{
  "generated": "2026-09-06",
  "source": "https://bestllmfor.com/api/models.json",
  "tiers_gb": [
    8,
    12,
    16,
    24,
    32
  ],
  "margin_gb": 2,
  "use_cases": {
    "general": {
      "label": "General use",
      "tiers": {
        "8": {
          "models": [
            {
              "id": "qwythos-9b-claude-mythos-5-1m",
              "name": "Qwythos 9B Claude Mythos",
              "author": "Empero AI",
              "family": "Qwen",
              "params": 9,
              "license": "Apache 2.0",
              "tags": [
                "chat",
                "reasoning",
                "vision",
                "multilingual"
              ],
              "vram": {
                "q4": 5,
                "q5": 6,
                "q8": 10,
                "fp16": 18
              },
              "url": "https://bestllmfor.com/catalog/qwythos-9b-claude-mythos-5-1m/"
            },
            {
              "id": "falcon3-10b",
              "name": "Falcon 3 10B Instruct",
              "author": "TII",
              "family": "Falcon",
              "params": 10,
              "license": "TII Falcon-LLM License 2.0",
              "tags": [
                "chat",
                "general",
                "multilingual"
              ],
              "vram": {
                "q4": 6,
                "q5": 8,
                "q8": 12,
                "fp16": 20
              },
              "url": "https://bestllmfor.com/catalog/falcon3-10b/"
            },
            {
              "id": "aya-expanse-8b",
              "name": "Aya Expanse 8B",
              "author": "Cohere For AI",
              "family": "Aya",
              "params": 8,
              "license": "CC-BY-NC 4.0",
              "tags": [
                "chat",
                "general",
                "multilingual"
              ],
              "vram": {
                "q4": 5,
                "q5": 6,
                "q8": 9,
                "fp16": 16
              },
              "url": "https://bestllmfor.com/catalog/aya-expanse-8b/"
            }
          ]
        },
        "12": {
          "models": [
            {
              "id": "nemotron-nano-v2-vl-12b",
              "name": "Nemotron Nano v2 VL 12B",
              "author": "NVIDIA",
              "family": "Nemotron",
              "params": 12.6,
              "license": "NVIDIA Open Model License",
              "tags": [
                "vision",
                "chat"
              ],
              "vram": {
                "q4": 8,
                "q5": 10,
                "q8": 14,
                "fp16": 25
              },
              "url": "https://bestllmfor.com/catalog/nemotron-nano-v2-vl-12b/"
            },
            {
              "id": "mistral-nemo-12b",
              "name": "Mistral Nemo 12B Instruct",
              "author": "Mistral AI",
              "family": "Mistral",
              "params": 12,
              "license": "Apache 2.0",
              "tags": [
                "chat",
                "general",
                "multilingual",
                "fr"
              ],
              "vram": {
                "q4": 7,
                "q5": 9,
                "q8": 13,
                "fp16": 24
              },
              "url": "https://bestllmfor.com/catalog/mistral-nemo-12b/"
            },
            {
              "id": "gemma3-12b",
              "name": "Gemma 3 12B",
              "author": "Google",
              "family": "Gemma",
              "params": 12,
              "license": "Gemma",
              "tags": [
                "chat",
                "general",
                "vision",
                "multilingual"
              ],
              "vram": {
                "q4": 7,
                "q5": 9,
                "q8": 13,
                "fp16": 24
              },
              "url": "https://bestllmfor.com/catalog/gemma3-12b/"
            }
          ]
        },
        "16": {
          "models": [
            {
              "id": "mistral-small-24b",
              "name": "Mistral Small 3",
              "author": "Mistral AI",
              "family": "Mistral",
              "params": 24,
              "license": "Apache 2.0",
              "tags": [
                "chat",
                "general",
                "code"
              ],
              "vram": {
                "q4": 14,
                "q5": 17,
                "q8": 26,
                "fp16": 48
              },
              "url": "https://bestllmfor.com/catalog/mistral-small-24b/"
            },
            {
              "id": "sarvam-m-24b",
              "name": "Sarvam-M 24B",
              "author": "Sarvam AI",
              "family": "Sarvam",
              "params": 24,
              "license": "Apache 2.0",
              "tags": [
                "chat",
                "general",
                "reasoning",
                "multilingual"
              ],
              "vram": {
                "q4": 14,
                "q5": 17,
                "q8": 26,
                "fp16": 48
              },
              "url": "https://bestllmfor.com/catalog/sarvam-m-24b/"
            },
            {
              "id": "lfm2",
              "name": "LFM2 24B",
              "author": "Liquid AI",
              "family": "LFM",
              "params": 24,
              "license": "LFM Open License v1.0",
              "tags": [
                "chat",
                "general"
              ],
              "vram": {
                "q4": 14,
                "q5": 17,
                "q8": 26,
                "fp16": 48
              },
              "url": "https://bestllmfor.com/catalog/lfm2/"
            }
          ]
        },
        "24": {
          "models": [
            {
              "id": "gemma4-31b",
              "name": "Gemma 4 31B",
              "author": "Google",
              "family": "Gemma",
              "params": 31,
              "license": "Gemma",
              "tags": [
                "chat",
                "general",
                "vision",
                "audio",
                "multilingual"
              ],
              "vram": {
                "q4": 18,
                "q5": 22,
                "q8": 33,
                "fp16": 62
              },
              "url": "https://bestllmfor.com/catalog/gemma4-31b/"
            },
            {
              "id": "seed-oss-36b",
              "name": "Seed-OSS 36B Instruct",
              "author": "ByteDance",
              "family": "Seed",
              "params": 36,
              "license": "Apache 2.0",
              "tags": [
                "chat",
                "general"
              ],
              "vram": {
                "q4": 22,
                "q5": 26,
                "q8": 40,
                "fp16": 72
              },
              "url": "https://bestllmfor.com/catalog/seed-oss-36b/"
            },
            {
              "id": "north-mini-code-1-0",
              "name": "North Mini Code 1.0",
              "author": "Cohere",
              "family": "North",
              "params": 30.5,
              "license": "Apache 2.0",
              "tags": [
                "chat",
                "code",
                "reasoning"
              ],
              "vram": {
                "q4": 18,
                "q5": 22,
                "q8": 33,
                "fp16": 61
              },
              "url": "https://bestllmfor.com/catalog/north-mini-code-1-0/"
            }
          ]
        },
        "32": {
          "models": [
            {
              "id": "jamba-15-mini",
              "name": "Jamba 1.5 Mini",
              "author": "AI21 Labs",
              "family": "Jamba",
              "params": 52,
              "license": "Jamba Open Model License",
              "tags": [
                "chat",
                "general",
                "moe",
                "multilingual"
              ],
              "vram": {
                "q4": 30,
                "q5": 37,
                "q8": 55,
                "fp16": 104
              },
              "url": "https://bestllmfor.com/catalog/jamba-15-mini/"
            },
            {
              "id": "mixtral-8x7b",
              "name": "Mixtral 8x7B",
              "author": "Mistral AI",
              "family": "Mistral",
              "params": 47,
              "license": "Apache 2.0",
              "tags": [
                "chat",
                "general",
                "moe"
              ],
              "vram": {
                "q4": 26,
                "q5": 32,
                "q8": 50,
                "fp16": 94
              },
              "url": "https://bestllmfor.com/catalog/mixtral-8x7b/"
            },
            {
              "id": "salamandra-40b",
              "name": "Salamandra 40B Instruct",
              "author": "BSC",
              "family": "Salamandra",
              "params": 40,
              "license": "Apache 2.0",
              "tags": [
                "chat",
                "general",
                "multilingual",
                "fr"
              ],
              "vram": {
                "q4": 24,
                "q5": 29,
                "q8": 43,
                "fp16": 80
              },
              "url": "https://bestllmfor.com/catalog/salamandra-40b/"
            }
          ]
        }
      }
    },
    "chat": {
      "label": "Chat & assistants",
      "tiers": {
        "8": {
          "models": [
            {
              "id": "qwythos-9b-claude-mythos-5-1m",
              "name": "Qwythos 9B Claude Mythos",
              "author": "Empero AI",
              "family": "Qwen",
              "params": 9,
              "license": "Apache 2.0",
              "tags": [
                "chat",
                "reasoning",
                "vision",
                "multilingual"
              ],
              "vram": {
                "q4": 5,
                "q5": 6,
                "q8": 10,
                "fp16": 18
              },
              "url": "https://bestllmfor.com/catalog/qwythos-9b-claude-mythos-5-1m/"
            },
            {
              "id": "falcon3-10b",
              "name": "Falcon 3 10B Instruct",
              "author": "TII",
              "family": "Falcon",
              "params": 10,
              "license": "TII Falcon-LLM License 2.0",
              "tags": [
                "chat",
                "general",
                "multilingual"
              ],
              "vram": {
                "q4": 6,
                "q5": 8,
                "q8": 12,
                "fp16": 20
              },
              "url": "https://bestllmfor.com/catalog/falcon3-10b/"
            },
            {
              "id": "aya-expanse-8b",
              "name": "Aya Expanse 8B",
              "author": "Cohere For AI",
              "family": "Aya",
              "params": 8,
              "license": "CC-BY-NC 4.0",
              "tags": [
                "chat",
                "general",
                "multilingual"
              ],
              "vram": {
                "q4": 5,
                "q5": 6,
                "q8": 9,
                "fp16": 16
              },
              "url": "https://bestllmfor.com/catalog/aya-expanse-8b/"
            }
          ]
        },
        "12": {
          "models": [
            {
              "id": "nemotron-nano-v2-vl-12b",
              "name": "Nemotron Nano v2 VL 12B",
              "author": "NVIDIA",
              "family": "Nemotron",
              "params": 12.6,
              "license": "NVIDIA Open Model License",
              "tags": [
                "vision",
                "chat"
              ],
              "vram": {
                "q4": 8,
                "q5": 10,
                "q8": 14,
                "fp16": 25
              },
              "url": "https://bestllmfor.com/catalog/nemotron-nano-v2-vl-12b/"
            },
            {
              "id": "mistral-nemo-12b",
              "name": "Mistral Nemo 12B Instruct",
              "author": "Mistral AI",
              "family": "Mistral",
              "params": 12,
              "license": "Apache 2.0",
              "tags": [
                "chat",
                "general",
                "multilingual",
                "fr"
              ],
              "vram": {
                "q4": 7,
                "q5": 9,
                "q8": 13,
                "fp16": 24
              },
              "url": "https://bestllmfor.com/catalog/mistral-nemo-12b/"
            },
            {
              "id": "gemma3-12b",
              "name": "Gemma 3 12B",
              "author": "Google",
              "family": "Gemma",
              "params": 12,
              "license": "Gemma",
              "tags": [
                "chat",
                "general",
                "vision",
                "multilingual"
              ],
              "vram": {
                "q4": 7,
                "q5": 9,
                "q8": 13,
                "fp16": 24
              },
              "url": "https://bestllmfor.com/catalog/gemma3-12b/"
            }
          ]
        },
        "16": {
          "models": [
            {
              "id": "mistral-small-24b",
              "name": "Mistral Small 3",
              "author": "Mistral AI",
              "family": "Mistral",
              "params": 24,
              "license": "Apache 2.0",
              "tags": [
                "chat",
                "general",
                "code"
              ],
              "vram": {
                "q4": 14,
                "q5": 17,
                "q8": 26,
                "fp16": 48
              },
              "url": "https://bestllmfor.com/catalog/mistral-small-24b/"
            },
            {
              "id": "sarvam-m-24b",
              "name": "Sarvam-M 24B",
              "author": "Sarvam AI",
              "family": "Sarvam",
              "params": 24,
              "license": "Apache 2.0",
              "tags": [
                "chat",
                "general",
                "reasoning",
                "multilingual"
              ],
              "vram": {
                "q4": 14,
                "q5": 17,
                "q8": 26,
                "fp16": 48
              },
              "url": "https://bestllmfor.com/catalog/sarvam-m-24b/"
            },
            {
              "id": "lfm2",
              "name": "LFM2 24B",
              "author": "Liquid AI",
              "family": "LFM",
              "params": 24,
              "license": "LFM Open License v1.0",
              "tags": [
                "chat",
                "general"
              ],
              "vram": {
                "q4": 14,
                "q5": 17,
                "q8": 26,
                "fp16": 48
              },
              "url": "https://bestllmfor.com/catalog/lfm2/"
            }
          ]
        },
        "24": {
          "models": [
            {
              "id": "gemma4-31b",
              "name": "Gemma 4 31B",
              "author": "Google",
              "family": "Gemma",
              "params": 31,
              "license": "Gemma",
              "tags": [
                "chat",
                "general",
                "vision",
                "audio",
                "multilingual"
              ],
              "vram": {
                "q4": 18,
                "q5": 22,
                "q8": 33,
                "fp16": 62
              },
              "url": "https://bestllmfor.com/catalog/gemma4-31b/"
            },
            {
              "id": "seed-oss-36b",
              "name": "Seed-OSS 36B Instruct",
              "author": "ByteDance",
              "family": "Seed",
              "params": 36,
              "license": "Apache 2.0",
              "tags": [
                "chat",
                "general"
              ],
              "vram": {
                "q4": 22,
                "q5": 26,
                "q8": 40,
                "fp16": 72
              },
              "url": "https://bestllmfor.com/catalog/seed-oss-36b/"
            },
            {
              "id": "north-mini-code-1-0",
              "name": "North Mini Code 1.0",
              "author": "Cohere",
              "family": "North",
              "params": 30.5,
              "license": "Apache 2.0",
              "tags": [
                "chat",
                "code",
                "reasoning"
              ],
              "vram": {
                "q4": 18,
                "q5": 22,
                "q8": 33,
                "fp16": 61
              },
              "url": "https://bestllmfor.com/catalog/north-mini-code-1-0/"
            }
          ]
        },
        "32": {
          "models": [
            {
              "id": "jamba-15-mini",
              "name": "Jamba 1.5 Mini",
              "author": "AI21 Labs",
              "family": "Jamba",
              "params": 52,
              "license": "Jamba Open Model License",
              "tags": [
                "chat",
                "general",
                "moe",
                "multilingual"
              ],
              "vram": {
                "q4": 30,
                "q5": 37,
                "q8": 55,
                "fp16": 104
              },
              "url": "https://bestllmfor.com/catalog/jamba-15-mini/"
            },
            {
              "id": "mixtral-8x7b",
              "name": "Mixtral 8x7B",
              "author": "Mistral AI",
              "family": "Mistral",
              "params": 47,
              "license": "Apache 2.0",
              "tags": [
                "chat",
                "general",
                "moe"
              ],
              "vram": {
                "q4": 26,
                "q5": 32,
                "q8": 50,
                "fp16": 94
              },
              "url": "https://bestllmfor.com/catalog/mixtral-8x7b/"
            },
            {
              "id": "salamandra-40b",
              "name": "Salamandra 40B Instruct",
              "author": "BSC",
              "family": "Salamandra",
              "params": 40,
              "license": "Apache 2.0",
              "tags": [
                "chat",
                "general",
                "multilingual",
                "fr"
              ],
              "vram": {
                "q4": 24,
                "q5": 29,
                "q8": 43,
                "fp16": 80
              },
              "url": "https://bestllmfor.com/catalog/salamandra-40b/"
            }
          ]
        }
      }
    },
    "code": {
      "label": "Coding",
      "tiers": {
        "8": {
          "models": [
            {
              "id": "granite33-8b",
              "name": "Granite 3.3 8B Instruct",
              "author": "IBM",
              "family": "Granite",
              "params": 8,
              "license": "Apache 2.0",
              "tags": [
                "chat",
                "general",
                "code"
              ],
              "vram": {
                "q4": 5,
                "q5": 6,
                "q8": 9,
                "fp16": 16
              },
              "url": "https://bestllmfor.com/catalog/granite33-8b/"
            },
            {
              "id": "qwen3-8",
              "name": "Qwen 3.8 8B",
              "author": "Alibaba",
              "family": "Qwen",
              "params": 8,
              "license": "Qwen License",
              "tags": [
                "chat",
                "code",
                "reasoning",
                "vision",
                "multilingual"
              ],
              "vram": {
                "q4": 4.6,
                "q5": 6,
                "q8": 9,
                "fp16": 16
              },
              "url": "https://bestllmfor.com/catalog/qwen3-8/"
            },
            {
              "id": "yi-coder-9b",
              "name": "Yi Coder 9B Chat",
              "author": "01.AI",
              "family": "Yi",
              "params": 9,
              "license": "Apache 2.0",
              "tags": [
                "code"
              ],
              "vram": {
                "q4": 5.5,
                "q5": 7,
                "q8": 10,
                "fp16": 18
              },
              "url": "https://bestllmfor.com/catalog/yi-coder-9b/"
            }
          ]
        },
        "12": {
          "models": [
            {
              "id": "deepseek-coder-v2-16b",
              "name": "DeepSeek Coder V2 Lite 16B",
              "author": "DeepSeek",
              "family": "DeepSeek",
              "params": 16,
              "license": "MIT",
              "tags": [
                "code"
              ],
              "vram": {
                "q4": 10,
                "q5": 12,
                "q8": 18,
                "fp16": 32
              },
              "url": "https://bestllmfor.com/catalog/deepseek-coder-v2-16b/"
            },
            {
              "id": "gemma-4-12b",
              "name": "Gemma 4 12B",
              "author": "Google",
              "family": "Gemma",
              "params": 12,
              "license": "Apache 2.0",
              "tags": [
                "vision",
                "audio",
                "code",
                "multilingual",
                "reasoning"
              ],
              "vram": {
                "q4": 7,
                "q5": 9,
                "q8": 13,
                "fp16": 24
              },
              "url": "https://bestllmfor.com/catalog/gemma-4-12b/"
            },
            {
              "id": "nemotron-3-super",
              "name": "Nemotron 3 Super 12B",
              "author": "NVIDIA",
              "family": "Nemotron",
              "params": 12,
              "license": "NVIDIA Open Model License",
              "tags": [
                "chat",
                "code",
                "reasoning"
              ],
              "vram": {
                "q4": 7,
                "q5": 9,
                "q8": 13,
                "fp16": 24
              },
              "url": "https://bestllmfor.com/catalog/nemotron-3-super/"
            }
          ]
        },
        "16": {
          "models": [
            {
              "id": "mistral-small-24b",
              "name": "Mistral Small 3",
              "author": "Mistral AI",
              "family": "Mistral",
              "params": 24,
              "license": "Apache 2.0",
              "tags": [
                "chat",
                "general",
                "code"
              ],
              "vram": {
                "q4": 14,
                "q5": 17,
                "q8": 26,
                "fp16": 48
              },
              "url": "https://bestllmfor.com/catalog/mistral-small-24b/"
            },
            {
              "id": "ibm-granite-code-20b-mixed-precision",
              "name": "Granite Code 20B (Mixed Precision)",
              "author": "IBM",
              "family": "Granite",
              "params": 20,
              "license": "Apache 2.0",
              "tags": [
                "code",
                "general"
              ],
              "vram": {
                "q4": 12,
                "q5": 14,
                "q8": 21,
                "fp16": 40
              },
              "url": "https://bestllmfor.com/catalog/ibm-granite-code-20b-mixed-precision/"
            },
            {
              "id": "gpt-oss-20b",
              "name": "gpt-oss 20B",
              "author": "OpenAI",
              "family": "gpt-oss",
              "params": 21,
              "license": "Apache 2.0",
              "tags": [
                "chat",
                "general",
                "code",
                "reasoning",
                "moe",
                "small"
              ],
              "vram": {
                "q4": 13,
                "q5": 16,
                "q8": 23,
                "fp16": 42
              },
              "url": "https://bestllmfor.com/catalog/gpt-oss-20b/"
            }
          ]
        },
        "24": {
          "models": [
            {
              "id": "north-mini-code-1-0",
              "name": "North Mini Code 1.0",
              "author": "Cohere",
              "family": "North",
              "params": 30.5,
              "license": "Apache 2.0",
              "tags": [
                "chat",
                "code",
                "reasoning"
              ],
              "vram": {
                "q4": 18,
                "q5": 22,
                "q8": 33,
                "fp16": 61
              },
              "url": "https://bestllmfor.com/catalog/north-mini-code-1-0/"
            },
            {
              "id": "granite41-30b",
              "name": "Granite 4.1 30B Instruct",
              "author": "IBM",
              "family": "Granite",
              "params": 30,
              "license": "Apache 2.0",
              "tags": [
                "chat",
                "general",
                "code",
                "multilingual"
              ],
              "vram": {
                "q4": 17,
                "q5": 21,
                "q8": 32,
                "fp16": 60
              },
              "url": "https://bestllmfor.com/catalog/granite41-30b/"
            },
            {
              "id": "nemotron-cascade-2",
              "name": "Nemotron Cascade 2 30B-A3B",
              "author": "NVIDIA",
              "family": "Nemotron",
              "params": 30,
              "license": "NVIDIA Open Model License",
              "tags": [
                "chat",
                "code",
                "reasoning",
                "moe"
              ],
              "vram": {
                "q4": 17,
                "q5": 21,
                "q8": 32,
                "fp16": 60
              },
              "url": "https://bestllmfor.com/catalog/nemotron-cascade-2/"
            }
          ]
        },
        "32": {
          "models": [
            {
              "id": "qwen36-35b-a3b",
              "name": "Qwen 3.6 35B-A3B",
              "author": "Alibaba",
              "family": "Qwen",
              "params": 35,
              "license": "Apache 2.0",
              "tags": [
                "chat",
                "code",
                "reasoning",
                "moe"
              ],
              "vram": {
                "q4": 21,
                "q5": 25,
                "q8": 38,
                "fp16": 70
              },
              "url": "https://bestllmfor.com/catalog/qwen36-35b-a3b/"
            },
            {
              "id": "laguna-xs2",
              "name": "Laguna XS.2",
              "author": "Poolside",
              "family": "Laguna",
              "params": 33,
              "license": "Apache 2.0",
              "tags": [
                "code",
                "moe"
              ],
              "vram": {
                "q4": 19,
                "q5": 23,
                "q8": 35,
                "fp16": 66
              },
              "url": "https://bestllmfor.com/catalog/laguna-xs2/"
            },
            {
              "id": "nemotron3",
              "name": "Nemotron 3 33B",
              "author": "NVIDIA",
              "family": "Nemotron",
              "params": 33,
              "license": "NVIDIA Open Model License",
              "tags": [
                "chat",
                "code",
                "reasoning"
              ],
              "vram": {
                "q4": 19,
                "q5": 23,
                "q8": 35,
                "fp16": 66
              },
              "url": "https://bestllmfor.com/catalog/nemotron3/"
            }
          ]
        }
      }
    },
    "reasoning": {
      "label": "Reasoning",
      "tiers": {
        "8": {
          "models": [
            {
              "id": "qwythos-9b-claude-mythos-5-1m",
              "name": "Qwythos 9B Claude Mythos",
              "author": "Empero AI",
              "family": "Qwen",
              "params": 9,
              "license": "Apache 2.0",
              "tags": [
                "chat",
                "reasoning",
                "vision",
                "multilingual"
              ],
              "vram": {
                "q4": 5,
                "q5": 6,
                "q8": 10,
                "fp16": 18
              },
              "url": "https://bestllmfor.com/catalog/qwythos-9b-claude-mythos-5-1m/"
            },
            {
              "id": "granite4-1-guardian",
              "name": "Granite 4.1 Guardian 8B",
              "author": "IBM",
              "family": "Granite",
              "params": 8,
              "license": "Apache 2.0",
              "tags": [
                "chat",
                "general",
                "reasoning"
              ],
              "vram": {
                "q4": 4.6,
                "q5": 6,
                "q8": 9,
                "fp16": 16
              },
              "url": "https://bestllmfor.com/catalog/granite4-1-guardian/"
            },
            {
              "id": "deepseek-r1-7b",
              "name": "DeepSeek R1 Distill 7B",
              "author": "DeepSeek",
              "family": "DeepSeek",
              "params": 7,
              "license": "MIT",
              "tags": [
                "reasoning"
              ],
              "vram": {
                "q4": 5,
                "q5": 6,
                "q8": 9,
                "fp16": 16
              },
              "url": "https://bestllmfor.com/catalog/deepseek-r1-7b/"
            }
          ]
        },
        "12": {
          "models": [
            {
              "id": "gemma-4-12b",
              "name": "Gemma 4 12B",
              "author": "Google",
              "family": "Gemma",
              "params": 12,
              "license": "Apache 2.0",
              "tags": [
                "vision",
                "audio",
                "code",
                "multilingual",
                "reasoning"
              ],
              "vram": {
                "q4": 7,
                "q5": 9,
                "q8": 13,
                "fp16": 24
              },
              "url": "https://bestllmfor.com/catalog/gemma-4-12b/"
            },
            {
              "id": "nemotron-3-super",
              "name": "Nemotron 3 Super 12B",
              "author": "NVIDIA",
              "family": "Nemotron",
              "params": 12,
              "license": "NVIDIA Open Model License",
              "tags": [
                "chat",
                "code",
                "reasoning"
              ],
              "vram": {
                "q4": 7,
                "q5": 9,
                "q8": 13,
                "fp16": 24
              },
              "url": "https://bestllmfor.com/catalog/nemotron-3-super/"
            },
            {
              "id": "phi4-14b",
              "name": "Phi-4 14B",
              "author": "Microsoft",
              "family": "Phi",
              "params": 14,
              "license": "MIT",
              "tags": [
                "chat",
                "general",
                "reasoning"
              ],
              "vram": {
                "q4": 9,
                "q5": 11,
                "q8": 16,
                "fp16": 28
              },
              "url": "https://bestllmfor.com/catalog/phi4-14b/"
            }
          ]
        },
        "16": {
          "models": [
            {
              "id": "magistral-small-24b",
              "name": "Magistral Small 24B",
              "author": "Mistral AI",
              "family": "Mistral",
              "params": 24,
              "license": "Apache 2.0",
              "tags": [
                "reasoning",
                "fr"
              ],
              "vram": {
                "q4": 14,
                "q5": 17,
                "q8": 26,
                "fp16": 48
              },
              "url": "https://bestllmfor.com/catalog/magistral-small-24b/"
            },
            {
              "id": "sarvam-m-24b",
              "name": "Sarvam-M 24B",
              "author": "Sarvam AI",
              "family": "Sarvam",
              "params": 24,
              "license": "Apache 2.0",
              "tags": [
                "chat",
                "general",
                "reasoning",
                "multilingual"
              ],
              "vram": {
                "q4": 14,
                "q5": 17,
                "q8": 26,
                "fp16": 48
              },
              "url": "https://bestllmfor.com/catalog/sarvam-m-24b/"
            },
            {
              "id": "gpt-oss-20b",
              "name": "gpt-oss 20B",
              "author": "OpenAI",
              "family": "gpt-oss",
              "params": 21,
              "license": "Apache 2.0",
              "tags": [
                "chat",
                "general",
                "code",
                "reasoning",
                "moe",
                "small"
              ],
              "vram": {
                "q4": 13,
                "q5": 16,
                "q8": 23,
                "fp16": 42
              },
              "url": "https://bestllmfor.com/catalog/gpt-oss-20b/"
            }
          ]
        },
        "24": {
          "models": [
            {
              "id": "north-mini-code-1-0",
              "name": "North Mini Code 1.0",
              "author": "Cohere",
              "family": "North",
              "params": 30.5,
              "license": "Apache 2.0",
              "tags": [
                "chat",
                "code",
                "reasoning"
              ],
              "vram": {
                "q4": 18,
                "q5": 22,
                "q8": 33,
                "fp16": 61
              },
              "url": "https://bestllmfor.com/catalog/north-mini-code-1-0/"
            },
            {
              "id": "kanana-2-30b",
              "name": "Kanana 2 30B-A3B Thinking",
              "author": "Kakao",
              "family": "Kanana",
              "params": 30,
              "license": "Apache 2.0",
              "tags": [
                "chat",
                "general",
                "reasoning",
                "multilingual",
                "moe"
              ],
              "vram": {
                "q4": 18,
                "q5": 22,
                "q8": 33,
                "fp16": 60
              },
              "url": "https://bestllmfor.com/catalog/kanana-2-30b/"
            },
            {
              "id": "nemotron-cascade-2",
              "name": "Nemotron Cascade 2 30B-A3B",
              "author": "NVIDIA",
              "family": "Nemotron",
              "params": 30,
              "license": "NVIDIA Open Model License",
              "tags": [
                "chat",
                "code",
                "reasoning",
                "moe"
              ],
              "vram": {
                "q4": 17,
                "q5": 21,
                "q8": 32,
                "fp16": 60
              },
              "url": "https://bestllmfor.com/catalog/nemotron-cascade-2/"
            }
          ]
        },
        "32": {
          "models": [
            {
              "id": "qwen36-35b-a3b",
              "name": "Qwen 3.6 35B-A3B",
              "author": "Alibaba",
              "family": "Qwen",
              "params": 35,
              "license": "Apache 2.0",
              "tags": [
                "chat",
                "code",
                "reasoning",
                "moe"
              ],
              "vram": {
                "q4": 21,
                "q5": 25,
                "q8": 38,
                "fp16": 70
              },
              "url": "https://bestllmfor.com/catalog/qwen36-35b-a3b/"
            },
            {
              "id": "nemotron3",
              "name": "Nemotron 3 33B",
              "author": "NVIDIA",
              "family": "Nemotron",
              "params": 33,
              "license": "NVIDIA Open Model License",
              "tags": [
                "chat",
                "code",
                "reasoning"
              ],
              "vram": {
                "q4": 19,
                "q5": 23,
                "q8": 35,
                "fp16": 66
              },
              "url": "https://bestllmfor.com/catalog/nemotron3/"
            },
            {
              "id": "deepseek-r1-32b",
              "name": "DeepSeek R1 Distill 32B",
              "author": "DeepSeek",
              "family": "DeepSeek",
              "params": 32,
              "license": "MIT",
              "tags": [
                "reasoning"
              ],
              "vram": {
                "q4": 19,
                "q5": 23,
                "q8": 35,
                "fp16": 64
              },
              "url": "https://bestllmfor.com/catalog/deepseek-r1-32b/"
            }
          ]
        }
      }
    },
    "vision": {
      "label": "Vision",
      "tiers": {
        "8": {
          "models": [
            {
              "id": "qwythos-9b-claude-mythos-5-1m",
              "name": "Qwythos 9B Claude Mythos",
              "author": "Empero AI",
              "family": "Qwen",
              "params": 9,
              "license": "Apache 2.0",
              "tags": [
                "chat",
                "reasoning",
                "vision",
                "multilingual"
              ],
              "vram": {
                "q4": 5,
                "q5": 6,
                "q8": 10,
                "fp16": 18
              },
              "url": "https://bestllmfor.com/catalog/qwythos-9b-claude-mythos-5-1m/"
            },
            {
              "id": "molmo-7b",
              "name": "Molmo 7B-D",
              "author": "Allen AI",
              "family": "Molmo",
              "params": 7,
              "license": "Apache 2.0",
              "tags": [
                "vision",
                "chat"
              ],
              "vram": {
                "q4": 5,
                "q5": 6,
                "q8": 9,
                "fp16": 16
              },
              "url": "https://bestllmfor.com/catalog/molmo-7b/"
            },
            {
              "id": "llava-onevision-7b",
              "name": "LLaVA-OneVision 7B",
              "author": "LMMs-Lab",
              "family": "LLaVA",
              "params": 7,
              "license": "Apache 2.0",
              "tags": [
                "vision",
                "chat"
              ],
              "vram": {
                "q4": 5,
                "q5": 6,
                "q8": 9,
                "fp16": 16
              },
              "url": "https://bestllmfor.com/catalog/llava-onevision-7b/"
            }
          ]
        },
        "12": {
          "models": [
            {
              "id": "nemotron-nano-v2-vl-12b",
              "name": "Nemotron Nano v2 VL 12B",
              "author": "NVIDIA",
              "family": "Nemotron",
              "params": 12.6,
              "license": "NVIDIA Open Model License",
              "tags": [
                "vision",
                "chat"
              ],
              "vram": {
                "q4": 8,
                "q5": 10,
                "q8": 14,
                "fp16": 25
              },
              "url": "https://bestllmfor.com/catalog/nemotron-nano-v2-vl-12b/"
            },
            {
              "id": "gemma3-12b",
              "name": "Gemma 3 12B",
              "author": "Google",
              "family": "Gemma",
              "params": 12,
              "license": "Gemma",
              "tags": [
                "chat",
                "general",
                "vision",
                "multilingual"
              ],
              "vram": {
                "q4": 7,
                "q5": 9,
                "q8": 13,
                "fp16": 24
              },
              "url": "https://bestllmfor.com/catalog/gemma3-12b/"
            },
            {
              "id": "llama32-vision-11b",
              "name": "Llama 3.2 Vision 11B",
              "author": "Meta",
              "family": "Llama",
              "params": 11,
              "license": "Llama 3 Community",
              "tags": [
                "vision",
                "chat"
              ],
              "vram": {
                "q4": 8,
                "q5": 10,
                "q8": 14,
                "fp16": 24
              },
              "url": "https://bestllmfor.com/catalog/llama32-vision-11b/"
            }
          ]
        },
        "16": {
          "models": [
            {
              "id": "mistral-small-31-24b",
              "name": "Mistral Small 3.1 24B",
              "author": "Mistral AI",
              "family": "Mistral",
              "params": 24,
              "license": "Apache 2.0",
              "tags": [
                "chat",
                "general",
                "vision",
                "multilingual",
                "fr"
              ],
              "vram": {
                "q4": 14,
                "q5": 17,
                "q8": 26,
                "fp16": 48
              },
              "url": "https://bestllmfor.com/catalog/mistral-small-31-24b/"
            },
            {
              "id": "nemotron-nano-v2-vl-12b",
              "name": "Nemotron Nano v2 VL 12B",
              "author": "NVIDIA",
              "family": "Nemotron",
              "params": 12.6,
              "license": "NVIDIA Open Model License",
              "tags": [
                "vision",
                "chat"
              ],
              "vram": {
                "q4": 8,
                "q5": 10,
                "q8": 14,
                "fp16": 25
              },
              "url": "https://bestllmfor.com/catalog/nemotron-nano-v2-vl-12b/"
            },
            {
              "id": "gemma3-12b",
              "name": "Gemma 3 12B",
              "author": "Google",
              "family": "Gemma",
              "params": 12,
              "license": "Gemma",
              "tags": [
                "chat",
                "general",
                "vision",
                "multilingual"
              ],
              "vram": {
                "q4": 7,
                "q5": 9,
                "q8": 13,
                "fp16": 24
              },
              "url": "https://bestllmfor.com/catalog/gemma3-12b/"
            }
          ]
        },
        "24": {
          "models": [
            {
              "id": "gemma4-31b",
              "name": "Gemma 4 31B",
              "author": "Google",
              "family": "Gemma",
              "params": 31,
              "license": "Gemma",
              "tags": [
                "chat",
                "general",
                "vision",
                "audio",
                "multilingual"
              ],
              "vram": {
                "q4": 18,
                "q5": 22,
                "q8": 33,
                "fp16": 62
              },
              "url": "https://bestllmfor.com/catalog/gemma4-31b/"
            },
            {
              "id": "exaone-45-33b",
              "name": "EXAONE 4.5 33B",
              "author": "LG AI Research",
              "family": "EXAONE",
              "params": 33,
              "license": "EXAONE AI Model License",
              "tags": [
                "chat",
                "general",
                "vision",
                "multilingual"
              ],
              "vram": {
                "q4": 20,
                "q5": 24,
                "q8": 36,
                "fp16": 66
              },
              "url": "https://bestllmfor.com/catalog/exaone-45-33b/"
            },
            {
              "id": "qwen36-27b",
              "name": "Qwen 3.6 27B",
              "author": "Alibaba",
              "family": "Qwen",
              "params": 27,
              "license": "Apache 2.0",
              "tags": [
                "chat",
                "general",
                "code",
                "reasoning",
                "vision",
                "multilingual"
              ],
              "vram": {
                "q4": 16,
                "q5": 19,
                "q8": 29,
                "fp16": 54
              },
              "url": "https://bestllmfor.com/catalog/qwen36-27b/"
            }
          ]
        },
        "32": {
          "models": [
            {
              "id": "exaone-45-33b",
              "name": "EXAONE 4.5 33B",
              "author": "LG AI Research",
              "family": "EXAONE",
              "params": 33,
              "license": "EXAONE AI Model License",
              "tags": [
                "chat",
                "general",
                "vision",
                "multilingual"
              ],
              "vram": {
                "q4": 20,
                "q5": 24,
                "q8": 36,
                "fp16": 66
              },
              "url": "https://bestllmfor.com/catalog/exaone-45-33b/"
            },
            {
              "id": "gemma4-31b",
              "name": "Gemma 4 31B",
              "author": "Google",
              "family": "Gemma",
              "params": 31,
              "license": "Gemma",
              "tags": [
                "chat",
                "general",
                "vision",
                "audio",
                "multilingual"
              ],
              "vram": {
                "q4": 18,
                "q5": 22,
                "q8": 33,
                "fp16": 62
              },
              "url": "https://bestllmfor.com/catalog/gemma4-31b/"
            },
            {
              "id": "qwen3-vl-30b",
              "name": "Qwen 3 VL 30B-A3B",
              "author": "Alibaba",
              "family": "Qwen",
              "params": 30,
              "license": "Apache 2.0",
              "tags": [
                "vision",
                "chat",
                "general",
                "moe",
                "multilingual"
              ],
              "vram": {
                "q4": 19,
                "q5": 23,
                "q8": 35,
                "fp16": 62
              },
              "url": "https://bestllmfor.com/catalog/qwen3-vl-30b/"
            }
          ]
        }
      }
    },
    "multilingual": {
      "label": "Multilingual",
      "tiers": {
        "8": {
          "models": [
            {
              "id": "qwythos-9b-claude-mythos-5-1m",
              "name": "Qwythos 9B Claude Mythos",
              "author": "Empero AI",
              "family": "Qwen",
              "params": 9,
              "license": "Apache 2.0",
              "tags": [
                "chat",
                "reasoning",
                "vision",
                "multilingual"
              ],
              "vram": {
                "q4": 5,
                "q5": 6,
                "q8": 10,
                "fp16": 18
              },
              "url": "https://bestllmfor.com/catalog/qwythos-9b-claude-mythos-5-1m/"
            },
            {
              "id": "falcon3-10b",
              "name": "Falcon 3 10B Instruct",
              "author": "TII",
              "family": "Falcon",
              "params": 10,
              "license": "TII Falcon-LLM License 2.0",
              "tags": [
                "chat",
                "general",
                "multilingual"
              ],
              "vram": {
                "q4": 6,
                "q5": 8,
                "q8": 12,
                "fp16": 20
              },
              "url": "https://bestllmfor.com/catalog/falcon3-10b/"
            },
            {
              "id": "aya-expanse-8b",
              "name": "Aya Expanse 8B",
              "author": "Cohere For AI",
              "family": "Aya",
              "params": 8,
              "license": "CC-BY-NC 4.0",
              "tags": [
                "chat",
                "general",
                "multilingual"
              ],
              "vram": {
                "q4": 5,
                "q5": 6,
                "q8": 9,
                "fp16": 16
              },
              "url": "https://bestllmfor.com/catalog/aya-expanse-8b/"
            }
          ]
        },
        "12": {
          "models": [
            {
              "id": "mistral-nemo-12b",
              "name": "Mistral Nemo 12B Instruct",
              "author": "Mistral AI",
              "family": "Mistral",
              "params": 12,
              "license": "Apache 2.0",
              "tags": [
                "chat",
                "general",
                "multilingual",
                "fr"
              ],
              "vram": {
                "q4": 7,
                "q5": 9,
                "q8": 13,
                "fp16": 24
              },
              "url": "https://bestllmfor.com/catalog/mistral-nemo-12b/"
            },
            {
              "id": "gemma3-12b",
              "name": "Gemma 3 12B",
              "author": "Google",
              "family": "Gemma",
              "params": 12,
              "license": "Gemma",
              "tags": [
                "chat",
                "general",
                "vision",
                "multilingual"
              ],
              "vram": {
                "q4": 7,
                "q5": 9,
                "q8": 13,
                "fp16": 24
              },
              "url": "https://bestllmfor.com/catalog/gemma3-12b/"
            },
            {
              "id": "qwen3-14b",
              "name": "Qwen 3 14B",
              "author": "Alibaba",
              "family": "Qwen",
              "params": 14,
              "license": "Apache 2.0",
              "tags": [
                "chat",
                "general",
                "reasoning",
                "multilingual"
              ],
              "vram": {
                "q4": 9,
                "q5": 11,
                "q8": 16,
                "fp16": 28
              },
              "url": "https://bestllmfor.com/catalog/qwen3-14b/"
            }
          ]
        },
        "16": {
          "models": [
            {
              "id": "mistral-small-31-24b",
              "name": "Mistral Small 3.1 24B",
              "author": "Mistral AI",
              "family": "Mistral",
              "params": 24,
              "license": "Apache 2.0",
              "tags": [
                "chat",
                "general",
                "vision",
                "multilingual",
                "fr"
              ],
              "vram": {
                "q4": 14,
                "q5": 17,
                "q8": 26,
                "fp16": 48
              },
              "url": "https://bestllmfor.com/catalog/mistral-small-31-24b/"
            },
            {
              "id": "sarvam-m-24b",
              "name": "Sarvam-M 24B",
              "author": "Sarvam AI",
              "family": "Sarvam",
              "params": 24,
              "license": "Apache 2.0",
              "tags": [
                "chat",
                "general",
                "reasoning",
                "multilingual"
              ],
              "vram": {
                "q4": 14,
                "q5": 17,
                "q8": 26,
                "fp16": 48
              },
              "url": "https://bestllmfor.com/catalog/sarvam-m-24b/"
            },
            {
              "id": "eurollm-22b",
              "name": "EuroLLM 22B Instruct 2512",
              "author": "Utter Project",
              "family": "EuroLLM",
              "params": 22.6,
              "license": "Apache 2.0",
              "tags": [
                "chat",
                "general",
                "multilingual",
                "fr"
              ],
              "vram": {
                "q4": 13,
                "q5": 16,
                "q8": 24,
                "fp16": 45
              },
              "url": "https://bestllmfor.com/catalog/eurollm-22b/"
            }
          ]
        },
        "24": {
          "models": [
            {
              "id": "gemma4-31b",
              "name": "Gemma 4 31B",
              "author": "Google",
              "family": "Gemma",
              "params": 31,
              "license": "Gemma",
              "tags": [
                "chat",
                "general",
                "vision",
                "audio",
                "multilingual"
              ],
              "vram": {
                "q4": 18,
                "q5": 22,
                "q8": 33,
                "fp16": 62
              },
              "url": "https://bestllmfor.com/catalog/gemma4-31b/"
            },
            {
              "id": "jais-30b",
              "name": "Jais 30B Chat v3",
              "author": "MBZUAI / Core42",
              "family": "Jais",
              "params": 30,
              "license": "Apache 2.0",
              "tags": [
                "chat",
                "general",
                "multilingual"
              ],
              "vram": {
                "q4": 18,
                "q5": 22,
                "q8": 33,
                "fp16": 60
              },
              "url": "https://bestllmfor.com/catalog/jais-30b/"
            },
            {
              "id": "kanana-2-30b",
              "name": "Kanana 2 30B-A3B Thinking",
              "author": "Kakao",
              "family": "Kanana",
              "params": 30,
              "license": "Apache 2.0",
              "tags": [
                "chat",
                "general",
                "reasoning",
                "multilingual",
                "moe"
              ],
              "vram": {
                "q4": 18,
                "q5": 22,
                "q8": 33,
                "fp16": 60
              },
              "url": "https://bestllmfor.com/catalog/kanana-2-30b/"
            }
          ]
        },
        "32": {
          "models": [
            {
              "id": "jamba-15-mini",
              "name": "Jamba 1.5 Mini",
              "author": "AI21 Labs",
              "family": "Jamba",
              "params": 52,
              "license": "Jamba Open Model License",
              "tags": [
                "chat",
                "general",
                "moe",
                "multilingual"
              ],
              "vram": {
                "q4": 30,
                "q5": 37,
                "q8": 55,
                "fp16": 104
              },
              "url": "https://bestllmfor.com/catalog/jamba-15-mini/"
            },
            {
              "id": "salamandra-40b",
              "name": "Salamandra 40B Instruct",
              "author": "BSC",
              "family": "Salamandra",
              "params": 40,
              "license": "Apache 2.0",
              "tags": [
                "chat",
                "general",
                "multilingual",
                "fr"
              ],
              "vram": {
                "q4": 24,
                "q5": 29,
                "q8": 43,
                "fp16": 80
              },
              "url": "https://bestllmfor.com/catalog/salamandra-40b/"
            },
            {
              "id": "command-r-35b",
              "name": "Command R 35B v01",
              "author": "Cohere",
              "family": "Command",
              "params": 35,
              "license": "CC-BY-NC 4.0",
              "tags": [
                "chat",
                "general",
                "multilingual"
              ],
              "vram": {
                "q4": 20,
                "q5": 25,
                "q8": 37,
                "fp16": 70
              },
              "url": "https://bestllmfor.com/catalog/command-r-35b/"
            }
          ]
        }
      }
    }
  }
}