{
  "generated": "2026-10-15",
  "about": "Open-weight image, image-edit and short video models you can run on your own computer or a high-memory Mac, with leaderboard scores where public.",
  "leaderboards": [
    {
      "name": "Artificial Analysis Text to Image Arena (AA-Image-T2I v2.1)",
      "metric": "Elo",
      "url": "https://artificialanalysis.ai/text-to-image/arena/leaderboard-text",
      "retrieved": "2026-10-15",
      "best_closed": {
        "name": "GPT Image 2.5 Sunburst (max)",
        "value": 1217
      }
    },
    {
      "name": "LMArena Text-to-Image Arena",
      "metric": "Elo-style score (style control on), board dated 2026-10-07",
      "url": "https://arena.ai/leaderboard/image/text-to-image",
      "retrieved": "2026-10-15",
      "best_closed": {
        "name": "gpt-image-2.5-sunburst (preliminary)",
        "value": 1425
      }
    },
    {
      "name": "Artificial Analysis Image Editing Arena (AA-Image-Editing v2.1)",
      "metric": "Elo",
      "url": "https://artificialanalysis.ai/image/leaderboard/editing",
      "retrieved": "2026-10-15",
      "best_closed": {
        "name": "GPT Image 2.5 Sunburst (max)",
        "value": 1198
      }
    },
    {
      "name": "Artificial Analysis Text to Video Arena (AA-Video-T2V v2.1)",
      "metric": "Elo",
      "url": "https://artificialanalysis.ai/video/leaderboard/text-to-video",
      "retrieved": "2026-10-15",
      "best_closed": {
        "name": "Wan 3.0",
        "value": 1174
      }
    },
    {
      "name": "Artificial Analysis Image to Video Arena, silent (AA-Video-I2V-Silent v1.0)",
      "metric": "Elo",
      "url": "https://artificialanalysis.ai/video/leaderboard/image-to-video",
      "retrieved": "2026-10-15",
      "best_closed": {
        "name": "Gemini Omni Flash",
        "value": 1368
      }
    }
  ],
  "models": [
    {
      "id": "qwen-image-2-1",
      "name": "Qwen-Image 2.1",
      "maker": "Alibaba (Qwen)",
      "kind": "image",
      "params_b": 7,
      "memory_gb": 46,
      "license": "Qwen Research License",
      "commercial_ok": false,
      "quality": {
        "board": "Artificial Analysis Text to Image Arena (AA-Image-T2I v2.1)",
        "value": 1041,
        "as_of": "2026-10-15"
      },
      "runs_with": [
        "mflux",
        "draw-things",
        "stable-diffusion-cpp",
        "comfyui",
        "diffusers"
      ],
      "mac_ok": true,
      "speed_note": "About 78 s per 1024px image (40 steps) on M5 Max with mflux",
      "release_date": "2026-09-20",
      "hf": "https://huggingface.co/Qwen/Qwen-Image-2.1",
      "best_for": "Best open quality; text, edits, transparency",
      "notes": "Memory is mflux bf16 peak (64 GB Mac comfortable, -q 8 for less); research-only license.",
      "sources": [
        {
          "url": "https://huggingface.co/Qwen/Qwen-Image-2.1",
          "retrieved": "2026-10-15"
        },
        {
          "url": "https://huggingface.co/Qwen/Qwen-Image-2.1/blob/main/LICENSE",
          "retrieved": "2026-10-15"
        },
        {
          "url": "https://github.com/mflux-community/mflux/blob/main/src/mflux/models/qwen21/README.md",
          "retrieved": "2026-10-15"
        },
        {
          "url": "https://artificialanalysis.ai/text-to-image/arena/leaderboard-text",
          "retrieved": "2026-10-15"
        },
        {
          "url": "https://arena.ai/leaderboard/image/text-to-image",
          "retrieved": "2026-10-15"
        },
        {
          "url": "https://github.com/leejet/stable-diffusion.cpp/blob/master/README.md",
          "retrieved": "2026-10-15"
        },
        {
          "url": "https://github.com/Comfy-Org/ComfyUI/blob/master/comfy/supported_models.py",
          "retrieved": "2026-10-15"
        },
        {
          "url": "https://github.com/drawthingsai/draw-things-community/blob/main/Libraries/ModelZoo/Sources/ModelZoo.swift",
          "retrieved": "2026-10-15"
        }
      ]
    },
    {
      "id": "ideogram-4",
      "name": "Ideogram 4",
      "maker": "Ideogram",
      "kind": "image",
      "params_b": 9.3,
      "memory_gb": null,
      "license": "Ideogram 4 Non-Commercial",
      "commercial_ok": false,
      "quality": {
        "board": "Artificial Analysis Text to Image Arena (AA-Image-T2I v2.1)",
        "value": 1024,
        "as_of": "2026-10-15"
      },
      "runs_with": [
        "mflux",
        "stable-diffusion-cpp",
        "comfyui",
        "draw-things",
        "invokeai",
        "diffusers"
      ],
      "mac_ok": true,
      "speed_note": null,
      "release_date": "2026-06-03",
      "hf": "https://huggingface.co/ideogram-ai/ideogram-4-fp8",
      "best_for": "Typography, posters and design layouts",
      "notes": "Score is the Quality preset (default preset 1001); works best with JSON captions.",
      "sources": [
        {
          "url": "https://huggingface.co/ideogram-ai/ideogram-4-fp8",
          "retrieved": "2026-10-15"
        },
        {
          "url": "https://github.com/mflux-community/mflux/blob/main/src/mflux/models/ideogram4/README.md",
          "retrieved": "2026-10-15"
        },
        {
          "url": "https://artificialanalysis.ai/text-to-image/arena/leaderboard-text",
          "retrieved": "2026-10-15"
        },
        {
          "url": "https://arena.ai/leaderboard/image/text-to-image",
          "retrieved": "2026-10-15"
        },
        {
          "url": "https://github.com/leejet/stable-diffusion.cpp/blob/master/README.md",
          "retrieved": "2026-10-15"
        },
        {
          "url": "https://github.com/Comfy-Org/ComfyUI/blob/master/comfy/supported_models.py",
          "retrieved": "2026-10-15"
        },
        {
          "url": "https://github.com/drawthingsai/draw-things-community/blob/main/Libraries/ModelZoo/Sources/ModelZoo.swift",
          "retrieved": "2026-10-15"
        },
        {
          "url": "https://github.com/invoke-ai/InvokeAI/blob/main/invokeai/backend/model_manager/taxonomy.py",
          "retrieved": "2026-10-15"
        }
      ]
    },
    {
      "id": "flux-2-dev",
      "name": "FLUX.2 [dev]",
      "maker": "Black Forest Labs",
      "kind": "image",
      "params_b": 32,
      "memory_gb": 24,
      "license": "FLUX Non-Commercial License",
      "commercial_ok": false,
      "quality": {
        "board": "Artificial Analysis Text to Image Arena (AA-Image-T2I v2.1)",
        "value": 1000,
        "as_of": "2026-10-15"
      },
      "runs_with": [
        "comfyui",
        "diffusers",
        "stable-diffusion-cpp",
        "draw-things",
        "invokeai"
      ],
      "mac_ok": true,
      "speed_note": null,
      "release_date": "2025-11-25",
      "hf": "https://huggingface.co/black-forest-labs/FLUX.2-dev",
      "best_for": "High-end photoreal images and multi-reference edits",
      "notes": "24 GB is the maker's 4-bit example on an RTX 4090 with a remote text encoder.",
      "sources": [
        {
          "url": "https://huggingface.co/black-forest-labs/FLUX.2-dev",
          "retrieved": "2026-10-15"
        },
        {
          "url": "https://artificialanalysis.ai/text-to-image/arena/leaderboard-text",
          "retrieved": "2026-10-15"
        },
        {
          "url": "https://arena.ai/leaderboard/image/text-to-image",
          "retrieved": "2026-10-15"
        },
        {
          "url": "https://github.com/leejet/stable-diffusion.cpp/blob/master/README.md",
          "retrieved": "2026-10-15"
        },
        {
          "url": "https://github.com/drawthingsai/draw-things-community/blob/main/Libraries/ModelZoo/Sources/ModelZoo.swift",
          "retrieved": "2026-10-15"
        },
        {
          "url": "https://github.com/invoke-ai/InvokeAI/blob/main/invokeai/backend/model_manager/taxonomy.py",
          "retrieved": "2026-10-15"
        }
      ]
    },
    {
      "id": "ming-image-0-1-design",
      "name": "Ming-Image 0.1 Design",
      "maker": "inclusionAI (Ant Group)",
      "kind": "image",
      "params_b": 6.15,
      "memory_gb": 24,
      "license": "MIT",
      "commercial_ok": true,
      "quality": {
        "board": "Artificial Analysis Text to Image Arena (AA-Image-T2I v2.1)",
        "value": 1000,
        "as_of": "2026-10-15"
      },
      "runs_with": [
        "mflux",
        "stable-diffusion-cpp",
        "comfyui"
      ],
      "mac_ok": true,
      "speed_note": "About 4 to 4.5 min per 1024px image on a base M4 Mac mini (mflux)",
      "release_date": "2026-09-22",
      "hf": "https://huggingface.co/inclusionAI/Ming-Image-0.1-Design",
      "best_for": "Posters, cards and UI with text",
      "notes": "24 GB Mac with mflux 8-bit DiT and 5-bit text encoder (plus a 16B MoE text encoder).",
      "sources": [
        {
          "url": "https://huggingface.co/inclusionAI/Ming-Image-0.1-Design",
          "retrieved": "2026-10-15"
        },
        {
          "url": "https://github.com/mflux-community/mflux/blob/main/src/mflux/models/ming_image/README.md",
          "retrieved": "2026-10-15"
        },
        {
          "url": "https://artificialanalysis.ai/text-to-image/arena/leaderboard-text",
          "retrieved": "2026-10-15"
        },
        {
          "url": "https://github.com/leejet/stable-diffusion.cpp/blob/master/README.md",
          "retrieved": "2026-10-15"
        },
        {
          "url": "https://github.com/Comfy-Org/ComfyUI/blob/master/comfy/supported_models.py",
          "retrieved": "2026-10-15"
        }
      ]
    },
    {
      "id": "hidream-o1-image",
      "name": "HiDream-O1-Image",
      "maker": "HiDream.ai",
      "kind": "image",
      "params_b": 8,
      "memory_gb": null,
      "license": "MIT",
      "commercial_ok": true,
      "quality": {
        "board": "Artificial Analysis Text to Image Arena (AA-Image-T2I v2.1)",
        "value": 976,
        "as_of": "2026-10-15"
      },
      "runs_with": [
        "stable-diffusion-cpp",
        "comfyui",
        "draw-things"
      ],
      "mac_ok": true,
      "speed_note": null,
      "release_date": "2026-05-08",
      "hf": "https://huggingface.co/HiDream-ai/HiDream-O1-Image",
      "best_for": "Strong prompt following, MIT licensed",
      "notes": "Also edits images; a faster distilled Dev variant scores 811.",
      "sources": [
        {
          "url": "https://huggingface.co/HiDream-ai/HiDream-O1-Image",
          "retrieved": "2026-10-15"
        },
        {
          "url": "https://artificialanalysis.ai/text-to-image/arena/leaderboard-text",
          "retrieved": "2026-10-15"
        },
        {
          "url": "https://arena.ai/leaderboard/image/text-to-image",
          "retrieved": "2026-10-15"
        },
        {
          "url": "https://github.com/leejet/stable-diffusion.cpp/blob/master/README.md",
          "retrieved": "2026-10-15"
        },
        {
          "url": "https://github.com/Comfy-Org/ComfyUI/blob/master/comfy/supported_models.py",
          "retrieved": "2026-10-15"
        },
        {
          "url": "https://github.com/drawthingsai/draw-things-community/blob/main/Libraries/ModelZoo/Sources/ModelZoo.swift",
          "retrieved": "2026-10-15"
        }
      ]
    },
    {
      "id": "z-image-turbo",
      "name": "Z-Image Turbo",
      "maker": "Alibaba (Tongyi-MAI)",
      "kind": "image",
      "params_b": 6,
      "memory_gb": 4,
      "license": "Apache-2.0",
      "commercial_ok": true,
      "quality": {
        "board": "Artificial Analysis Text to Image Arena (AA-Image-T2I v2.1)",
        "value": 936,
        "as_of": "2026-10-15"
      },
      "runs_with": [
        "mflux",
        "draw-things",
        "stable-diffusion-cpp",
        "comfyui",
        "diffusers",
        "invokeai"
      ],
      "mac_ok": true,
      "speed_note": "Sub-second on H800 data-center GPUs (maker claim)",
      "release_date": "2025-12-02",
      "hf": "https://huggingface.co/Tongyi-MAI/Z-Image-Turbo",
      "best_for": "Fast photoreal images on modest hardware",
      "notes": "4 GB with low-bit GGUF in stable-diffusion.cpp; maker says full model fits 16 GB.",
      "sources": [
        {
          "url": "https://huggingface.co/Tongyi-MAI/Z-Image-Turbo",
          "retrieved": "2026-10-15"
        },
        {
          "url": "https://github.com/leejet/stable-diffusion.cpp/blob/master/docs/z_image.md",
          "retrieved": "2026-10-15"
        },
        {
          "url": "https://github.com/mflux-community/mflux/blob/main/src/mflux/models/z_image/README.md",
          "retrieved": "2026-10-15"
        },
        {
          "url": "https://artificialanalysis.ai/text-to-image/arena/leaderboard-text",
          "retrieved": "2026-10-15"
        },
        {
          "url": "https://arena.ai/leaderboard/image/text-to-image",
          "retrieved": "2026-10-15"
        },
        {
          "url": "https://github.com/drawthingsai/draw-things-community/blob/main/Libraries/ModelZoo/Sources/ModelZoo.swift",
          "retrieved": "2026-10-15"
        },
        {
          "url": "https://github.com/invoke-ai/InvokeAI/blob/main/invokeai/backend/model_manager/taxonomy.py",
          "retrieved": "2026-10-15"
        }
      ]
    },
    {
      "id": "flux-2-klein-9b",
      "name": "FLUX.2 [klein] 9B",
      "maker": "Black Forest Labs",
      "kind": "image",
      "params_b": 9,
      "memory_gb": 29,
      "license": "FLUX Non-Commercial License",
      "commercial_ok": false,
      "quality": {
        "board": "Artificial Analysis Text to Image Arena (AA-Image-T2I v2.1)",
        "value": 932,
        "as_of": "2026-10-15"
      },
      "runs_with": [
        "mflux",
        "draw-things",
        "stable-diffusion-cpp",
        "comfyui",
        "diffusers",
        "invokeai"
      ],
      "mac_ok": true,
      "speed_note": "Under a second per image on fast GPUs (maker claim)",
      "release_date": "2026-01-15",
      "hf": "https://huggingface.co/black-forest-labs/FLUX.2-klein-9B",
      "best_for": "Fast generation and editing in one model",
      "notes": "29 GB is the maker's full-precision figure; also scores 1012 on AA image editing.",
      "sources": [
        {
          "url": "https://huggingface.co/black-forest-labs/FLUX.2-klein-9B",
          "retrieved": "2026-10-15"
        },
        {
          "url": "https://github.com/mflux-community/mflux/blob/main/src/mflux/models/flux2/README.md",
          "retrieved": "2026-10-15"
        },
        {
          "url": "https://artificialanalysis.ai/text-to-image/arena/leaderboard-text",
          "retrieved": "2026-10-15"
        },
        {
          "url": "https://artificialanalysis.ai/image/leaderboard/editing",
          "retrieved": "2026-10-15"
        },
        {
          "url": "https://github.com/leejet/stable-diffusion.cpp/blob/master/README.md",
          "retrieved": "2026-10-15"
        },
        {
          "url": "https://github.com/drawthingsai/draw-things-community/blob/main/Libraries/ModelZoo/Sources/ModelZoo.swift",
          "retrieved": "2026-10-15"
        },
        {
          "url": "https://github.com/invoke-ai/InvokeAI/blob/main/invokeai/backend/model_manager/taxonomy.py",
          "retrieved": "2026-10-15"
        }
      ]
    },
    {
      "id": "ernie-image-turbo",
      "name": "ERNIE-Image Turbo",
      "maker": "Baidu",
      "kind": "image",
      "params_b": 8,
      "memory_gb": 4,
      "license": "Apache-2.0",
      "commercial_ok": true,
      "quality": {
        "board": "Artificial Analysis Text to Image Arena (AA-Image-T2I v2.1)",
        "value": 914,
        "as_of": "2026-10-15"
      },
      "runs_with": [
        "mflux",
        "draw-things",
        "stable-diffusion-cpp",
        "comfyui",
        "diffusers",
        "invokeai"
      ],
      "mac_ok": true,
      "speed_note": null,
      "release_date": "2026-04-15",
      "hf": "https://huggingface.co/baidu/ERNIE-Image-Turbo",
      "best_for": "Vivid, high-contrast images, Apache licensed",
      "notes": "4 GB with low-bit GGUF in stable-diffusion.cpp; maker says 24 GB GPU for full model.",
      "sources": [
        {
          "url": "https://huggingface.co/baidu/ERNIE-Image-Turbo",
          "retrieved": "2026-10-15"
        },
        {
          "url": "https://github.com/leejet/stable-diffusion.cpp/blob/master/docs/ernie_image.md",
          "retrieved": "2026-10-15"
        },
        {
          "url": "https://github.com/mflux-community/mflux/blob/main/src/mflux/models/ernie_image/README.md",
          "retrieved": "2026-10-15"
        },
        {
          "url": "https://artificialanalysis.ai/text-to-image/arena/leaderboard-text",
          "retrieved": "2026-10-15"
        },
        {
          "url": "https://github.com/drawthingsai/draw-things-community/blob/main/Libraries/ModelZoo/Sources/ModelZoo.swift",
          "retrieved": "2026-10-15"
        },
        {
          "url": "https://github.com/invoke-ai/InvokeAI/blob/main/invokeai/backend/model_manager/taxonomy.py",
          "retrieved": "2026-10-15"
        }
      ]
    },
    {
      "id": "z-image",
      "name": "Z-Image (Base)",
      "maker": "Alibaba (Tongyi-MAI)",
      "kind": "image",
      "params_b": 6,
      "memory_gb": 4,
      "license": "Apache-2.0",
      "commercial_ok": true,
      "quality": {
        "board": "Artificial Analysis Text to Image Arena (AA-Image-T2I v2.1)",
        "value": 890,
        "as_of": "2026-10-15"
      },
      "runs_with": [
        "mflux",
        "draw-things",
        "stable-diffusion-cpp",
        "comfyui",
        "diffusers",
        "invokeai"
      ],
      "mac_ok": true,
      "speed_note": null,
      "release_date": "2026-01-27",
      "hf": "https://huggingface.co/Tongyi-MAI/Z-Image",
      "best_for": "Fine-tuning and LoRA base for Z-Image",
      "notes": "Score is AA's 'Z-Image Base' entry; 4 GB with low-bit GGUF in stable-diffusion.cpp.",
      "sources": [
        {
          "url": "https://huggingface.co/Tongyi-MAI/Z-Image",
          "retrieved": "2026-10-15"
        },
        {
          "url": "https://github.com/leejet/stable-diffusion.cpp/blob/master/docs/z_image.md",
          "retrieved": "2026-10-15"
        },
        {
          "url": "https://github.com/mflux-community/mflux/blob/main/src/mflux/models/z_image/README.md",
          "retrieved": "2026-10-15"
        },
        {
          "url": "https://artificialanalysis.ai/text-to-image/arena/leaderboard-text",
          "retrieved": "2026-10-15"
        },
        {
          "url": "https://github.com/drawthingsai/draw-things-community/blob/main/Libraries/ModelZoo/Sources/ModelZoo.swift",
          "retrieved": "2026-10-15"
        }
      ]
    },
    {
      "id": "glm-image",
      "name": "GLM-Image",
      "maker": "Z.ai",
      "kind": "image",
      "params_b": 16,
      "memory_gb": 23,
      "license": "MIT",
      "commercial_ok": true,
      "quality": {
        "board": "Artificial Analysis Text to Image Arena (AA-Image-T2I v2.1)",
        "value": 887,
        "as_of": "2026-10-15"
      },
      "runs_with": [
        "diffusers"
      ],
      "mac_ok": null,
      "speed_note": null,
      "release_date": "2026-01-13",
      "hf": "https://huggingface.co/zai-org/GLM-Image",
      "best_for": "Accurate text rendering inside images",
      "notes": "9B autoregressive model plus 7B diffusion decoder; 23 GB GPU with CPU offload, and slow.",
      "sources": [
        {
          "url": "https://huggingface.co/zai-org/GLM-Image",
          "retrieved": "2026-10-15"
        },
        {
          "url": "https://artificialanalysis.ai/text-to-image/arena/leaderboard-text",
          "retrieved": "2026-10-15"
        },
        {
          "url": "https://arena.ai/leaderboard/image/text-to-image",
          "retrieved": "2026-10-15"
        }
      ]
    },
    {
      "id": "longcat-image",
      "name": "LongCat-Image",
      "maker": "Meituan",
      "kind": "image",
      "params_b": 6,
      "memory_gb": 17,
      "license": "Apache-2.0",
      "commercial_ok": true,
      "quality": {
        "board": "Artificial Analysis Text to Image Arena (AA-Image-T2I v2.1)",
        "value": 861,
        "as_of": "2026-10-15"
      },
      "runs_with": [
        "stable-diffusion-cpp",
        "comfyui",
        "diffusers"
      ],
      "mac_ok": true,
      "speed_note": null,
      "release_date": "2025-12-05",
      "hf": "https://huggingface.co/meituan-longcat/LongCat-Image",
      "best_for": "Small bilingual model, Apache licensed",
      "notes": "17 GB GPU with CPU offload per the maker; a separate Edit model exists.",
      "sources": [
        {
          "url": "https://huggingface.co/meituan-longcat/LongCat-Image",
          "retrieved": "2026-10-15"
        },
        {
          "url": "https://artificialanalysis.ai/text-to-image/arena/leaderboard-text",
          "retrieved": "2026-10-15"
        },
        {
          "url": "https://github.com/leejet/stable-diffusion.cpp/blob/master/README.md",
          "retrieved": "2026-10-15"
        },
        {
          "url": "https://github.com/Comfy-Org/ComfyUI/blob/master/comfy/supported_models.py",
          "retrieved": "2026-10-15"
        }
      ]
    },
    {
      "id": "fibo",
      "name": "FIBO",
      "maker": "Bria",
      "kind": "image",
      "params_b": 8,
      "memory_gb": null,
      "license": "Bria FIBO (non-commercial)",
      "commercial_ok": false,
      "quality": {
        "board": "Artificial Analysis Text to Image Arena (AA-Image-T2I v2.1)",
        "value": 849,
        "as_of": "2026-10-15"
      },
      "runs_with": [
        "mflux",
        "diffusers"
      ],
      "mac_ok": true,
      "speed_note": null,
      "release_date": "2025-10-30",
      "hf": "https://huggingface.co/briaai/FIBO",
      "best_for": "Precise control through structured JSON prompts",
      "notes": "Trained only on licensed data; commercial use needs a paid Bria license.",
      "sources": [
        {
          "url": "https://huggingface.co/briaai/FIBO",
          "retrieved": "2026-10-15"
        },
        {
          "url": "https://github.com/mflux-community/mflux/blob/main/src/mflux/models/fibo/README.md",
          "retrieved": "2026-10-15"
        },
        {
          "url": "https://artificialanalysis.ai/text-to-image/arena/leaderboard-text",
          "retrieved": "2026-10-15"
        }
      ]
    },
    {
      "id": "flux-2-klein-4b",
      "name": "FLUX.2 [klein] 4B",
      "maker": "Black Forest Labs",
      "kind": "image",
      "params_b": 4,
      "memory_gb": 13,
      "license": "Apache-2.0",
      "commercial_ok": true,
      "quality": {
        "board": "Artificial Analysis Text to Image Arena (AA-Image-T2I v2.1)",
        "value": 840,
        "as_of": "2026-10-15"
      },
      "runs_with": [
        "mflux",
        "draw-things",
        "stable-diffusion-cpp",
        "comfyui",
        "diffusers",
        "invokeai"
      ],
      "mac_ok": true,
      "speed_note": "Under a second per image on fast GPUs (maker claim)",
      "release_date": "2026-01-15",
      "hf": "https://huggingface.co/black-forest-labs/FLUX.2-klein-4B",
      "best_for": "Small, fast, commercial-friendly generation and edits",
      "notes": "13 GB per the maker (RTX 3090/4070 class).",
      "sources": [
        {
          "url": "https://huggingface.co/black-forest-labs/FLUX.2-klein-4B",
          "retrieved": "2026-10-15"
        },
        {
          "url": "https://github.com/mflux-community/mflux/blob/main/src/mflux/models/flux2/README.md",
          "retrieved": "2026-10-15"
        },
        {
          "url": "https://artificialanalysis.ai/text-to-image/arena/leaderboard-text",
          "retrieved": "2026-10-15"
        },
        {
          "url": "https://arena.ai/leaderboard/image/text-to-image",
          "retrieved": "2026-10-15"
        },
        {
          "url": "https://github.com/drawthingsai/draw-things-community/blob/main/Libraries/ModelZoo/Sources/ModelZoo.swift",
          "retrieved": "2026-10-15"
        },
        {
          "url": "https://github.com/invoke-ai/InvokeAI/blob/main/invokeai/backend/model_manager/taxonomy.py",
          "retrieved": "2026-10-15"
        }
      ]
    },
    {
      "id": "flux-1-krea-dev",
      "name": "FLUX.1 Krea [dev]",
      "maker": "Black Forest Labs and Krea",
      "kind": "image",
      "params_b": 12,
      "memory_gb": null,
      "license": "FLUX.1 [dev] Non-Commercial License",
      "commercial_ok": false,
      "quality": {
        "board": "Artificial Analysis Text to Image Arena (AA-Image-T2I v2.1)",
        "value": 829,
        "as_of": "2026-10-15"
      },
      "runs_with": [
        "mflux",
        "comfyui",
        "diffusers"
      ],
      "mac_ok": true,
      "speed_note": null,
      "release_date": "2025-07-31",
      "hf": "https://huggingface.co/black-forest-labs/FLUX.1-Krea-dev",
      "best_for": "Photorealism with a less 'AI' look",
      "notes": null,
      "sources": [
        {
          "url": "https://huggingface.co/black-forest-labs/FLUX.1-Krea-dev",
          "retrieved": "2026-10-15"
        },
        {
          "url": "https://github.com/mflux-community/mflux/blob/main/src/mflux/models/flux/README.md",
          "retrieved": "2026-10-15"
        },
        {
          "url": "https://artificialanalysis.ai/text-to-image/arena/leaderboard-text",
          "retrieved": "2026-10-15"
        }
      ]
    },
    {
      "id": "flux-1-dev",
      "name": "FLUX.1 [dev]",
      "maker": "Black Forest Labs",
      "kind": "image",
      "params_b": 12,
      "memory_gb": 6,
      "license": "FLUX.1 [dev] Non-Commercial License",
      "commercial_ok": false,
      "quality": {
        "board": "Artificial Analysis Text to Image Arena (AA-Image-T2I v2.1)",
        "value": 796,
        "as_of": "2026-10-15"
      },
      "runs_with": [
        "mflux",
        "draw-things",
        "stable-diffusion-cpp",
        "comfyui",
        "diffusers",
        "invokeai"
      ],
      "mac_ok": true,
      "speed_note": null,
      "release_date": "2024-08-01",
      "hf": "https://huggingface.co/black-forest-labs/FLUX.1-dev",
      "best_for": "Legacy workhorse with very wide tool support",
      "notes": "6 GB with a 4-bit GGUF in stable-diffusion.cpp.",
      "sources": [
        {
          "url": "https://huggingface.co/black-forest-labs/FLUX.1-dev",
          "retrieved": "2026-10-15"
        },
        {
          "url": "https://github.com/leejet/stable-diffusion.cpp/blob/master/docs/flux.md",
          "retrieved": "2026-10-15"
        },
        {
          "url": "https://github.com/mflux-community/mflux/blob/main/src/mflux/models/flux/README.md",
          "retrieved": "2026-10-15"
        },
        {
          "url": "https://artificialanalysis.ai/text-to-image/arena/leaderboard-text",
          "retrieved": "2026-10-15"
        },
        {
          "url": "https://arena.ai/leaderboard/image/text-to-image",
          "retrieved": "2026-10-15"
        },
        {
          "url": "https://github.com/invoke-ai/InvokeAI/blob/main/invokeai/backend/model_manager/taxonomy.py",
          "retrieved": "2026-10-15"
        }
      ]
    },
    {
      "id": "flux-1-schnell",
      "name": "FLUX.1 [schnell]",
      "maker": "Black Forest Labs",
      "kind": "image",
      "params_b": 12,
      "memory_gb": 6,
      "license": "Apache-2.0",
      "commercial_ok": true,
      "quality": {
        "board": "Artificial Analysis Text to Image Arena (AA-Image-T2I v2.1)",
        "value": 744,
        "as_of": "2026-10-15"
      },
      "runs_with": [
        "mflux",
        "draw-things",
        "stable-diffusion-cpp",
        "comfyui",
        "diffusers",
        "invokeai"
      ],
      "mac_ok": true,
      "speed_note": null,
      "release_date": "2024-08-02",
      "hf": "https://huggingface.co/black-forest-labs/FLUX.1-schnell",
      "best_for": "Fast, Apache-licensed legacy FLUX",
      "notes": "6 GB with a 4-bit GGUF in stable-diffusion.cpp.",
      "sources": [
        {
          "url": "https://huggingface.co/black-forest-labs/FLUX.1-schnell",
          "retrieved": "2026-10-15"
        },
        {
          "url": "https://github.com/leejet/stable-diffusion.cpp/blob/master/docs/flux.md",
          "retrieved": "2026-10-15"
        },
        {
          "url": "https://artificialanalysis.ai/text-to-image/arena/leaderboard-text",
          "retrieved": "2026-10-15"
        },
        {
          "url": "https://github.com/drawthingsai/draw-things-community/blob/main/Libraries/ModelZoo/Sources/ModelZoo.swift",
          "retrieved": "2026-10-15"
        },
        {
          "url": "https://github.com/invoke-ai/InvokeAI/blob/main/invokeai/backend/model_manager/taxonomy.py",
          "retrieved": "2026-10-15"
        }
      ]
    },
    {
      "id": "qwen-image-2512",
      "name": "Qwen-Image 2512",
      "maker": "Alibaba (Qwen)",
      "kind": "image",
      "params_b": 20,
      "memory_gb": null,
      "license": "Apache-2.0",
      "commercial_ok": true,
      "quality": {
        "board": "LMArena Text-to-Image Arena",
        "value": 1125,
        "as_of": "2026-10-15"
      },
      "runs_with": [
        "mflux",
        "draw-things",
        "comfyui",
        "diffusers"
      ],
      "mac_ok": true,
      "speed_note": null,
      "release_date": "2025-12-30",
      "hf": "https://huggingface.co/Qwen/Qwen-Image-2512",
      "best_for": "Realistic people, commercial-friendly license",
      "notes": "Large: about 58 GB of full-precision weights (mflux); release date is the Hugging Face upload date.",
      "sources": [
        {
          "url": "https://huggingface.co/Qwen/Qwen-Image-2512",
          "retrieved": "2026-10-15"
        },
        {
          "url": "https://github.com/mflux-community/mflux/blob/main/src/mflux/models/qwen/README.md",
          "retrieved": "2026-10-15"
        },
        {
          "url": "https://arena.ai/leaderboard/image/text-to-image",
          "retrieved": "2026-10-15"
        },
        {
          "url": "https://github.com/drawthingsai/draw-things-community/blob/main/Libraries/ModelZoo/Sources/ModelZoo.swift",
          "retrieved": "2026-10-15"
        }
      ]
    },
    {
      "id": "krea-2-turbo",
      "name": "Krea 2 Turbo",
      "maker": "Krea",
      "kind": "image",
      "params_b": 12,
      "memory_gb": null,
      "license": "Krea 2 Community License",
      "commercial_ok": true,
      "quality": {
        "board": "LMArena Text-to-Image Arena",
        "value": 1113,
        "as_of": "2026-10-15"
      },
      "runs_with": [
        "mflux",
        "draw-things",
        "stable-diffusion-cpp",
        "comfyui",
        "diffusers",
        "invokeai"
      ],
      "mac_ok": true,
      "speed_note": null,
      "release_date": "2026-06-22",
      "hf": "https://huggingface.co/krea/Krea-2-Turbo",
      "best_for": "Wide range of creative styles",
      "notes": "Commercial use only for companies under $1M yearly revenue; about 33 GB download (mflux).",
      "sources": [
        {
          "url": "https://huggingface.co/krea/Krea-2-Turbo",
          "retrieved": "2026-10-15"
        },
        {
          "url": "https://krea.ai/krea-2-licensing",
          "retrieved": "2026-10-15"
        },
        {
          "url": "https://github.com/mflux-community/mflux/blob/main/src/mflux/models/krea2/README.md",
          "retrieved": "2026-10-15"
        },
        {
          "url": "https://arena.ai/leaderboard/image/text-to-image",
          "retrieved": "2026-10-15"
        },
        {
          "url": "https://github.com/leejet/stable-diffusion.cpp/blob/master/README.md",
          "retrieved": "2026-10-15"
        },
        {
          "url": "https://github.com/drawthingsai/draw-things-community/blob/main/Libraries/ModelZoo/Sources/ModelZoo.swift",
          "retrieved": "2026-10-15"
        },
        {
          "url": "https://github.com/invoke-ai/InvokeAI/blob/main/invokeai/backend/model_manager/taxonomy.py",
          "retrieved": "2026-10-15"
        }
      ]
    },
    {
      "id": "qwen-image-2-1-turbo",
      "name": "Qwen-Image 2.1 Turbo",
      "maker": "Alibaba (Qwen)",
      "kind": "image",
      "params_b": 7,
      "memory_gb": null,
      "license": "Qwen Research License",
      "commercial_ok": false,
      "quality": null,
      "runs_with": [
        "mflux",
        "stable-diffusion-cpp",
        "diffusers"
      ],
      "mac_ok": true,
      "speed_note": null,
      "release_date": "2026-10-09",
      "hf": "https://huggingface.co/Qwen/Qwen-Image-2.1-Turbo",
      "best_for": "Faster 8-step Qwen-Image 2.1",
      "notes": "Same 7B architecture as Qwen-Image 2.1 in 8 steps instead of 40; release date is the Hugging Face upload date. Files are about 32 GB in BF16 (14.2 GB picture model, 17.5 GB text encoder, 0.7 GB VAE) per mflux; an 8-bit save is 17 GB. The model card's setup guide is for NVIDIA CUDA. Research license: no commercial use.",
      "sources": [
        {
          "url": "https://huggingface.co/Qwen/Qwen-Image-2.1-Turbo",
          "retrieved": "2026-10-16"
        },
        {
          "url": "https://github.com/mflux-community/mflux/blob/main/src/mflux/models/qwen21/README.md",
          "retrieved": "2026-10-16"
        },
        {
          "url": "https://github.com/leejet/stable-diffusion.cpp/blob/master/docs/qwen_image_2.1.md",
          "retrieved": "2026-10-15"
        },
        {
          "url": "https://huggingface.co/Qwen/Qwen-Image-2.1-Turbo/blob/main/LICENSE",
          "retrieved": "2026-10-16"
        },
        {
          "url": "https://github.com/QwenLM/Qwen-Image-2.1",
          "retrieved": "2026-10-16"
        }
      ]
    },
    {
      "id": "flux-3-image-klein",
      "name": "FLUX.3 Image [klein]",
      "maker": "Black Forest Labs",
      "kind": "image",
      "params_b": 5.6,
      "memory_gb": 25,
      "license": "FLUX Kommunity License",
      "commercial_ok": true,
      "quality": null,
      "runs_with": [
        "stable-diffusion-cpp",
        "comfyui",
        "diffusers"
      ],
      "mac_ok": true,
      "speed_note": "BFL: about 4 s per 1MP image on an RTX 5090 and under 9 s on an RTX 4070 (distilled, INT8, ComfyUI). No Mac speed published.",
      "release_date": "2026-10-13",
      "hf": "https://huggingface.co/black-forest-labs/flux-3-image-klein",
      "best_for": "Small FLUX for making and editing pictures, up to 10 reference images",
      "notes": "25 GB is maker's NVFP4 peak without prompt upsampler. BFL blog: generator weights alone are 11.2 GB in BF16 and 5.6 GB in FP8, text encoders not counted. Base model for fine-tuning plus a faster distilled model. Free commercial use only under $5M yearly revenue. Diffusers card says use \"mps\" on Apple devices.",
      "sources": [
        {
          "url": "https://huggingface.co/black-forest-labs/flux-3-image-klein",
          "retrieved": "2026-10-15"
        },
        {
          "url": "https://github.com/leejet/stable-diffusion.cpp/blob/master/README.md",
          "retrieved": "2026-10-15"
        },
        {
          "url": "https://github.com/Comfy-Org/ComfyUI/blob/master/comfy/supported_models.py",
          "retrieved": "2026-10-15"
        },
        {
          "url": "https://bfl.ai/blog/flux-3-image-klein",
          "retrieved": "2026-10-16"
        }
      ]
    },
    {
      "id": "sdxl",
      "name": "Stable Diffusion XL 1.0",
      "maker": "Stability AI",
      "kind": "image",
      "params_b": 2.6,
      "memory_gb": 8,
      "license": "CreativeML OpenRAIL++-M",
      "commercial_ok": true,
      "quality": null,
      "runs_with": [
        "draw-things",
        "comfyui",
        "diffusers",
        "invokeai",
        "fooocus",
        "stable-diffusion-webui",
        "stable-diffusion-cpp",
        "core-ml-stable-diffusion"
      ],
      "mac_ok": true,
      "speed_note": null,
      "release_date": "2023-07-25",
      "hf": "https://huggingface.co/stabilityai/stable-diffusion-xl-base-1.0",
      "best_for": "Low-memory machines and huge community model library",
      "notes": "Older and weaker than the models above; release date is the Hugging Face upload date.",
      "sources": [
        {
          "url": "https://huggingface.co/stabilityai/stable-diffusion-xl-base-1.0",
          "retrieved": "2026-10-15"
        },
        {
          "url": "https://jarvislabs.ai/ai-faqs/best-gpu-for-stable-diffusion",
          "retrieved": "2026-10-15"
        },
        {
          "url": "https://github.com/apple-aiml-research/ml-stable-diffusion",
          "retrieved": "2026-10-15"
        },
        {
          "url": "https://github.com/lllyasviel/Fooocus",
          "retrieved": "2026-10-15"
        },
        {
          "url": "https://github.com/leejet/stable-diffusion.cpp/blob/master/README.md",
          "retrieved": "2026-10-15"
        },
        {
          "url": "https://github.com/drawthingsai/draw-things-community/blob/main/Libraries/ModelZoo/Sources/ModelZoo.swift",
          "retrieved": "2026-10-15"
        }
      ]
    },
    {
      "id": "qwen-image-edit-2511",
      "name": "Qwen-Image-Edit 2511",
      "maker": "Alibaba (Qwen)",
      "kind": "edit",
      "params_b": 20,
      "memory_gb": null,
      "license": "Apache-2.0",
      "commercial_ok": true,
      "quality": {
        "board": "Artificial Analysis Image Editing Arena (AA-Image-Editing v2.1)",
        "value": 985,
        "as_of": "2026-10-15"
      },
      "runs_with": [
        "mflux",
        "draw-things",
        "stable-diffusion-cpp",
        "comfyui",
        "diffusers",
        "invokeai"
      ],
      "mac_ok": true,
      "speed_note": null,
      "release_date": "2025-12-17",
      "hf": "https://huggingface.co/Qwen/Qwen-Image-Edit-2511",
      "best_for": "Text-instructed edits keeping people consistent",
      "notes": "About 58 GB full-precision download (mflux); release date is the Hugging Face upload date.",
      "sources": [
        {
          "url": "https://huggingface.co/Qwen/Qwen-Image-Edit-2511",
          "retrieved": "2026-10-15"
        },
        {
          "url": "https://github.com/mflux-community/mflux/blob/main/src/mflux/models/qwen/README.md",
          "retrieved": "2026-10-15"
        },
        {
          "url": "https://artificialanalysis.ai/image/leaderboard/editing",
          "retrieved": "2026-10-15"
        },
        {
          "url": "https://github.com/leejet/stable-diffusion.cpp/blob/master/README.md",
          "retrieved": "2026-10-15"
        },
        {
          "url": "https://github.com/drawthingsai/draw-things-community/blob/main/Libraries/ModelZoo/Sources/ModelZoo.swift",
          "retrieved": "2026-10-15"
        },
        {
          "url": "https://github.com/invoke-ai/InvokeAI/blob/main/invokeai/backend/model_manager/taxonomy.py",
          "retrieved": "2026-10-15"
        }
      ]
    },
    {
      "id": "fibo-edit",
      "name": "FIBO Edit",
      "maker": "Bria",
      "kind": "edit",
      "params_b": 8,
      "memory_gb": null,
      "license": "Bria FIBO Edit (non-commercial)",
      "commercial_ok": false,
      "quality": {
        "board": "Artificial Analysis Image Editing Arena (AA-Image-Editing v2.1)",
        "value": 914,
        "as_of": "2026-10-15"
      },
      "runs_with": [
        "mflux"
      ],
      "mac_ok": true,
      "speed_note": null,
      "release_date": "2026-01-20",
      "hf": "https://huggingface.co/briaai/Fibo-Edit",
      "best_for": "Controlled edits from text instructions",
      "notes": "Commercial use needs a paid Bria license.",
      "sources": [
        {
          "url": "https://huggingface.co/briaai/Fibo-Edit",
          "retrieved": "2026-10-15"
        },
        {
          "url": "https://github.com/mflux-community/mflux/blob/main/src/mflux/models/fibo/README.md",
          "retrieved": "2026-10-15"
        },
        {
          "url": "https://artificialanalysis.ai/image/leaderboard/editing",
          "retrieved": "2026-10-15"
        }
      ]
    },
    {
      "id": "flux-1-kontext-dev",
      "name": "FLUX.1 Kontext [dev]",
      "maker": "Black Forest Labs",
      "kind": "edit",
      "params_b": 12,
      "memory_gb": 6,
      "license": "FLUX.1 [dev] Non-Commercial License",
      "commercial_ok": false,
      "quality": {
        "board": "Artificial Analysis Image Editing Arena (AA-Image-Editing v2.1)",
        "value": 891,
        "as_of": "2026-10-15"
      },
      "runs_with": [
        "mflux",
        "stable-diffusion-cpp",
        "comfyui",
        "diffusers"
      ],
      "mac_ok": true,
      "speed_note": null,
      "release_date": "2025-06-26",
      "hf": "https://huggingface.co/black-forest-labs/FLUX.1-Kontext-dev",
      "best_for": "Simple text-instructed edits, wide tool support",
      "notes": "6 GB with a quantized GGUF in stable-diffusion.cpp.",
      "sources": [
        {
          "url": "https://huggingface.co/black-forest-labs/FLUX.1-Kontext-dev",
          "retrieved": "2026-10-15"
        },
        {
          "url": "https://github.com/leejet/stable-diffusion.cpp/blob/master/docs/kontext.md",
          "retrieved": "2026-10-15"
        },
        {
          "url": "https://github.com/mflux-community/mflux/blob/main/src/mflux/models/flux/README.md",
          "retrieved": "2026-10-15"
        },
        {
          "url": "https://artificialanalysis.ai/image/leaderboard/editing",
          "retrieved": "2026-10-15"
        }
      ]
    },
    {
      "id": "minimax-h3",
      "name": "MiniMax H3",
      "maker": "MiniMax",
      "kind": "video",
      "params_b": 33,
      "memory_gb": 42.5,
      "license": "MiniMax H3 Community License",
      "commercial_ok": true,
      "quality": {
        "board": "Artificial Analysis Image to Video Arena, silent (AA-Video-I2V-Silent v1.0)",
        "value": 1356,
        "as_of": "2026-10-15"
      },
      "runs_with": [
        "comfyui",
        "stable-diffusion-cpp",
        "draw-things",
        "invokeai"
      ],
      "mac_ok": true,
      "speed_note": null,
      "release_date": "2026-08-03",
      "hf": "https://huggingface.co/MiniMaxAI/MiniMax-H3",
      "best_for": "Best open video, with native stereo audio",
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        {
          "url": "https://artificialanalysis.ai/video/leaderboard/image-to-video",
          "retrieved": "2026-10-15"
        },
        {
          "url": "https://artificialanalysis.ai/video/leaderboard/text-to-video",
          "retrieved": "2026-10-15"
        },
        {
          "url": "https://github.com/leejet/stable-diffusion.cpp/blob/master/README.md",
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          "url": "https://github.com/drawthingsai/draw-things-community/blob/main/Libraries/ModelZoo/Sources/ModelZoo.swift",
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        },
        {
          "url": "https://github.com/invoke-ai/InvokeAI/blob/main/invokeai/backend/model_manager/taxonomy.py",
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    },
    {
      "id": "ltx-2-5",
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      "params_b": 22,
      "memory_gb": null,
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      "commercial_ok": true,
      "quality": {
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        "comfyui",
        "stable-diffusion-cpp",
        "diffusers",
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          "url": "https://artificialanalysis.ai/video/leaderboard/text-to-video",
          "retrieved": "2026-10-15"
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        {
          "url": "https://github.com/leejet/stable-diffusion.cpp/blob/master/README.md",
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        {
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    {
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      "params_b": 22,
      "memory_gb": null,
      "license": "LTX-2.x Community License",
      "commercial_ok": true,
      "quality": {
        "board": "Artificial Analysis Image to Video Arena, silent (AA-Video-I2V-Silent v1.0)",
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        "as_of": "2026-10-15"
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      "runs_with": [
        "comfyui",
        "stable-diffusion-cpp",
        "draw-things",
        "diffusers"
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      "mac_ok": true,
      "speed_note": null,
      "release_date": "2026-03-05",
      "hf": "https://huggingface.co/Lightricks/LTX-2.3",
      "best_for": "Video with audio, built into Draw Things",
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      "sources": [
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        {
          "url": "https://github.com/Lightricks/LTX-2/blob/main/LICENSE-2_x",
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        },
        {
          "url": "https://artificialanalysis.ai/video/leaderboard/image-to-video",
          "retrieved": "2026-10-15"
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        {
          "url": "https://github.com/leejet/stable-diffusion.cpp/blob/master/README.md",
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          "retrieved": "2026-10-15"
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    {
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      "params_b": 8.3,
      "memory_gb": 14,
      "license": "Tencent Hunyuan Community License",
      "commercial_ok": true,
      "quality": {
        "board": "Artificial Analysis Image to Video Arena, silent (AA-Video-I2V-Silent v1.0)",
        "value": 1134,
        "as_of": "2026-10-15"
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      "runs_with": [
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        "stable-diffusion-cpp",
        "diffusers"
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      "mac_ok": true,
      "speed_note": null,
      "release_date": "2025-11-20",
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        {
          "url": "https://huggingface.co/tencent/HunyuanVideo-1.5/blob/main/LICENSE",
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        {
          "url": "https://artificialanalysis.ai/video/leaderboard/image-to-video",
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        {
          "url": "https://github.com/leejet/stable-diffusion.cpp/blob/master/README.md",
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          "url": "https://github.com/Comfy-Org/ComfyUI/blob/master/comfy/supported_models.py",
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      "memory_gb": 80,
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      "runs_with": [
        "comfyui",
        "draw-things",
        "stable-diffusion-cpp",
        "diffusers"
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      "mac_ok": true,
      "speed_note": null,
      "release_date": "2025-07-28",
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        {
          "url": "https://artificialanalysis.ai/video/leaderboard/image-to-video",
          "retrieved": "2026-10-15"
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          "url": "https://github.com/leejet/stable-diffusion.cpp/blob/master/docs/wan.md",
          "retrieved": "2026-10-15"
        },
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    {
      "id": "wan-2-2-ti2v-5b",
      "name": "Wan 2.2 TI2V 5B",
      "maker": "Alibaba (Wan)",
      "kind": "video",
      "params_b": 5,
      "memory_gb": 24,
      "license": "Apache-2.0",
      "commercial_ok": true,
      "quality": {
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      "mac_ok": true,
      "speed_note": null,
      "release_date": "2025-07-28",
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      "sources": [
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        {
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        },
        {
          "url": "https://github.com/leejet/stable-diffusion.cpp/blob/master/docs/wan.md",
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}