{
 "schema_version": "1",
 "generated_at": "2026-07-07T02:46:29.051168929Z",
 "models": [
  {
   "id": "deepseek-r1",
   "name": "DeepSeek R1",
   "org": "deepseek-ai",
   "family": "deepseek",
   "released": "2025-01-20",
   "added": "2026-07-06",
   "params_b": 671,
   "active_params_b": 37,
   "arch": "moe",
   "context": 163840,
   "license": {
    "id": "mit",
    "open": true
   },
   "modalities": [
    "text"
   ],
   "reasoning": true,
   "tags": [
    "reasoning",
    "flagship"
   ],
   "scores": {
    "ogm": 20.1,
    "coding": 63.6,
    "aa_index": 20.1,
    "confidence": "low"
   },
   "rank": {
    "overall": 16,
    "coding": 15
   },
   "hf": {
    "repo": "deepseek-ai/DeepSeek-R1",
    "downloads_30d": 8518111,
    "downloads_all_time": 36764182,
    "likes": 13441,
    "trending": 14,
    "created_at": "2025-01-20T03:46:07Z"
   },
   "run": {
    "min_input_usd_m": 0.7,
    "min_output_usd_m": 2.5,
    "providers": 2
   }
  },
  {
   "id": "deepseek-r1-0528",
   "name": "DeepSeek R1 0528",
   "org": "deepseek-ai",
   "family": "deepseek",
   "released": "2025-05-28",
   "added": "2026-07-06",
   "params_b": 671,
   "active_params_b": 37,
   "arch": "moe",
   "context": 163840,
   "license": {
    "id": "mit",
    "open": true
   },
   "modalities": [
    "text"
   ],
   "reasoning": true,
   "tags": [
    "reasoning",
    "flagship"
   ],
   "scores": {
    "coding": 90.9,
    "confidence": "unranked"
   },
   "rank": {
    "coding": 5
   },
   "hf": {
    "repo": "deepseek-ai/DeepSeek-R1-0528",
    "downloads_30d": 2065341,
    "downloads_all_time": 16346584,
    "likes": 2455,
    "trending": 1,
    "created_at": "2025-05-28T09:46:42Z"
   },
   "run": {
    "min_input_usd_m": 0.5,
    "min_output_usd_m": 2.15,
    "providers": 4
   }
  },
  {
   "id": "deepseek-v3",
   "name": "DeepSeek V3",
   "org": "deepseek-ai",
   "family": "deepseek",
   "released": "2024-12-26",
   "added": "2026-07-06",
   "params_b": 671,
   "active_params_b": 37,
   "arch": "moe",
   "context": 131072,
   "license": {
    "id": "mit",
    "open": true
   },
   "modalities": [
    "text"
   ],
   "tags": [
    "flagship"
   ],
   "scores": {
    "ogm": 14.2,
    "coding": 37.1,
    "agentic": 15.4,
    "aa_index": 14.2,
    "confidence": "low"
   },
   "rank": {
    "overall": 22,
    "coding": 22,
    "agentic": 12
   },
   "hf": {
    "repo": "deepseek-ai/DeepSeek-V3",
    "downloads_30d": 1028701,
    "downloads_all_time": 18045998,
    "likes": 4095,
    "trending": 0.5,
    "created_at": "2024-12-25T12:52:23Z"
   },
   "run": {
    "min_input_usd_m": 0.2002,
    "min_output_usd_m": 0.8001,
    "providers": 3
   }
  },
  {
   "id": "deepseek-v3.1",
   "name": "DeepSeek V3.1",
   "org": "deepseek-ai",
   "family": "deepseek",
   "released": "2025-08-21",
   "added": "2026-07-06",
   "params_b": 671,
   "active_params_b": 37,
   "arch": "moe",
   "context": 163840,
   "license": {
    "id": "mit",
    "open": true
   },
   "modalities": [
    "text"
   ],
   "reasoning": true,
   "tags": [
    "hybrid-reasoning",
    "flagship"
   ],
   "scores": {
    "confidence": "unranked"
   },
   "rank": {},
   "hf": {
    "repo": "deepseek-ai/DeepSeek-V3.1",
    "downloads_30d": 263491,
    "downloads_all_time": 2324043,
    "likes": 825,
    "created_at": "2025-08-21T02:37:52Z"
   },
   "run": {
    "min_input_usd_m": 0.21,
    "min_output_usd_m": 0.79,
    "providers": 8
   }
  },
  {
   "id": "deepseek-v3.2",
   "name": "DeepSeek V3.2",
   "org": "deepseek-ai",
   "family": "deepseek",
   "released": "2025-12-01",
   "added": "2026-07-06",
   "params_b": 671,
   "active_params_b": 37,
   "arch": "moe",
   "context": 131072,
   "license": {
    "id": "mit",
    "open": true
   },
   "modalities": [
    "text"
   ],
   "reasoning": true,
   "tags": [
    "hybrid-reasoning",
    "flagship"
   ],
   "scores": {
    "coding": 64.1,
    "agentic": 38.5,
    "confidence": "unranked"
   },
   "rank": {
    "coding": 14,
    "agentic": 9
   },
   "hf": {
    "repo": "deepseek-ai/DeepSeek-V3.2",
    "downloads_30d": 1908020,
    "downloads_all_time": 19993562,
    "likes": 1454,
    "trending": 1,
    "created_at": "2025-12-01T02:34:49Z"
   },
   "run": {
    "min_input_usd_m": 0.2288,
    "min_output_usd_m": 0.3432,
    "providers": 14
   }
  },
  {
   "id": "deepseek-v4-flash",
   "name": "DeepSeek V4 Flash",
   "org": "deepseek-ai",
   "family": "deepseek",
   "released": "2026-04-22",
   "added": "2026-07-06",
   "params_b": 158,
   "arch": "moe",
   "context": 1048576,
   "license": {
    "id": "mit",
    "open": true
   },
   "modalities": [
    "text"
   ],
   "reasoning": true,
   "tags": [
    "reasoning",
    "efficient"
   ],
   "scores": {
    "ogm": 40.3,
    "coding": 85.7,
    "aa_index": 40.3,
    "confidence": "low"
   },
   "rank": {
    "overall": 4,
    "coding": 6
   },
   "hf": {
    "repo": "deepseek-ai/DeepSeek-V4-Flash",
    "downloads_30d": 2320376,
    "downloads_all_time": 6617263,
    "likes": 1699,
    "trending": 40,
    "created_at": "2026-04-22T06:04:20Z"
   },
   "run": {
    "min_input_usd_m": 0.09,
    "min_output_usd_m": 0.18,
    "providers": 16
   }
  },
  {
   "id": "deepseek-v4-pro",
   "name": "DeepSeek V4 Pro",
   "org": "deepseek-ai",
   "family": "deepseek",
   "released": "2026-04-22",
   "added": "2026-07-06",
   "params_b": 862,
   "arch": "moe",
   "context": 1048576,
   "license": {
    "id": "mit",
    "open": true
   },
   "modalities": [
    "text"
   ],
   "reasoning": true,
   "tags": [
    "reasoning",
    "flagship"
   ],
   "scores": {
    "ogm": 27.7,
    "coding": 100,
    "aa_index": 44.3,
    "arena_elo": 1457,
    "confidence": "medium"
   },
   "rank": {
    "overall": 9,
    "coding": 1
   },
   "hf": {
    "repo": "deepseek-ai/DeepSeek-V4-Pro",
    "downloads_30d": 1178182,
    "downloads_all_time": 7853935,
    "likes": 5165,
    "trending": 34,
    "created_at": "2026-04-22T06:04:45Z"
   },
   "run": {
    "min_input_usd_m": 0.435,
    "min_output_usd_m": 0.87,
    "providers": 16
   }
  },
  {
   "id": "devstral-small-2507",
   "name": "Devstral Small 2507",
   "org": "mistralai",
   "family": "mistral",
   "released": "2025-07-10",
   "added": "2026-07-06",
   "params_b": 24,
   "arch": "dense",
   "license": {
    "id": "apache-2.0",
    "open": true
   },
   "modalities": [
    "text"
   ],
   "tags": [
    "coding"
   ],
   "scores": {
    "ogm": 9.3,
    "coding": 7.7,
    "agentic": 7.7,
    "aa_index": 9.3,
    "confidence": "low"
   },
   "rank": {
    "overall": 30,
    "coding": 31,
    "agentic": 13
   },
   "hf": {
    "repo": "mistralai/Devstral-Small-2507",
    "downloads_30d": 4232,
    "downloads_all_time": 384976,
    "likes": 366,
    "created_at": "2025-07-04T14:23:44Z"
   }
  },
  {
   "id": "devstral-small-2512",
   "name": "Devstral Small 2512",
   "org": "mistralai",
   "family": "mistral",
   "released": "2025-12-15",
   "added": "2026-07-06",
   "params_b": 24,
   "arch": "dense",
   "license": {
    "id": "apache-2.0",
    "open": true
   },
   "modalities": [
    "text"
   ],
   "tags": [
    "coding"
   ],
   "scores": {
    "coding": 30.8,
    "agentic": 30.8,
    "confidence": "unranked"
   },
   "rank": {
    "coding": 24,
    "agentic": 10
   }
  },
  {
   "id": "gemma-3-12b-it",
   "name": "Gemma 3 12B",
   "org": "google",
   "family": "gemma",
   "released": "2025-03-12",
   "added": "2026-07-06",
   "params_b": 12,
   "arch": "dense",
   "context": 131072,
   "license": {
    "id": "gemma",
    "open": true,
    "gated": true
   },
   "modalities": [
    "text",
    "image"
   ],
   "tags": [
    "efficient"
   ],
   "scores": {
    "ogm": 5.5,
    "aa_index": 5.5,
    "confidence": "low"
   },
   "rank": {
    "overall": 33,
    "coding": 34
   },
   "hf": {
    "repo": "google/gemma-3-12b-it",
    "downloads_30d": 1309156,
    "downloads_all_time": 20297340,
    "likes": 774,
    "trending": 3,
    "created_at": "2025-03-01T19:11:34Z"
   },
   "run": {
    "min_input_usd_m": 0.05,
    "min_output_usd_m": 0.15,
    "providers": 1
   }
  },
  {
   "id": "gemma-3-27b-it",
   "name": "Gemma 3 27B",
   "org": "google",
   "family": "gemma",
   "released": "2025-03-12",
   "added": "2026-07-06",
   "params_b": 27,
   "arch": "dense",
   "context": 131072,
   "license": {
    "id": "gemma",
    "open": true,
    "gated": true
   },
   "modalities": [
    "text",
    "image"
   ],
   "scores": {
    "ogm": 7.4,
    "coding": 7.1,
    "aa_index": 7.4,
    "confidence": "low"
   },
   "rank": {
    "overall": 32,
    "coding": 32
   },
   "hf": {
    "repo": "google/gemma-3-27b-it",
    "downloads_30d": 870304,
    "downloads_all_time": 15566768,
    "likes": 1991,
    "trending": 3,
    "created_at": "2025-03-01T19:10:19Z"
   },
   "run": {
    "min_input_usd_m": 0.08,
    "min_output_usd_m": 0.16,
    "providers": 5
   }
  },
  {
   "id": "gemma-4-12b-it",
   "name": "Gemma 4 12B",
   "org": "google",
   "family": "gemma",
   "released": "2026-05-23",
   "added": "2026-07-06",
   "params_b": 12,
   "arch": "dense",
   "license": {
    "id": "apache-2.0",
    "open": true
   },
   "modalities": [
    "text",
    "image"
   ],
   "tags": [
    "efficient"
   ],
   "scores": {
    "ogm": 22,
    "aa_index": 22,
    "confidence": "low"
   },
   "rank": {
    "overall": 14
   },
   "hf": {
    "repo": "google/gemma-4-12B-it",
    "downloads_30d": 2880316,
    "downloads_all_time": 3305919,
    "likes": 1256,
    "trending": 29,
    "created_at": "2026-05-23T01:17:15Z"
   }
  },
  {
   "id": "gemma-4-26b-a4b-it",
   "name": "Gemma 4 26B A4B",
   "org": "google",
   "family": "gemma",
   "released": "2026-03-11",
   "added": "2026-07-06",
   "params_b": 26.5,
   "active_params_b": 4,
   "arch": "moe",
   "context": 262144,
   "license": {
    "id": "apache-2.0",
    "open": true
   },
   "modalities": [
    "text",
    "image"
   ],
   "tags": [
    "efficient"
   ],
   "scores": {
    "ogm": 25.7,
    "coding": 71.4,
    "aa_index": 25.7,
    "confidence": "low"
   },
   "rank": {
    "overall": 10,
    "coding": 11
   },
   "hf": {
    "repo": "google/gemma-4-26B-A4B-it",
    "downloads_30d": 13928120,
    "downloads_all_time": 34389000,
    "likes": 1235,
    "trending": 19,
    "created_at": "2026-03-11T21:25:57Z"
   },
   "run": {
    "min_input_usd_m": 0.06,
    "min_output_usd_m": 0.3,
    "providers": 10
   }
  },
  {
   "id": "gemma-4-31b-it",
   "name": "Gemma 4 31B",
   "org": "google",
   "family": "gemma",
   "released": "2026-03-11",
   "added": "2026-07-06",
   "params_b": 32.7,
   "arch": "dense",
   "context": 262144,
   "license": {
    "id": "apache-2.0",
    "open": true
   },
   "modalities": [
    "text",
    "image"
   ],
   "reasoning": true,
   "tags": [
    "flagship"
   ],
   "scores": {
    "ogm": 29.4,
    "coding": 78.6,
    "aa_index": 29.4,
    "confidence": "low"
   },
   "rank": {
    "overall": 7,
    "coding": 9
   },
   "hf": {
    "repo": "google/gemma-4-31B-it",
    "downloads_30d": 11392837,
    "downloads_all_time": 33013545,
    "likes": 3134,
    "trending": 40,
    "created_at": "2026-03-11T18:22:36Z"
   },
   "run": {
    "min_input_usd_m": 0.12,
    "min_output_usd_m": 0.35,
    "providers": 13
   }
  },
  {
   "id": "glm-4.5",
   "name": "GLM-4.5",
   "org": "zai-org",
   "family": "glm",
   "released": "2025-07-28",
   "added": "2026-07-06",
   "params_b": 355,
   "active_params_b": 32,
   "arch": "moe",
   "context": 131072,
   "license": {
    "id": "mit",
    "open": true
   },
   "modalities": [
    "text"
   ],
   "reasoning": true,
   "tags": [
    "hybrid-reasoning",
    "flagship",
    "agentic"
   ],
   "scores": {
    "ogm": 19.5,
    "coding": 69.2,
    "agentic": 69.2,
    "aa_index": 19.5,
    "confidence": "low"
   },
   "rank": {
    "overall": 17,
    "coding": 12,
    "agentic": 5
   },
   "hf": {
    "repo": "zai-org/GLM-4.5",
    "downloads_30d": 144724,
    "downloads_all_time": 820722,
    "likes": 1404,
    "trending": 1,
    "created_at": "2025-07-20T03:25:36Z"
   },
   "run": {
    "min_input_usd_m": 0.6,
    "min_output_usd_m": 2.2,
    "providers": 1
   }
  },
  {
   "id": "glm-4.5-air",
   "name": "GLM-4.5 Air",
   "org": "zai-org",
   "family": "glm",
   "released": "2025-07-28",
   "added": "2026-07-06",
   "params_b": 106,
   "active_params_b": 12,
   "arch": "moe",
   "context": 131072,
   "license": {
    "id": "mit",
    "open": true
   },
   "modalities": [
    "text"
   ],
   "reasoning": true,
   "tags": [
    "hybrid-reasoning",
    "efficient"
   ],
   "scores": {
    "confidence": "unranked"
   },
   "rank": {},
   "hf": {
    "repo": "zai-org/GLM-4.5-Air",
    "downloads_30d": 411091,
    "downloads_all_time": 4051996,
    "likes": 613,
    "trending": 3,
    "created_at": "2025-07-20T03:25:55Z"
   },
   "run": {
    "min_input_usd_m": 0.13,
    "min_output_usd_m": 0.85,
    "providers": 3
   }
  },
  {
   "id": "glm-4.6",
   "name": "GLM-4.6",
   "org": "zai-org",
   "family": "glm",
   "released": "2025-09-30",
   "added": "2026-07-06",
   "params_b": 355,
   "active_params_b": 32,
   "arch": "moe",
   "context": 202752,
   "license": {
    "id": "mit",
    "open": true
   },
   "modalities": [
    "text"
   ],
   "reasoning": true,
   "tags": [
    "hybrid-reasoning",
    "flagship",
    "agentic"
   ],
   "scores": {
    "coding": 84.6,
    "agentic": 84.6,
    "confidence": "unranked"
   },
   "rank": {
    "coding": 7,
    "agentic": 3
   },
   "run": {
    "min_input_usd_m": 0.43,
    "min_output_usd_m": 1.74,
    "providers": 5
   }
  },
  {
   "id": "glm-4.7",
   "name": "GLM-4.7",
   "org": "zai-org",
   "family": "glm",
   "released": "2025-12-22",
   "added": "2026-07-06",
   "params_b": 358,
   "arch": "moe",
   "context": 202752,
   "license": {
    "id": "mit",
    "open": true
   },
   "modalities": [
    "text"
   ],
   "reasoning": true,
   "tags": [
    "hybrid-reasoning",
    "flagship",
    "agentic"
   ],
   "scores": {
    "confidence": "unranked"
   },
   "rank": {},
   "hf": {
    "repo": "zai-org/GLM-4.7",
    "downloads_30d": 51107,
    "downloads_all_time": 602242,
    "likes": 2044,
    "trending": 2,
    "created_at": "2025-12-22T07:45:52Z"
   },
   "run": {
    "min_input_usd_m": 0.4,
    "min_output_usd_m": 1.75,
    "providers": 9
   }
  },
  {
   "id": "glm-4.7-flash",
   "name": "GLM-4.7 Flash",
   "org": "zai-org",
   "family": "glm",
   "released": "2026-01-19",
   "added": "2026-07-06",
   "params_b": 31.2,
   "arch": "dense",
   "context": 202752,
   "license": {
    "id": "mit",
    "open": true
   },
   "modalities": [
    "text"
   ],
   "reasoning": true,
   "tags": [
    "efficient"
   ],
   "scores": {
    "confidence": "unranked"
   },
   "rank": {},
   "hf": {
    "repo": "zai-org/GLM-4.7-Flash",
    "downloads_30d": 2656569,
    "downloads_all_time": 8477936,
    "likes": 1769,
    "trending": 7,
    "created_at": "2026-01-19T06:28:10Z"
   },
   "run": {
    "min_input_usd_m": 0.06,
    "min_output_usd_m": 0.4,
    "providers": 4
   }
  },
  {
   "id": "glm-5",
   "name": "GLM-5",
   "org": "zai-org",
   "family": "glm",
   "released": "2026-02-11",
   "added": "2026-07-06",
   "params_b": 754,
   "arch": "moe",
   "context": 202752,
   "license": {
    "id": "mit",
    "open": true
   },
   "modalities": [
    "text"
   ],
   "reasoning": true,
   "tags": [
    "hybrid-reasoning",
    "flagship",
    "agentic"
   ],
   "scores": {
    "ogm": 24.7,
    "aa_index": 39.5,
    "arena_elo": 1457,
    "confidence": "medium"
   },
   "rank": {
    "overall": 11
   },
   "hf": {
    "repo": "zai-org/GLM-5",
    "downloads_30d": 69956,
    "downloads_all_time": 1103820,
    "likes": 2112,
    "trending": 3,
    "created_at": "2026-02-11T04:55:46Z"
   },
   "run": {
    "min_input_usd_m": 0.6,
    "min_output_usd_m": 1.92,
    "providers": 14
   }
  },
  {
   "id": "glm-5.1",
   "name": "GLM-5.1",
   "org": "zai-org",
   "family": "glm",
   "released": "2026-04-03",
   "added": "2026-07-06",
   "params_b": 754,
   "arch": "moe",
   "context": 202752,
   "license": {
    "id": "mit",
    "open": true
   },
   "modalities": [
    "text"
   ],
   "reasoning": true,
   "tags": [
    "hybrid-reasoning",
    "flagship",
    "agentic"
   ],
   "scores": {
    "ogm": 100,
    "coding": 100,
    "arena_elo": 1472,
    "confidence": "low"
   },
   "rank": {
    "overall": 1,
    "coding": 2
   },
   "hf": {
    "repo": "zai-org/GLM-5.1",
    "downloads_30d": 100062,
    "downloads_all_time": 542865,
    "likes": 1829,
    "trending": 4,
    "created_at": "2026-04-03T09:28:47Z"
   },
   "run": {
    "min_input_usd_m": 0.966,
    "min_output_usd_m": 3.036,
    "providers": 19
   }
  },
  {
   "id": "glm-5.2",
   "name": "GLM-5.2",
   "org": "zai-org",
   "family": "glm",
   "released": "2026-06-16",
   "added": "2026-07-06",
   "params_b": 753,
   "arch": "moe",
   "context": 1048576,
   "license": {
    "id": "mit",
    "open": true
   },
   "modalities": [
    "text"
   ],
   "reasoning": true,
   "tags": [
    "hybrid-reasoning",
    "flagship",
    "agentic"
   ],
   "scores": {
    "confidence": "unranked"
   },
   "rank": {},
   "hf": {
    "repo": "zai-org/GLM-5.2",
    "downloads_30d": 231218,
    "downloads_all_time": 231218,
    "likes": 3535,
    "trending": 483,
    "created_at": "2026-06-16T07:39:20Z"
   },
   "run": {
    "min_input_usd_m": 0.9086,
    "min_output_usd_m": 2.8556,
    "providers": 28
   }
  },
  {
   "id": "gpt-oss-120b",
   "name": "GPT-OSS 120B",
   "org": "openai",
   "family": "gpt-oss",
   "released": "2025-08-05",
   "added": "2026-07-06",
   "params_b": 117,
   "active_params_b": 5.1,
   "arch": "moe",
   "context": 131072,
   "license": {
    "id": "apache-2.0",
    "open": true
   },
   "modalities": [
    "text"
   ],
   "reasoning": true,
   "tags": [
    "reasoning",
    "flagship",
    "efficient"
   ],
   "scores": {
    "ogm": 23.8,
    "coding": 30.2,
    "aa_index": 23.8,
    "confidence": "low"
   },
   "rank": {
    "overall": 12,
    "coding": 25,
    "agentic": 14
   },
   "hf": {
    "repo": "openai/gpt-oss-120b",
    "downloads_30d": 4246098,
    "downloads_all_time": 44242194,
    "likes": 4951,
    "trending": 14,
    "created_at": "2025-08-04T22:33:06Z"
   },
   "run": {
    "min_input_usd_m": 0.03,
    "min_output_usd_m": 0.14,
    "providers": 20
   }
  },
  {
   "id": "gpt-oss-20b",
   "name": "GPT-OSS 20B",
   "org": "openai",
   "family": "gpt-oss",
   "released": "2025-08-05",
   "added": "2026-07-06",
   "params_b": 21,
   "active_params_b": 3.6,
   "arch": "moe",
   "context": 131072,
   "license": {
    "id": "apache-2.0",
    "open": true
   },
   "modalities": [
    "text"
   ],
   "reasoning": true,
   "tags": [
    "reasoning",
    "efficient"
   ],
   "scores": {
    "ogm": 14.9,
    "coding": 42.9,
    "aa_index": 14.9,
    "confidence": "low"
   },
   "rank": {
    "overall": 20,
    "coding": 21
   },
   "hf": {
    "repo": "openai/gpt-oss-20b",
    "downloads_30d": 6957414,
    "downloads_all_time": 79007031,
    "likes": 4767,
    "trending": 19,
    "created_at": "2025-08-04T22:33:29Z"
   },
   "run": {
    "min_input_usd_m": 0.029,
    "min_output_usd_m": 0.13,
    "providers": 13
   }
  },
  {
   "id": "kimi-k2-0905",
   "name": "Kimi K2 Instruct 0905",
   "org": "moonshotai",
   "family": "kimi",
   "released": "2025-09-03",
   "added": "2026-07-06",
   "params_b": 1000,
   "active_params_b": 32,
   "arch": "moe",
   "context": 262144,
   "license": {
    "id": "modified-mit",
    "open": true
   },
   "modalities": [
    "text"
   ],
   "tags": [
    "agentic"
   ],
   "scores": {
    "ogm": 23.5,
    "coding": 100,
    "agentic": 100,
    "aa_index": 23.5,
    "confidence": "low"
   },
   "rank": {
    "overall": 13,
    "coding": 3,
    "agentic": 1
   },
   "hf": {
    "repo": "moonshotai/Kimi-K2-Instruct-0905",
    "downloads_30d": 1133030,
    "downloads_all_time": 5021546,
    "likes": 770,
    "created_at": "2025-09-03T03:34:36Z"
   },
   "run": {
    "min_input_usd_m": 0.6,
    "min_output_usd_m": 2.5,
    "providers": 2
   }
  },
  {
   "id": "kimi-k2-instruct",
   "name": "Kimi K2 Instruct",
   "org": "moonshotai",
   "family": "kimi",
   "released": "2025-07-11",
   "added": "2026-07-06",
   "params_b": 1000,
   "active_params_b": 32,
   "arch": "moe",
   "context": 131072,
   "license": {
    "id": "modified-mit",
    "open": true
   },
   "modalities": [
    "text"
   ],
   "tags": [
    "flagship",
    "agentic"
   ],
   "scores": {
    "ogm": 19.4,
    "coding": 75.2,
    "agentic": 76.9,
    "aa_index": 19.4,
    "confidence": "low"
   },
   "rank": {
    "overall": 18,
    "coding": 10,
    "agentic": 4
   },
   "hf": {
    "repo": "moonshotai/Kimi-K2-Instruct",
    "downloads_30d": 346171,
    "downloads_all_time": 3636255,
    "likes": 2364,
    "trending": 1,
    "created_at": "2025-07-11T00:55:12Z"
   },
   "run": {
    "min_input_usd_m": 0.57,
    "min_output_usd_m": 2.3,
    "providers": 1
   }
  },
  {
   "id": "kimi-k2-thinking",
   "name": "Kimi K2 Thinking",
   "org": "moonshotai",
   "family": "kimi",
   "released": "2025-11-06",
   "added": "2026-07-06",
   "params_b": 1000,
   "active_params_b": 32,
   "arch": "moe",
   "context": 262144,
   "license": {
    "id": "modified-mit",
    "open": true
   },
   "modalities": [
    "text"
   ],
   "reasoning": true,
   "tags": [
    "reasoning",
    "flagship",
    "agentic"
   ],
   "scores": {
    "ogm": 32.7,
    "coding": 61.5,
    "agentic": 61.5,
    "aa_index": 32.7,
    "confidence": "low"
   },
   "rank": {
    "overall": 6,
    "coding": 16,
    "agentic": 6
   },
   "hf": {
    "repo": "moonshotai/Kimi-K2-Thinking",
    "downloads_30d": 139650,
    "downloads_all_time": 1746490,
    "likes": 1707,
    "trending": 2,
    "created_at": "2025-11-04T08:25:31Z"
   },
   "run": {
    "min_input_usd_m": 0.6,
    "min_output_usd_m": 2.5,
    "providers": 2
   }
  },
  {
   "id": "kimi-k2.6",
   "name": "Kimi K2.6",
   "org": "moonshotai",
   "family": "kimi",
   "released": "2026-04-14",
   "added": "2026-07-06",
   "params_b": 1059,
   "active_params_b": 32,
   "arch": "moe",
   "context": 262144,
   "license": {
    "id": "modified-mit",
    "open": true
   },
   "modalities": [
    "text"
   ],
   "reasoning": true,
   "tags": [
    "reasoning",
    "flagship",
    "agentic"
   ],
   "scores": {
    "ogm": 34.2,
    "coding": 50,
    "arena_elo": 1461,
    "confidence": "medium"
   },
   "rank": {
    "overall": 5,
    "coding": 19
   },
   "hf": {
    "repo": "moonshotai/Kimi-K2.6",
    "downloads_30d": 2035977,
    "downloads_all_time": 6406910,
    "likes": 1504,
    "trending": 10,
    "created_at": "2026-04-14T04:23:36Z"
   },
   "run": {
    "min_input_usd_m": 0.66,
    "min_output_usd_m": 3.2,
    "providers": 21
   }
  },
  {
   "id": "kimi-k2.7-code",
   "name": "Kimi K2.7 Code",
   "org": "moonshotai",
   "family": "kimi",
   "released": "2026-06-11",
   "added": "2026-07-06",
   "params_b": 1059,
   "active_params_b": 32,
   "arch": "moe",
   "context": 262144,
   "license": {
    "id": "modified-mit",
    "open": true
   },
   "modalities": [
    "text"
   ],
   "reasoning": true,
   "tags": [
    "coding",
    "flagship",
    "agentic"
   ],
   "scores": {
    "confidence": "unranked"
   },
   "rank": {},
   "hf": {
    "repo": "moonshotai/Kimi-K2.7-Code",
    "downloads_30d": 864527,
    "downloads_all_time": 864527,
    "likes": 1057,
    "trending": 32,
    "created_at": "2026-06-11T07:51:47Z"
   },
   "run": {
    "min_input_usd_m": 0.74,
    "min_output_usd_m": 3.15,
    "providers": 12
   }
  },
  {
   "id": "leanstral-1.5-119b-a6b",
   "name": "Leanstral 1.5 119B A6B",
   "org": "mistralai",
   "family": "mistral",
   "released": "2026-07-01",
   "added": "2026-07-06",
   "params_b": 119,
   "active_params_b": 6,
   "arch": "moe",
   "license": {
    "id": "apache-2.0",
    "open": true
   },
   "modalities": [
    "text"
   ],
   "tags": [
    "efficient"
   ],
   "scores": {
    "confidence": "unranked"
   },
   "rank": {},
   "hf": {
    "repo": "mistralai/Leanstral-1.5-119B-A6B",
    "downloads_30d": 106,
    "downloads_all_time": 106,
    "likes": 143,
    "trending": 138,
    "created_at": "2026-07-01T16:43:19Z"
   }
  },
  {
   "id": "llama-3.1-405b-instruct",
   "name": "Llama 3.1 405B Instruct",
   "org": "meta-llama",
   "family": "llama",
   "released": "2024-07-23",
   "added": "2026-07-06",
   "params_b": 405,
   "arch": "dense",
   "license": {
    "id": "llama3.1",
    "open": true,
    "gated": true
   },
   "modalities": [
    "text"
   ],
   "tags": [
    "flagship"
   ],
   "scores": {
    "confidence": "unranked"
   },
   "rank": {},
   "hf": {
    "repo": "meta-llama/Llama-3.1-405B-Instruct",
    "downloads_30d": 210625,
    "downloads_all_time": 4196506,
    "likes": 596,
    "created_at": "2024-07-16T18:24:44Z"
   }
  },
  {
   "id": "llama-3.3-70b-instruct",
   "name": "Llama 3.3 70B Instruct",
   "org": "meta-llama",
   "family": "llama",
   "released": "2024-12-06",
   "added": "2026-07-06",
   "params_b": 70.6,
   "arch": "dense",
   "context": 131072,
   "license": {
    "id": "llama3.3",
    "open": true,
    "gated": true
   },
   "modalities": [
    "text"
   ],
   "scores": {
    "ogm": 9.4,
    "coding": 21.4,
    "aa_index": 9.4,
    "confidence": "low"
   },
   "rank": {
    "overall": 29,
    "coding": 29
   },
   "hf": {
    "repo": "meta-llama/Llama-3.3-70B-Instruct",
    "downloads_30d": 762698,
    "downloads_all_time": 12965965,
    "likes": 2878,
    "trending": 6,
    "created_at": "2024-11-26T16:08:47Z"
   },
   "run": {
    "min_input_usd_m": 0.1,
    "min_output_usd_m": 0.32,
    "providers": 12
   }
  },
  {
   "id": "llama-4-maverick",
   "name": "Llama 4 Maverick",
   "org": "meta-llama",
   "family": "llama",
   "released": "2025-04-05",
   "added": "2026-07-06",
   "params_b": 400,
   "active_params_b": 17,
   "arch": "moe",
   "context": 1048576,
   "license": {
    "id": "llama4",
    "open": true,
    "gated": true
   },
   "modalities": [
    "text",
    "image"
   ],
   "tags": [
    "flagship"
   ],
   "scores": {
    "ogm": 14.3,
    "coding": 22.4,
    "aa_index": 14.3,
    "confidence": "low"
   },
   "rank": {
    "overall": 21,
    "coding": 28
   },
   "hf": {
    "repo": "meta-llama/Llama-4-Maverick-17B-128E-Instruct",
    "downloads_30d": 51943,
    "downloads_all_time": 675783,
    "likes": 499,
    "created_at": "2025-04-01T22:17:20Z"
   },
   "run": {
    "min_input_usd_m": 0.15,
    "min_output_usd_m": 0.6,
    "providers": 5
   }
  },
  {
   "id": "llama-4-scout",
   "name": "Llama 4 Scout",
   "org": "meta-llama",
   "family": "llama",
   "released": "2025-04-05",
   "added": "2026-07-06",
   "params_b": 109,
   "active_params_b": 17,
   "arch": "moe",
   "context": 10000000,
   "license": {
    "id": "llama4",
    "open": true,
    "gated": true
   },
   "modalities": [
    "text",
    "image"
   ],
   "scores": {
    "ogm": 10,
    "coding": 7.1,
    "aa_index": 10,
    "confidence": "low"
   },
   "rank": {
    "overall": 27,
    "coding": 33
   },
   "hf": {
    "repo": "meta-llama/Llama-4-Scout-17B-16E-Instruct",
    "downloads_30d": 723937,
    "downloads_all_time": 6851434,
    "likes": 1316,
    "trending": 1,
    "created_at": "2025-04-02T13:34:17Z"
   },
   "run": {
    "min_input_usd_m": 0.1,
    "min_output_usd_m": 0.3,
    "providers": 4
   }
  },
  {
   "id": "longcat-2.0",
   "name": "LongCat 2.0",
   "org": "meituan-longcat",
   "family": "longcat",
   "released": "2026-07-05",
   "added": "2026-07-06",
   "params_b": 1776,
   "arch": "moe",
   "license": {
    "id": "mit",
    "open": true
   },
   "modalities": [
    "text"
   ],
   "reasoning": true,
   "tags": [
    "flagship"
   ],
   "scores": {
    "confidence": "unranked"
   },
   "rank": {},
   "hf": {
    "repo": "meituan-longcat/LongCat-2.0",
    "downloads_30d": 43,
    "downloads_all_time": 43,
    "likes": 117,
    "trending": 117,
    "created_at": "2026-07-05T00:07:44Z"
   }
  },
  {
   "id": "magistral-small-2506",
   "name": "Magistral Small 2506",
   "org": "mistralai",
   "family": "mistral",
   "released": "2025-06-10",
   "added": "2026-07-06",
   "params_b": 24,
   "arch": "dense",
   "license": {
    "id": "apache-2.0",
    "open": true
   },
   "modalities": [
    "text"
   ],
   "reasoning": true,
   "tags": [
    "reasoning"
   ],
   "scores": {
    "ogm": 10.7,
    "aa_index": 10.7,
    "confidence": "low"
   },
   "rank": {
    "overall": 25
   },
   "hf": {
    "repo": "mistralai/Magistral-Small-2506",
    "downloads_30d": 18683,
    "downloads_all_time": 513721,
    "likes": 609,
    "created_at": "2025-06-04T10:51:21Z"
   }
  },
  {
   "id": "minimax-m1",
   "name": "MiniMax M1",
   "org": "minimax",
   "family": "minimax",
   "released": "2025-06-16",
   "added": "2026-07-06",
   "params_b": 456,
   "active_params_b": 45.9,
   "arch": "moe",
   "context": 1000000,
   "license": {
    "id": "apache-2.0",
    "open": true
   },
   "modalities": [
    "text"
   ],
   "reasoning": true,
   "tags": [
    "reasoning",
    "long-context"
   ],
   "scores": {
    "confidence": "unranked"
   },
   "rank": {},
   "hf": {
    "repo": "MiniMaxAI/MiniMax-M1-80k",
    "downloads_30d": 911,
    "downloads_all_time": 104295,
    "likes": 692,
    "created_at": "2025-06-13T08:21:14Z"
   },
   "run": {
    "min_input_usd_m": 0.4,
    "min_output_usd_m": 2.2,
    "providers": 2
   }
  },
  {
   "id": "minimax-m2",
   "name": "MiniMax M2",
   "org": "minimax",
   "family": "minimax",
   "released": "2025-10-27",
   "added": "2026-07-06",
   "params_b": 229,
   "active_params_b": 10,
   "arch": "moe",
   "context": 204800,
   "license": {
    "id": "mit",
    "open": true
   },
   "modalities": [
    "text"
   ],
   "reasoning": true,
   "tags": [
    "reasoning",
    "agentic",
    "efficient"
   ],
   "scores": {
    "ogm": 28.3,
    "coding": 53.8,
    "agentic": 53.8,
    "aa_index": 28.3,
    "confidence": "low"
   },
   "rank": {
    "overall": 8,
    "coding": 18,
    "agentic": 7
   },
   "hf": {
    "repo": "MiniMaxAI/MiniMax-M2",
    "downloads_30d": 113022,
    "downloads_all_time": 2238440,
    "likes": 1501,
    "trending": 1,
    "created_at": "2025-10-22T13:45:10Z"
   },
   "run": {
    "min_input_usd_m": 0.255,
    "min_output_usd_m": 1.02,
    "providers": 3
   }
  },
  {
   "id": "minimax-m3",
   "name": "MiniMax M3",
   "org": "minimax",
   "family": "minimax",
   "released": "2026-06-02",
   "added": "2026-07-06",
   "params_b": 427,
   "arch": "moe",
   "context": 1048576,
   "license": {
    "id": "other",
    "open": true
   },
   "modalities": [
    "text"
   ],
   "reasoning": true,
   "tags": [
    "reasoning",
    "flagship",
    "agentic"
   ],
   "scores": {
    "ogm": 49.6,
    "coding": 58,
    "aa_index": 44.4,
    "confidence": "medium"
   },
   "rank": {
    "overall": 3,
    "coding": 17
   },
   "hf": {
    "repo": "MiniMaxAI/MiniMax-M3",
    "downloads_30d": 226766,
    "downloads_all_time": 226817,
    "likes": 1293,
    "trending": 29,
    "created_at": "2026-06-02T07:49:31Z"
   },
   "run": {
    "min_input_usd_m": 0.3,
    "min_output_usd_m": 1.2,
    "providers": 7
   }
  },
  {
   "id": "mistral-large-2411",
   "name": "Mistral Large 2411",
   "org": "mistralai",
   "family": "mistral",
   "released": "2024-11-18",
   "added": "2026-07-06",
   "params_b": 123,
   "arch": "dense",
   "license": {
    "id": "mrl",
    "open": true
   },
   "modalities": [
    "text"
   ],
   "scores": {
    "ogm": 9.1,
    "aa_index": 9.1,
    "confidence": "low"
   },
   "rank": {
    "overall": 31
   },
   "hf": {
    "repo": "mistralai/Mistral-Large-Instruct-2411",
    "downloads_30d": 8190,
    "downloads_all_time": 4896245,
    "likes": 264,
    "trending": 2,
    "created_at": "2024-11-14T20:03:52Z"
   }
  },
  {
   "id": "mistral-small-3.2-24b",
   "name": "Mistral Small 3.2 24B",
   "org": "mistralai",
   "family": "mistral",
   "released": "2025-06-20",
   "added": "2026-07-06",
   "params_b": 24,
   "arch": "dense",
   "context": 128000,
   "license": {
    "id": "apache-2.0",
    "open": true
   },
   "modalities": [
    "text",
    "image"
   ],
   "tags": [
    "efficient"
   ],
   "scores": {
    "ogm": 10.6,
    "coding": 28.6,
    "aa_index": 10.6,
    "confidence": "low"
   },
   "rank": {
    "overall": 26,
    "coding": 26
   },
   "hf": {
    "repo": "mistralai/Mistral-Small-3.2-24B-Instruct-2506",
    "downloads_30d": 632852,
    "downloads_all_time": 4735624,
    "likes": 597,
    "trending": 2,
    "created_at": "2025-06-19T17:41:13Z"
   },
   "run": {
    "min_input_usd_m": 0.075,
    "min_output_usd_m": 0.2,
    "providers": 4
   }
  },
  {
   "id": "olmo-2-32b-instruct",
   "name": "OLMo 2 32B Instruct",
   "org": "allenai",
   "family": "olmo",
   "released": "2025-03-13",
   "added": "2026-07-06",
   "params_b": 32,
   "arch": "dense",
   "license": {
    "id": "apache-2.0",
    "open": true
   },
   "modalities": [
    "text"
   ],
   "tags": [
    "fully-open"
   ],
   "scores": {
    "confidence": "unranked"
   },
   "rank": {}
  },
  {
   "id": "olmo-3-32b",
   "name": "OLMo 3 32B",
   "org": "allenai",
   "family": "olmo",
   "released": "2025-11-04",
   "added": "2026-07-06",
   "params_b": 32.2,
   "arch": "dense",
   "license": {
    "id": "apache-2.0",
    "open": true
   },
   "modalities": [
    "text"
   ],
   "tags": [
    "fully-open"
   ],
   "scores": {
    "confidence": "unranked"
   },
   "rank": {},
   "hf": {
    "repo": "allenai/Olmo-3-1125-32B",
    "downloads_30d": 41520,
    "downloads_all_time": 180730,
    "likes": 121,
    "trending": 1,
    "created_at": "2025-11-04T19:13:51Z"
   }
  },
  {
   "id": "ornith-1.0-35b",
   "name": "Ornith 1.0 35B",
   "org": "deepreinforce-ai",
   "family": "ornith",
   "released": "2026-06-21",
   "added": "2026-07-06",
   "params_b": 35,
   "arch": "dense",
   "license": {
    "id": "mit",
    "open": true
   },
   "modalities": [
    "text"
   ],
   "scores": {
    "confidence": "unranked"
   },
   "rank": {},
   "hf": {
    "repo": "deepreinforce-ai/Ornith-1.0-35B",
    "downloads_30d": 231342,
    "downloads_all_time": 231342,
    "likes": 351,
    "trending": 106,
    "created_at": "2026-06-21T03:30:07Z"
   }
  },
  {
   "id": "ornith-1.0-397b",
   "name": "Ornith 1.0 397B",
   "org": "deepreinforce-ai",
   "family": "ornith",
   "released": "2026-06-23",
   "added": "2026-07-06",
   "params_b": 397,
   "arch": "moe",
   "license": {
    "id": "mit",
    "open": true
   },
   "modalities": [
    "text"
   ],
   "tags": [
    "flagship"
   ],
   "scores": {
    "confidence": "unranked"
   },
   "rank": {},
   "hf": {
    "repo": "deepreinforce-ai/Ornith-1.0-397B",
    "downloads_30d": 71628,
    "downloads_all_time": 71628,
    "likes": 221,
    "trending": 50,
    "created_at": "2026-06-23T21:31:47Z"
   }
  },
  {
   "id": "ornith-1.0-9b",
   "name": "Ornith 1.0 9B",
   "org": "deepreinforce-ai",
   "family": "ornith",
   "released": "2026-06-21",
   "added": "2026-07-06",
   "params_b": 9,
   "arch": "dense",
   "license": {
    "id": "mit",
    "open": true
   },
   "modalities": [
    "text"
   ],
   "tags": [
    "efficient"
   ],
   "scores": {
    "confidence": "unranked"
   },
   "rank": {},
   "hf": {
    "repo": "deepreinforce-ai/Ornith-1.0-9B",
    "downloads_30d": 86136,
    "downloads_all_time": 86136,
    "likes": 393,
    "trending": 102,
    "created_at": "2026-06-21T04:27:07Z"
   }
  },
  {
   "id": "qwen-agentworld-35b-a3b",
   "name": "Qwen AgentWorld 35B A3B",
   "org": "qwen",
   "family": "qwen",
   "released": "2026-06-22",
   "added": "2026-07-06",
   "params_b": 34.7,
   "active_params_b": 3.3,
   "arch": "moe",
   "license": {
    "id": "apache-2.0",
    "open": true
   },
   "modalities": [
    "text"
   ],
   "tags": [
    "agentic"
   ],
   "scores": {
    "confidence": "unranked"
   },
   "rank": {},
   "hf": {
    "repo": "Qwen/Qwen-AgentWorld-35B-A3B",
    "downloads_30d": 57835,
    "downloads_all_time": 57835,
    "likes": 556,
    "trending": 111,
    "created_at": "2026-06-22T14:49:37Z"
   }
  },
  {
   "id": "qwen2.5-72b-instruct",
   "name": "Qwen2.5 72B Instruct",
   "org": "qwen",
   "family": "qwen",
   "released": "2024-09-19",
   "added": "2026-07-06",
   "params_b": 72.7,
   "arch": "dense",
   "context": 131072,
   "license": {
    "id": "qwen",
    "open": true
   },
   "modalities": [
    "text"
   ],
   "scores": {
    "confidence": "unranked"
   },
   "rank": {},
   "run": {
    "min_input_usd_m": 0.36,
    "min_output_usd_m": 0.4,
    "providers": 2
   }
  },
  {
   "id": "qwen2.5-coder-32b",
   "name": "Qwen2.5 Coder 32B",
   "org": "qwen",
   "family": "qwen",
   "released": "2024-11-11",
   "added": "2026-07-06",
   "params_b": 32.8,
   "arch": "dense",
   "context": 128000,
   "license": {
    "id": "apache-2.0",
    "open": true
   },
   "modalities": [
    "text"
   ],
   "tags": [
    "coding"
   ],
   "scores": {
    "coding": 21,
    "agentic": 23.1,
    "confidence": "unranked"
   },
   "rank": {
    "coding": 30,
    "agentic": 11
   },
   "hf": {
    "repo": "Qwen/Qwen2.5-Coder-32B-Instruct",
    "downloads_30d": 1354213,
    "downloads_all_time": 9452658,
    "likes": 2068,
    "trending": 7,
    "created_at": "2024-11-06T07:49:50Z"
   },
   "run": {
    "min_input_usd_m": 0.66,
    "min_output_usd_m": 1,
    "providers": 1
   }
  },
  {
   "id": "qwen3-235b-a22b",
   "name": "Qwen3 235B A22B",
   "org": "qwen",
   "family": "qwen",
   "released": "2025-04-29",
   "added": "2026-07-06",
   "params_b": 235,
   "active_params_b": 22,
   "arch": "moe",
   "context": 131072,
   "license": {
    "id": "apache-2.0",
    "open": true
   },
   "modalities": [
    "text"
   ],
   "reasoning": true,
   "tags": [
    "hybrid-reasoning",
    "flagship"
   ],
   "scores": {
    "coding": 81.8,
    "confidence": "unranked"
   },
   "rank": {
    "coding": 8
   },
   "hf": {
    "repo": "Qwen/Qwen3-235B-A22B",
    "downloads_30d": 900488,
    "downloads_all_time": 5693781,
    "likes": 1100,
    "trending": 2,
    "created_at": "2025-04-27T03:53:46Z"
   },
   "run": {
    "min_input_usd_m": 0.455,
    "min_output_usd_m": 1.82,
    "providers": 1
   }
  },
  {
   "id": "qwen3-30b-a3b",
   "name": "Qwen3 30B A3B",
   "org": "qwen",
   "family": "qwen",
   "released": "2025-04-29",
   "added": "2026-07-06",
   "params_b": 30.5,
   "active_params_b": 3.3,
   "arch": "moe",
   "context": 131072,
   "license": {
    "id": "apache-2.0",
    "open": true
   },
   "modalities": [
    "text"
   ],
   "reasoning": true,
   "tags": [
    "hybrid-reasoning",
    "efficient"
   ],
   "scores": {
    "confidence": "unranked"
   },
   "rank": {},
   "hf": {
    "repo": "Qwen/Qwen3-30B-A3B",
    "downloads_30d": 2833421,
    "downloads_all_time": 14681795,
    "likes": 905,
    "trending": 2,
    "created_at": "2025-04-27T03:43:05Z"
   },
   "run": {
    "min_input_usd_m": 0.12,
    "min_output_usd_m": 0.5,
    "providers": 3
   }
  },
  {
   "id": "qwen3-32b",
   "name": "Qwen3 32B",
   "org": "qwen",
   "family": "qwen",
   "released": "2025-04-29",
   "added": "2026-07-06",
   "params_b": 32.8,
   "arch": "dense",
   "context": 131072,
   "license": {
    "id": "apache-2.0",
    "open": true
   },
   "modalities": [
    "text"
   ],
   "reasoning": true,
   "tags": [
    "hybrid-reasoning"
   ],
   "scores": {
    "coding": 36.4,
    "confidence": "unranked"
   },
   "rank": {
    "coding": 23
   },
   "run": {
    "min_input_usd_m": 0.08,
    "min_output_usd_m": 0.28,
    "providers": 5
   }
  },
  {
   "id": "qwen3-coder-30b-a3b",
   "name": "Qwen3 Coder 30B A3B",
   "org": "qwen",
   "family": "qwen",
   "released": "2025-07-31",
   "added": "2026-07-06",
   "params_b": 30.5,
   "active_params_b": 3.3,
   "arch": "moe",
   "context": 160000,
   "license": {
    "id": "apache-2.0",
    "open": true
   },
   "modalities": [
    "text"
   ],
   "tags": [
    "coding",
    "efficient"
   ],
   "scores": {
    "ogm": 13.6,
    "coding": 46.2,
    "agentic": 46.2,
    "aa_index": 13.6,
    "confidence": "low"
   },
   "rank": {
    "overall": 23,
    "coding": 20,
    "agentic": 8
   },
   "hf": {
    "repo": "Qwen/Qwen3-Coder-30B-A3B-Instruct",
    "downloads_30d": 1691190,
    "downloads_all_time": 12710391,
    "likes": 1145,
    "trending": 6,
    "created_at": "2025-07-31T07:04:55Z"
   },
   "run": {
    "min_input_usd_m": 0.07,
    "min_output_usd_m": 0.27,
    "providers": 5
   }
  },
  {
   "id": "qwen3-coder-480b-a35b",
   "name": "Qwen3 Coder 480B A35B",
   "org": "qwen",
   "family": "qwen",
   "released": "2025-07-22",
   "added": "2026-07-06",
   "params_b": 480,
   "active_params_b": 35,
   "arch": "moe",
   "context": 1048576,
   "license": {
    "id": "apache-2.0",
    "open": true
   },
   "modalities": [
    "text"
   ],
   "tags": [
    "coding",
    "flagship"
   ],
   "scores": {
    "ogm": 18,
    "coding": 92.3,
    "agentic": 92.3,
    "aa_index": 18,
    "confidence": "low"
   },
   "rank": {
    "overall": 19,
    "coding": 4,
    "agentic": 2
   },
   "hf": {
    "repo": "Qwen/Qwen3-Coder-480B-A35B-Instruct",
    "downloads_30d": 30486,
    "downloads_all_time": 982189,
    "likes": 1350,
    "trending": 2,
    "created_at": "2025-07-22T14:52:38Z"
   },
   "run": {
    "min_input_usd_m": 0.22,
    "min_output_usd_m": 1,
    "providers": 6
   }
  },
  {
   "id": "qwen3-coder-next",
   "name": "Qwen3 Coder Next",
   "org": "qwen",
   "family": "qwen",
   "released": "2026-01-30",
   "added": "2026-07-06",
   "params_b": 79.7,
   "arch": "moe",
   "context": 262144,
   "license": {
    "id": "apache-2.0",
    "open": true
   },
   "modalities": [
    "text"
   ],
   "tags": [
    "coding"
   ],
   "scores": {
    "ogm": 21.1,
    "coding": 64.3,
    "aa_index": 21.1,
    "confidence": "low"
   },
   "rank": {
    "overall": 15,
    "coding": 13
   },
   "hf": {
    "repo": "Qwen/Qwen3-Coder-Next",
    "downloads_30d": 1277094,
    "downloads_all_time": 5365155,
    "likes": 1511,
    "trending": 16,
    "created_at": "2026-01-30T15:08:18Z"
   },
   "run": {
    "min_input_usd_m": 0.11,
    "min_output_usd_m": 0.8,
    "providers": 5
   }
  },
  {
   "id": "qwen3.5-122b-a10b",
   "name": "Qwen3.5 122B A10B",
   "org": "qwen",
   "family": "qwen",
   "released": "2026-02-24",
   "added": "2026-07-06",
   "params_b": 125,
   "active_params_b": 10,
   "arch": "moe",
   "context": 262144,
   "license": {
    "id": "apache-2.0",
    "open": true
   },
   "modalities": [
    "text"
   ],
   "reasoning": true,
   "tags": [
    "hybrid-reasoning"
   ],
   "scores": {
    "ogm": 9.5,
    "confidence": "low"
   },
   "rank": {
    "overall": 28
   },
   "hf": {
    "repo": "Qwen/Qwen3.5-122B-A10B",
    "downloads_30d": 772125,
    "downloads_all_time": 3811602,
    "likes": 582,
    "trending": 2,
    "created_at": "2026-02-24T09:43:37Z"
   },
   "run": {
    "min_input_usd_m": 0.26,
    "min_output_usd_m": 2.08,
    "providers": 4
   }
  },
  {
   "id": "qwen3.5-397b-a17b",
   "name": "Qwen3.5 397B A17B",
   "org": "qwen",
   "family": "qwen",
   "released": "2026-02-16",
   "added": "2026-07-06",
   "params_b": 403,
   "active_params_b": 17,
   "arch": "moe",
   "context": 256000,
   "license": {
    "id": "apache-2.0",
    "open": true
   },
   "modalities": [
    "text"
   ],
   "reasoning": true,
   "tags": [
    "hybrid-reasoning",
    "flagship"
   ],
   "scores": {
    "confidence": "unranked"
   },
   "rank": {},
   "hf": {
    "repo": "Qwen/Qwen3.5-397B-A17B",
    "downloads_30d": 411803,
    "downloads_all_time": 4614858,
    "likes": 1527,
    "trending": 3,
    "created_at": "2026-02-16T04:55:12Z"
   },
   "run": {
    "min_input_usd_m": 0.385,
    "min_output_usd_m": 2.34,
    "providers": 12
   }
  },
  {
   "id": "qwen3.5-9b",
   "name": "Qwen3.5 9B",
   "org": "qwen",
   "family": "qwen",
   "released": "2026-02-27",
   "added": "2026-07-06",
   "params_b": 9.7,
   "arch": "dense",
   "context": 262144,
   "license": {
    "id": "apache-2.0",
    "open": true
   },
   "modalities": [
    "text"
   ],
   "reasoning": true,
   "tags": [
    "efficient"
   ],
   "scores": {
    "confidence": "unranked"
   },
   "rank": {},
   "hf": {
    "repo": "Qwen/Qwen3.5-9B",
    "downloads_30d": 8572818,
    "downloads_all_time": 32634387,
    "likes": 1670,
    "trending": 20,
    "created_at": "2026-02-27T12:58:26Z"
   },
   "run": {
    "min_input_usd_m": 0.1,
    "min_output_usd_m": 0.15,
    "providers": 4
   }
  },
  {
   "id": "qwen3.6-27b",
   "name": "Qwen3.6 27B",
   "org": "qwen",
   "family": "qwen",
   "released": "2026-04-21",
   "added": "2026-07-06",
   "params_b": 27.8,
   "arch": "dense",
   "context": 262144,
   "license": {
    "id": "apache-2.0",
    "open": true
   },
   "modalities": [
    "text"
   ],
   "reasoning": true,
   "tags": [
    "efficient"
   ],
   "scores": {
    "ogm": 76.8,
    "confidence": "low"
   },
   "rank": {
    "overall": 2
   },
   "hf": {
    "repo": "Qwen/Qwen3.6-27B",
    "downloads_30d": 4879023,
    "downloads_all_time": 12524074,
    "likes": 1903,
    "trending": 58,
    "created_at": "2026-04-21T07:50:43Z"
   },
   "run": {
    "min_input_usd_m": 0.285,
    "min_output_usd_m": 2,
    "providers": 9
   }
  },
  {
   "id": "qwen3.6-35b-a3b",
   "name": "Qwen3.6 35B A3B",
   "org": "qwen",
   "family": "qwen",
   "released": "2026-04-15",
   "added": "2026-07-06",
   "params_b": 36,
   "active_params_b": 3.3,
   "arch": "moe",
   "context": 262144,
   "license": {
    "id": "apache-2.0",
    "open": true
   },
   "modalities": [
    "text"
   ],
   "reasoning": true,
   "tags": [
    "hybrid-reasoning",
    "efficient"
   ],
   "scores": {
    "confidence": "unranked"
   },
   "rank": {},
   "hf": {
    "repo": "Qwen/Qwen3.6-35B-A3B",
    "downloads_30d": 6053872,
    "downloads_all_time": 15398206,
    "likes": 2338,
    "trending": 56,
    "created_at": "2026-04-15T05:59:19Z"
   },
   "run": {
    "min_input_usd_m": 0.14,
    "min_output_usd_m": 0.96525,
    "providers": 5
   }
  },
  {
   "id": "qwq-32b",
   "name": "QwQ 32B",
   "org": "qwen",
   "family": "qwen",
   "released": "2025-03-05",
   "added": "2026-07-06",
   "params_b": 32.8,
   "arch": "dense",
   "license": {
    "id": "apache-2.0",
    "open": true
   },
   "modalities": [
    "text"
   ],
   "reasoning": true,
   "tags": [
    "reasoning"
   ],
   "scores": {
    "ogm": 13.4,
    "coding": 27.3,
    "aa_index": 13.4,
    "confidence": "low"
   },
   "rank": {
    "overall": 24,
    "coding": 27
   },
   "hf": {
    "repo": "Qwen/QwQ-32B",
    "downloads_30d": 118826,
    "downloads_all_time": 3091299,
    "likes": 2940,
    "trending": 1.5,
    "created_at": "2025-03-05T14:16:59Z"
   }
  }
 ]
}
