{
  "schemaVersion": 1,
  "version": "2026-08-25",
  "models": [
    {
      "id": "llama3.2-3b",
      "name": "Llama 3.2 3B",
      "family": "llama",
      "parametersB": 3.2,
      "activeParametersB": null,
      "maxContext": 131072,
      "capabilities": [
        "chat"
      ],
      "quality": {
        "general": 6.6,
        "coding": 6.0
      },
      "quantizations": {
        "Q4_K_M": {
          "fileSizeGb": 1.88,
          "kvCacheGbPer1kCtx": 0.117
        },
        "Q8_0": {
          "fileSizeGb": 3.19,
          "kvCacheGbPer1kCtx": 0.117
        }
      },
      "ollamaTag": "llama3.2:3b"
    },
    {
      "id": "qwen3-4b",
      "name": "Qwen3 4B",
      "family": "qwen",
      "parametersB": 4.0,
      "activeParametersB": null,
      "maxContext": 40960,
      "capabilities": [
        "chat",
        "reasoning",
        "coding"
      ],
      "quality": {
        "general": 7.2,
        "coding": 6.8
      },
      "quantizations": {
        "Q4_K_M": {
          "fileSizeGb": 2.33,
          "kvCacheGbPer1kCtx": 0.151
        },
        "Q8_0": {
          "fileSizeGb": 3.99,
          "kvCacheGbPer1kCtx": 0.151
        }
      },
      "ollamaTag": "qwen3:4b"
    },
    {
      "id": "gemma3-4b",
      "name": "Gemma 3 4B",
      "family": "gemma",
      "parametersB": 4.3,
      "activeParametersB": null,
      "maxContext": 131072,
      "capabilities": [
        "chat",
        "vision"
      ],
      "quality": {
        "general": 7.0,
        "coding": 6.3
      },
      "quantizations": {
        "Q4_K_M": {
          "fileSizeGb": 2.32,
          "kvCacheGbPer1kCtx": 0.143
        }
      },
      "ollamaTag": "gemma3:4b"
    },
    {
      "id": "qwen3-8b",
      "name": "Qwen3 8B",
      "family": "qwen",
      "parametersB": 8.2,
      "activeParametersB": null,
      "maxContext": 40960,
      "capabilities": [
        "chat",
        "reasoning",
        "coding"
      ],
      "quality": {
        "general": 7.8,
        "coding": 7.4
      },
      "quantizations": {
        "Q4_K_M": {
          "fileSizeGb": 4.68,
          "kvCacheGbPer1kCtx": 0.151
        },
        "Q8_0": {
          "fileSizeGb": 8.11,
          "kvCacheGbPer1kCtx": 0.151
        }
      },
      "ollamaTag": "qwen3:8b"
    },
    {
      "id": "llama3.1-8b",
      "name": "Llama 3.1 8B",
      "family": "llama",
      "parametersB": 8.0,
      "activeParametersB": null,
      "maxContext": 131072,
      "capabilities": [
        "chat"
      ],
      "quality": {
        "general": 7.4,
        "coding": 6.8
      },
      "quantizations": {
        "Q4_K_M": {
          "fileSizeGb": 4.58,
          "kvCacheGbPer1kCtx": 0.134
        },
        "Q8_0": {
          "fileSizeGb": 7.95,
          "kvCacheGbPer1kCtx": 0.134
        }
      },
      "ollamaTag": "llama3.1:8b"
    },
    {
      "id": "gemma3-12b",
      "name": "Gemma 3 12B",
      "family": "gemma",
      "parametersB": 12.2,
      "activeParametersB": null,
      "maxContext": 131072,
      "capabilities": [
        "chat",
        "vision"
      ],
      "quality": {
        "general": 7.9,
        "coding": 7.2
      },
      "quantizations": {
        "Q4_K_M": {
          "fileSizeGb": 6.8,
          "kvCacheGbPer1kCtx": 0.403
        }
      },
      "ollamaTag": "gemma3:12b"
    },
    {
      "id": "qwen3-14b",
      "name": "Qwen3 14B",
      "family": "qwen",
      "parametersB": 14.8,
      "activeParametersB": null,
      "maxContext": 40960,
      "capabilities": [
        "chat",
        "reasoning",
        "coding"
      ],
      "quality": {
        "general": 8.2,
        "coding": 7.8
      },
      "quantizations": {
        "Q4_K_M": {
          "fileSizeGb": 8.38,
          "kvCacheGbPer1kCtx": 0.168
        },
        "Q8_0": {
          "fileSizeGb": 14.62,
          "kvCacheGbPer1kCtx": 0.168
        }
      },
      "ollamaTag": "qwen3:14b"
    },
    {
      "id": "phi4-14b",
      "name": "Phi-4 14B",
      "family": "phi",
      "parametersB": 14.7,
      "activeParametersB": null,
      "maxContext": 16384,
      "capabilities": [
        "chat",
        "reasoning"
      ],
      "quality": {
        "general": 8.0,
        "coding": 7.6
      },
      "quantizations": {
        "Q4_K_M": {
          "fileSizeGb": 8.43,
          "kvCacheGbPer1kCtx": 0.21
        }
      },
      "ollamaTag": "phi4:14b"
    },
    {
      "id": "deepseek-r1-14b",
      "name": "DeepSeek-R1 14B",
      "family": "deepseek",
      "parametersB": 14.8,
      "activeParametersB": null,
      "maxContext": 131072,
      "capabilities": [
        "chat",
        "reasoning"
      ],
      "quality": {
        "general": 8.3,
        "coding": 7.9
      },
      "quantizations": {
        "Q4_K_M": {
          "fileSizeGb": 8.37,
          "kvCacheGbPer1kCtx": 0.201
        }
      },
      "ollamaTag": "deepseek-r1:14b"
    },
    {
      "id": "qwen2.5-coder-14b",
      "name": "Qwen2.5 Coder 14B",
      "family": "qwen",
      "parametersB": 14.8,
      "activeParametersB": null,
      "maxContext": 131072,
      "capabilities": [
        "coding",
        "chat"
      ],
      "quality": {
        "general": 7.8,
        "coding": 8.3
      },
      "quantizations": {
        "Q4_K_M": {
          "fileSizeGb": 8.37,
          "kvCacheGbPer1kCtx": 0.201
        }
      },
      "ollamaTag": "qwen2.5-coder:14b"
    },
    {
      "id": "mistral-small-3.1-24b",
      "name": "Mistral Small 3.1 24B",
      "family": "mistral",
      "parametersB": 24.0,
      "activeParametersB": null,
      "maxContext": 131072,
      "capabilities": [
        "chat",
        "vision",
        "coding"
      ],
      "quality": {
        "general": 8.1,
        "coding": 7.5
      },
      "quantizations": {
        "Q4_K_M": {
          "fileSizeGb": 13.35,
          "kvCacheGbPer1kCtx": 0.168
        }
      },
      "ollamaTag": "mistral-small3.1"
    },
    {
      "id": "gemma3-27b",
      "name": "Gemma 3 27B",
      "family": "gemma",
      "parametersB": 27.4,
      "activeParametersB": null,
      "maxContext": 131072,
      "capabilities": [
        "chat",
        "vision"
      ],
      "quality": {
        "general": 8.4,
        "coding": 7.7
      },
      "quantizations": {
        "Q4_K_M": {
          "fileSizeGb": 15.41,
          "kvCacheGbPer1kCtx": 0.52
        }
      },
      "ollamaTag": "gemma3:27b"
    },
    {
      "id": "qwen3-30b-a3b",
      "name": "Qwen3 30B-A3B",
      "family": "qwen",
      "parametersB": 30.5,
      "activeParametersB": 3.3,
      "maxContext": 40960,
      "capabilities": [
        "chat",
        "reasoning",
        "coding"
      ],
      "quality": {
        "general": 8.5,
        "coding": 8.0
      },
      "quantizations": {
        "Q4_K_M": {
          "fileSizeGb": 17.28,
          "kvCacheGbPer1kCtx": 0.101
        }
      },
      "ollamaTag": "qwen3:30b"
    },
    {
      "id": "qwen3-32b",
      "name": "Qwen3 32B",
      "family": "qwen",
      "parametersB": 32.8,
      "activeParametersB": null,
      "maxContext": 40960,
      "capabilities": [
        "chat",
        "reasoning",
        "coding"
      ],
      "quality": {
        "general": 8.7,
        "coding": 8.3
      },
      "quantizations": {
        "Q4_K_M": {
          "fileSizeGb": 18.4,
          "kvCacheGbPer1kCtx": 0.268
        }
      },
      "ollamaTag": "qwen3:32b"
    },
    {
      "id": "qwen2.5-coder-32b",
      "name": "Qwen2.5 Coder 32B",
      "family": "qwen",
      "parametersB": 32.8,
      "activeParametersB": null,
      "maxContext": 131072,
      "capabilities": [
        "coding",
        "chat"
      ],
      "quality": {
        "general": 8.3,
        "coding": 8.8
      },
      "quantizations": {
        "Q4_K_M": {
          "fileSizeGb": 18.49,
          "kvCacheGbPer1kCtx": 0.268
        }
      },
      "ollamaTag": "qwen2.5-coder:32b"
    }
  ]
}