12,
      "bench_rank": 43,
      "bench_index": 18.5,
      "coding_rank": 42,
      "coding_index": 21.9,
      "checked": "2026-11-06",
      "page": "https://artificialwatch.com/model/muse-spark-open"
    },
    {
      "id": "glm-5-2",
      "name": "GLM-5.2",
      "lab": "Zhipu AI",
      "live_since": "2026-06-16",
      "repo": "zai-org/GLM-5.2",
      "hf_url": "https://huggingface.co/zai-org/GLM-5.2",
      "license": "MIT",
      "license_kind": "standard",
      "gated": false,
      "params": "753B",
      "params_b": 753,
      "open_rank": 13,
      "bench_rank": 44,
      "bench_index": 14,
      "coding_rank": 35,
      "coding_index": 30.6,
      "checked": "2026-11-06",
      "page": "https://artificialwatch.com/model/glm-5-2"
    },
    {
      "id": "reflection-beam",
      "name": "Beam",
      "lab": "Reflection AI",
      "live_since": "2026-10-16",
      "repo": "reflection/Beam-1.0-501B-A23B",
      "hf_url": "https://huggingface.co/reflection/Beam-1.0-501B-A23B",
      "license": "Apache 2.0",
      "license_kind": "standard",
      "gated": false,
      "params": "501B",
      "params_b": 501,
      "open_rank": 14,
      "bench_rank": 47,
      "bench_index": 6.8,
      "coding_rank": 40,
      "coding_index": 24.5,
      "checked": "2026-11-06",
      "page": "https://artificialwatch.com/model/reflection-beam"
    },
    {
      "id": "minimax-m3",
      "name": "MiniMax M3",
      "lab": "MiniMax",
      "live_since": "2026-05-31",
      "repo": "MiniMaxAI/MiniMax-M3",
      "hf_url": "https://huggingface.co/MiniMaxAI/MiniMax-M3",
      "license": "custom (minimax-community)",
      "license_kind": "custom",
      "gated": false,
      "params": "427B",
      "params_b": 427,
      "open_rank": 15,
      "bench_rank": 48,
      "bench_index": 5,
      "coding_rank": 44,
      "coding_index": 16.8,
      "checked": "2026-11-06",
      "page": "https://artificialwatch.com/model/minimax-m3"
    },
    {
      "id": "inkling",
      "name": "Inkling",
      "lab": "Thinking Machines",
      "live_since": "2026-07-15",
      "repo": "thinkingmachines/Inkling",
      "hf_url": "https://huggingface.co/thinkingmachines/Inkling",
      "license": "Apache 2.0",
      "license_kind": "standard",
      "gated": false,
      "params": "952B",
      "params_b": 952,
      "open_rank": 16,
      "bench_rank": 49,
      "bench_index": 3.2,
      "coding_rank": 46,
      "coding_index": 3.7,
      "checked": "2026-11-06",
      "page": "https://artificialwatch.com/model/inkling"
    },
    {
      "id": "inkling-small",
      "name": "Inkling Small",
      "lab": "Thinking Machines",
      "live_since": "2026-07-30",
      "repo": "thinkingmachines/Inkling-Small",
      "hf_url": "https://huggingface.co/thinkingmachines/Inkling-Small",
      "license": "Apache 2.0",
      "license_kind": "standard",
      "gated": false,
      "params": "266B",
      "params_b": 266,
      "open_rank": 17,
      "bench_rank": 50,
      "bench_index": 1.9,
      "coding_rank": 47,
      "coding_index": 3.6,
      "checked": "2026-11-06",
      "page": "https://artificialwatch.com/model/inkling-small"
    },
    {
      "id": "atria-dawn",
      "name": "Atria Dawn",
      "lab": "Shanghai AI Lab",
      "live_since": "2026-09-11",
      "repo": "internlm/Atria-Dawn",
      "hf_url": "https://huggingface.co/internlm/Atria-Dawn",
      "license": "MIT",
      "license_kind": "standard",
      "gated": false,
      "params": "753B",
      "params_b": 753,
      "open_rank": null,
      "bench_rank": null,
      "bench_index": null,
      "coding_rank": null,
      "coding_index": null,
      "checked": "2026-11-08",
      "page": "https://artificialwatch.com/model/atria-dawn"
    },
    {
      "id": "command-a-plus",
      "name": "Command A Plus",
      "lab": "Cohere",
      "live_since": "2026-05-20",
      "repo": "CohereLabs/command-a-plus-05-2026-bf16",
      "hf_url": "https://huggingface.co/CohereLabs/command-a-plus-05-2026-bf16",
      "license": "Apache 2.0",
      "license_kind": "standard",
      "gated": false,
      "params": "219B",
      "params_b": 219,
      "open_rank": null,
      "bench_rank": null,
      "bench_index": null,
      "coding_rank": null,
      "coding_index": null,
      "checked": "2026-11-08",
      "page": "https://artificialwatch.com/model/command-a-plus"
    },
    {
      "id": "diffusion-gemma",
      "name": "DiffusionGemma",
      "lab": "Google",
      "live_since": "2026-06-10",
      "repo": "google/diffusiongemma-26B-A4B-it",
      "hf_url": "https://huggingface.co/google/diffusiongemma-26B-A4B-it",
      "license": "Apache 2.0",
      "license_kind": "standard",
      "gated": false,
      "params": "26B",
      "params_b": 26,
      "open_rank": null,
      "bench_rank": null,
      "bench_index": null,
      "coding_rank": null,
      "coding_index": null,
      "checked": "2026-11-08",
      "page": "https://artificialwatch.com/model/diffusion-gemma"
    },
    {
      "id": "flint-v1",
      "name": "Flint",
      "lab": "Recursive",
      "live_since": "2026-10-21",
      "repo": "RecursiveSI/flint",
      "hf_url": "https://huggingface.co/RecursiveSI/flint",
      "license": "Apache 2.0",
      "license_kind": "standard",
      "gated": false,
      "params": "40B",
      "params_b": 40,
      "open_rank": null,
      "bench_rank": null,
      "bench_index": null,
      "coding_rank": null,
      "coding_index": null,
      "checked": "2026-11-08",
      "page": "https://artificialwatch.com/model/flint-v1"
    },
    {
      "id": "gemma-4",
      "name": "Gemma 4",
      "lab": "Google",
      "live_since": "2026-04-02",
      "repo": "google/gemma-4-31B-it",
      "hf_url": "https://huggingface.co/google/gemma-4-31B-it",
      "license": "Apache 2.0",
      "license_kind": "standard",
      "gated": false,
      "params": "31B",
      "params_b": 31,
      "open_rank": null,
      "bench_rank": null,
      "bench_index": null,
      "coding_rank": null,
      "coding_index": null,
      "checked": "2026-11-08",
      "page": "https://artificialwatch.com/model/gemma-4"
    },
    {
      "id": "granite-4-2",
      "name": "Granite 4.2",
      "lab": "IBM",
      "live_since": "2026-08-25",
      "repo": "ibm-granite/granite-4.2-30b",
      "hf_url": "https://huggingface.co/ibm-granite/granite-4.2-30b",
      "license": "Apache 2.0",
      "license_kind": "standard",
      "gated": false,
      "params": "29B",
      "params_b": 29,
      "open_rank": null,
      "bench_rank": null,
      "bench_index": null,
      "coding_rank": null,
      "coding_index": null,
      "checked": "2026-11-08",
      "page": "https://artificialwatch.com/model/granite-4-2"
    },
    {
      "id": "k2-horizon",
      "name": "K2 Horizon",
      "lab": "IFM",
      "live_since": "2026-09-03",
      "repo": "IFM/K2-Horizon-375B-A23B",
      "hf_url": "https://huggingface.co/IFM/K2-Horizon-375B-A23B",
      "license": "Apache 2.0",
      "license_kind": "standard",
      "gated": false,
      "params": "379B",
      "params_b": 379,
      "open_rank": null,
      "bench_rank": null,
      "bench_index": null,
      "coding_rank": null,
      "coding_index": null,
      "checked": "2026-11-08",
      "page": "https://artificialwatch.com/model/k2-horizon"
    },
    {
      "id": "ling-3-0",
      "name": "Ling 3.0 Flash",
      "lab": "Ant Group",
      "live_since": "2026-07-23",
      "repo": "inclusionAI/Ling-3.0-flash",
      "hf_url": "https://huggingface.co/inclusionAI/Ling-3.0-flash",
      "license": "MIT",
      "license_kind": "standard",
      "gated": false,
      "params": "127B",
      "params_b": 127,
      "open_rank": null,
      "bench_rank": null,
      "bench_index": null,
      "coding_rank": null,
      "coding_index": null,
      "checked": "2026-11-08",
      "page": "https://artificialwatch.com/model/ling-3-0"
    },
    {
      "id": "ling-3-1",
      "name": "Ling 3.1 Flash",
      "lab": "Ant Group",
      "live_since": "2026-09-30",
      "repo": "inclusionAI/Ling-3.1-flash",
      "hf_url": "https://huggingface.co/inclusionAI/Ling-3.1-flash",
      "license": "MIT",
      "license_kind": "standard",
      "gated": false,
      "params": "572B",
      "params_b": 572,
      "open_rank": null,
      "bench_rank": null,
      "bench_index": null,
      "coding_rank": null,
      "coding_index": null,
      "checked": "2026-11-06",
      "page": "https://artificialwatch.com/model/ling-3-1"
    },
    {
      "id": "mimo-v2-5",
      "name": "MiMo-V2.5",
      "lab": "Xiaomi",
      "live_since": "2026-04-22",
      "repo": "XiaomiMiMo/MiMo-V2.5",
      "hf_url": "https://huggingface.co/XiaomiMiMo/MiMo-V2.5",
      "license": "MIT",
      "license_kind": "standard",
      "gated": false,
      "params": "311B",
      "params_b": 311,
      "open_rank": null,
      "bench_rank": null,
      "bench_index": null,
      "coding_rank": null,
      "coding_index": null,
      "checked": "2026-11-08",
      "page": "https://artificialwatch.com/model/mimo-v2-5"
    },
    {
      "id": "motif-3",
      "name": "Motif 3",
      "lab": "Motif Technologies",
      "live_since": "2026-08-12",
      "repo": "Motif-Technologies/Motif-3",
      "hf_url": "https://huggingface.co/Motif-Technologies/Motif-3",
      "license": "MIT",
      "license_kind": "standard",
      "gated": false,
      "params": "315B",
      "params_b": 315,
      "open_rank": null,
      "bench_rank": null,
      "bench_index": null,
      "coding_rank": null,
      "coding_index": null,
      "checked": "2026-11-08",
      "page": "https://artificialwatch.com/model/motif-3"
    },
    {
      "id": "muse-glimmer-30b",
      "name": "Muse Glimmer 30B",
      "lab": "Meta",
      "live_since": "2026-08-09",
      "repo": "meta-models/Muse-Glimmer-30B",
      "hf_url": "https://huggingface.co/meta-models/Muse-Glimmer-30B",
      "license": "Apache 2.0",
      "license_kind": "standard",
      "gated": false,
      "params": "30B",
      "params_b": 30,
      "open_rank": null,
      "bench_rank": null,
      "bench_index": null,
      "coding_rank": null,
      "coding_index": null,
      "checked": "2026-11-08",
      "page": "https://artificialwatch.com/model/muse-glimmer-30b"
    },
    {
      "id": "nemotron-3-5-bolt",
      "name": "Nemotron 3.5 Bolt",
      "lab": "NVIDIA",
      "live_since": "2026-10-15",
      "repo": "nvidia/NVIDIA-Nemotron-3.5-Bolt-74B-A9B-BF16",
      "hf_url": "https://huggingface.co/nvidia/NVIDIA-Nemotron-3.5-Bolt-74B-A9B-BF16",
      "license": "custom (openmdw-1.1)",
      "license_kind": "custom",
      "gated": false,
      "params": "75B",
      "params_b": 75,
      "open_rank": null,
      "bench_rank": null,
      "bench_index": null,
      "coding_rank": null,
      "coding_index": null,
      "checked": "2026-11-08",
      "page": "https://artificialwatch.com/model/nemotron-3-5-bolt"
    },
    {
      "id": "nemotron-3-5-lightning",
      "name": "Nemotron 3.5 Lightning",
      "lab": "NVIDIA",
      "live_since": "2026-08-11",
      "repo": "nvidia/NVIDIA-Nemotron-3.5-Lightning-30B-A3B-BF16",
      "hf_url": "https://huggingface.co/nvidia/NVIDIA-Nemotron-3.5-Lightning-30B-A3B-BF16",
      "license": "custom (openmdw-1.1)",
      "license_kind": "custom",
      "gated": false,
      "params": "32B",
      "params_b": 32,
      "open_rank": null,
      "bench_rank": null,
      "bench_index": null,
      "coding_rank": null,
      "coding_index": null,
      "checked": "2026-11-08",
      "page": "https://artificialwatch.com/model/nemotron-3-5-lightning"
    },
    {
      "id": "nemotron-3-5-super-vl",
      "name": "Nemotron 3.5 Super VL",
      "lab": "NVIDIA",
      "live_since": "2026-10-15",
      "repo": "nvidia/NVIDIA-Nemotron-3.5-Super-VL-120B-A12B-BF16",
      "hf_url": "https://huggingface.co/nvidia/NVIDIA-Nemotron-3.5-Super-VL-120B-A12B-BF16",
      "license": "custom (openmdw-1.1)",
      "license_kind": "custom",
      "gated": false,
      "params": "124B",
      "params_b": 124,
      "open_rank": null,
      "bench_rank": null,
      "bench_index": null,
      "coding_rank": null,
      "coding_index": null,
      "checked": "2026-11-08",
      "page": "https://artificialwatch.com/model/nemotron-3-5-super-vl"
    },
    {
      "id": "north-mini-code",
      "name": "North Mini Code",
      "lab": "Cohere",
      "live_since": "2026-06-09",
      "repo": "CohereLabs/North-Mini-Code-1.0",
      "hf_url": "https://huggingface.co/CohereLabs/North-Mini-Code-1.0",
      "license": "Apache 2.0",
      "license_kind": "standard",
      "gated": false,
      "params": "30B",
      "params_b": 30,
      "open_rank": null,
      "bench_rank": null,
      "bench_index": null,
      "coding_rank": null,
      "coding_index": null,
      "checked": "2026-11-08",
      "page": "https://artificialwatch.com/model/north-mini-code"
    },
    {
      "id": "ornith-1-5",
      "name": "Ornith 1.5",
      "lab": "DeepReinforce",
      "live_since": "2026-08-19",
      "repo": "ornith-ai/Ornith-1.5-397B",
      "hf_url": "https://huggingface.co/ornith-ai/Ornith-1.5-397B",
      "license": "MIT",
      "license_kind": "standard",
      "gated": false,
      "params": "403B",
      "params_b": 403,
      "open_rank": null,
      "bench_rank": null,
      "bench_index": null,
      "coding_rank": null,
      "coding_index": null,
      "checked": "2026-11-08",
      "page": "https://artificialwatch.com/model/ornith-1-5"
    },
    {
      "id": "qwen-3-8-flash",
      "name": "Qwen 3.8 Flash",
      "lab": "Alibaba",
      "live_since": "2026-08-26",
      "repo": "Qwen/Qwen3.8-Flash-Next",
      "hf_url": "https://huggingface.co/Qwen/Qwen3.8-Flash-Next",
      "license": "custom (qwen-community-1.0)",
      "license_kind": "custom",
      "gated": false,
      "params": "180B",
      "params_b": 180,
      "open_rank": null,
      "bench_rank": null,
      "bench_index": null,
      "coding_rank": null,
      "coding_index": null,
      "checked": "2026-11-08",
      "page": "https://artificialwatch.com/model/qwen-3-8-flash"
    },
    {
      "id": "ring-2-6",
      "name": "Ring 2.6",
      "lab": "Ant Group",
      "live_since": "2026-05-08",
      "repo": "inclusionAI/Ring-2.6-1T",
      "hf_url": "https://huggingface.co/inclusionAI/Ring-2.6-1T",
      "license": "MIT",
      "license_kind": "standard",
      "gated": false,
      "params": "1.03T",
      "params_b": 1030,
      "open_rank": null,
      "bench_rank": null,
      "bench_index": null,
      "coding_rank": null,
      "coding_index": null,
      "checked": "2026-11-08",
      "page": "https://artificialwatch.com/model/ring-2-6"
    },
    {
      "id": "ripple-65b",
      "name": "Ripple-65B",
      "lab": "Ricursive",
      "live_since": "2026-11-04",
      "repo": "ricursiveAI/Ripple-65B-Preview",
      "hf_url": "https://huggingface.co/ricursiveAI/Ripple-65B-Preview",
      "license": "Apache 2.0",
      "license_kind": "standard",
      "gated": false,
      "params": "65B",
      "params_b": 65,
      "open_rank": null,
      "bench_rank": null,
      "bench_index": null,
      "coding_rank": null,
      "coding_index": null,
      "checked": "2026-11-08",
      "page": "https://artificialwatch.com/model/ripple-65b"
    },
    {
      "id": "ternary-bonsai-2",
      "name": "Ternary Bonsai 2 27B",
      "lab": "PrismML",
      "live_since": "2026-09-18",
      "repo": "prism-ml/Ternary-Bonsai-2-27B-gguf",
      "hf_url": "https://huggingface.co/prism-ml/Ternary-Bonsai-2-27B-gguf",
      "license": "Apache 2.0",
      "license_kind": "standard",
      "gated": false,
      "params": "27B",
      "params_b": 27,
      "open_rank": null,
      "bench_rank": null,
      "bench_index": null,
      "coding_rank": null,
      "coding_index": null,
      "checked": "2026-11-08",
      "page": "https://artificialwatch.com/model/ternary-bonsai-2"
    }
  ]
}