{
  "version": 1,
  "lastUpdated": "2026-07-22",
  "source": "https://openviglet.github.io/model-catalog",
  "disclaimer": "Derived from the catalog's indicative/cited figures — a reference only, verify at the source. Each board reports its population (models with the metric) over its total.",
  "leaderboards": [
    {
      "id": "cheapest-chat",
      "label": "Lowest price chat",
      "metric": "pricing.inputPer1M",
      "unit": "$ / 1M in",
      "order": "asc",
      "total": 188,
      "population": 169,
      "entries": [
        {
          "vendor": "groq",
          "id": "llama-3.1-8b-instant",
          "label": "Llama 3.1 8B Instant",
          "kind": "CHAT",
          "value": 0.05
        },
        {
          "vendor": "openai",
          "id": "gpt-5-nano",
          "label": "gpt-5-nano",
          "kind": "CHAT",
          "value": 0.05
        },
        {
          "vendor": "openai",
          "id": "gpt-5-nano-2025-08-07",
          "label": "gpt-5-nano-2025-08-07",
          "kind": "CHAT",
          "value": 0.05
        },
        {
          "vendor": "qwen",
          "id": "qwen-turbo",
          "label": "Qwen-Turbo",
          "kind": "CHAT",
          "value": 0.05
        },
        {
          "vendor": "mistral",
          "id": "mistral-small-latest",
          "label": "Mistral Small",
          "kind": "CHAT",
          "value": 0.06
        },
        {
          "vendor": "gemini",
          "id": "gemini-1.5-flash",
          "label": "Gemini 1.5 Flash",
          "kind": "CHAT",
          "value": 0.075
        },
        {
          "vendor": "gemini",
          "id": "gemini-2.0-flash-lite",
          "label": "Gemini 2.0 Flash-Lite",
          "kind": "CHAT",
          "value": 0.075
        },
        {
          "vendor": "groq",
          "id": "openai/gpt-oss-20b",
          "label": "GPT-OSS 20B",
          "kind": "CHAT",
          "value": 0.075
        },
        {
          "vendor": "cerebras",
          "id": "llama3.1-8b",
          "label": "Llama 3.1 8B",
          "kind": "CHAT",
          "value": 0.1
        },
        {
          "vendor": "gemini",
          "id": "gemini-2.0-flash",
          "label": "Gemini 2.0 Flash",
          "kind": "CHAT",
          "value": 0.1
        }
      ]
    },
    {
      "id": "cheapest-embedding",
      "label": "Lowest price embedding",
      "metric": "pricing.inputPer1M",
      "unit": "$ / 1M in",
      "order": "asc",
      "total": 16,
      "population": 14,
      "entries": [
        {
          "vendor": "bedrock",
          "id": "amazon.titan-embed-text-v2:0",
          "label": "Titan Text Embeddings v2",
          "kind": "EMBEDDING",
          "value": 0.02
        },
        {
          "vendor": "openai",
          "id": "text-embedding-3-small",
          "label": "text-embedding-3-small",
          "kind": "EMBEDDING",
          "value": 0.02
        },
        {
          "vendor": "voyage",
          "id": "voyage-3-lite",
          "label": "voyage-3-lite",
          "kind": "EMBEDDING",
          "value": 0.02
        },
        {
          "vendor": "voyage",
          "id": "voyage-3",
          "label": "voyage-3",
          "kind": "EMBEDDING",
          "value": 0.06
        },
        {
          "vendor": "cohere",
          "id": "embed-multilingual-v3.0",
          "label": "Embed Multilingual v3",
          "kind": "EMBEDDING",
          "value": 0.1
        },
        {
          "vendor": "mistral",
          "id": "mistral-embed",
          "label": "Mistral Embed",
          "kind": "EMBEDDING",
          "value": 0.1
        },
        {
          "vendor": "openai",
          "id": "text-embedding-ada-002",
          "label": "text-embedding-ada-002",
          "kind": "EMBEDDING",
          "value": 0.1
        },
        {
          "vendor": "vertex-ai",
          "id": "text-embedding-005",
          "label": "text-embedding-005",
          "kind": "EMBEDDING",
          "value": 0.1
        },
        {
          "vendor": "cohere",
          "id": "embed-v4.0",
          "label": "Embed v4",
          "kind": "EMBEDDING",
          "value": 0.12
        },
        {
          "vendor": "voyage",
          "id": "voyage-multimodal-3",
          "label": "voyage-multimodal-3",
          "kind": "EMBEDDING",
          "value": 0.12
        }
      ]
    },
    {
      "id": "cheapest-rerank",
      "label": "Lowest price rerank",
      "metric": "pricing.inputPer1M",
      "unit": "$ / 1M in",
      "order": "asc",
      "total": 3,
      "population": 2,
      "entries": [
        {
          "vendor": "voyage",
          "id": "rerank-2-lite",
          "label": "rerank-2-lite",
          "kind": "RERANK",
          "value": 0.02
        },
        {
          "vendor": "voyage",
          "id": "rerank-2",
          "label": "rerank-2",
          "kind": "RERANK",
          "value": 0.05
        }
      ]
    },
    {
      "id": "cheapest-image",
      "label": "Lowest price image",
      "metric": "pricing.inputPer1M",
      "unit": "$ / 1M in",
      "order": "asc",
      "total": 6,
      "population": 6,
      "entries": [
        {
          "vendor": "openai",
          "id": "gpt-image-1-mini",
          "label": "gpt-image-1-mini",
          "kind": "IMAGE",
          "value": 2
        },
        {
          "vendor": "openai",
          "id": "chatgpt-image-latest",
          "label": "chatgpt-image-latest",
          "kind": "IMAGE",
          "value": 5
        },
        {
          "vendor": "openai",
          "id": "gpt-image-1",
          "label": "gpt-image-1",
          "kind": "IMAGE",
          "value": 5
        },
        {
          "vendor": "openai",
          "id": "gpt-image-1.5",
          "label": "gpt-image-1.5",
          "kind": "IMAGE",
          "value": 5
        },
        {
          "vendor": "openai",
          "id": "gpt-image-2",
          "label": "gpt-image-2",
          "kind": "IMAGE",
          "value": 5
        },
        {
          "vendor": "openai",
          "id": "gpt-image-2-2026-04-21",
          "label": "gpt-image-2-2026-04-21",
          "kind": "IMAGE",
          "value": 5
        }
      ]
    },
    {
      "id": "cheapest-transcription",
      "label": "Lowest price transcription",
      "metric": "pricing.inputPer1M",
      "unit": "$ / 1M in",
      "order": "asc",
      "total": 7,
      "population": 5,
      "entries": [
        {
          "vendor": "openai",
          "id": "gpt-4o-mini-transcribe",
          "label": "gpt-4o-mini-transcribe",
          "kind": "TRANSCRIPTION",
          "value": 1.25
        },
        {
          "vendor": "openai",
          "id": "gpt-4o-mini-transcribe-2025-03-20",
          "label": "gpt-4o-mini-transcribe-2025-03-20",
          "kind": "TRANSCRIPTION",
          "value": 1.25
        },
        {
          "vendor": "openai",
          "id": "gpt-4o-mini-transcribe-2025-12-15",
          "label": "gpt-4o-mini-transcribe-2025-12-15",
          "kind": "TRANSCRIPTION",
          "value": 1.25
        },
        {
          "vendor": "openai",
          "id": "gpt-4o-transcribe",
          "label": "gpt-4o-transcribe",
          "kind": "TRANSCRIPTION",
          "value": 2.5
        },
        {
          "vendor": "openai",
          "id": "gpt-4o-transcribe-diarize",
          "label": "gpt-4o-transcribe-diarize",
          "kind": "TRANSCRIPTION",
          "value": 2.5
        }
      ]
    },
    {
      "id": "cheapest-speech",
      "label": "Lowest price speech",
      "metric": "pricing.inputPer1M",
      "unit": "$ / 1M in",
      "order": "asc",
      "total": 22,
      "population": 17,
      "entries": [
        {
          "vendor": "openai",
          "id": "gpt-audio-mini",
          "label": "gpt-audio-mini",
          "kind": "SPEECH",
          "value": 0.6
        },
        {
          "vendor": "openai",
          "id": "gpt-audio-mini-2025-10-06",
          "label": "gpt-audio-mini-2025-10-06",
          "kind": "SPEECH",
          "value": 0.6
        },
        {
          "vendor": "openai",
          "id": "gpt-audio-mini-2025-12-15",
          "label": "gpt-audio-mini-2025-12-15",
          "kind": "SPEECH",
          "value": 0.6
        },
        {
          "vendor": "openai",
          "id": "gpt-realtime-2.1-mini",
          "label": "gpt-realtime-2.1-mini",
          "kind": "SPEECH",
          "value": 0.6
        },
        {
          "vendor": "openai",
          "id": "gpt-realtime-mini",
          "label": "gpt-realtime-mini",
          "kind": "SPEECH",
          "value": 0.6
        },
        {
          "vendor": "openai",
          "id": "gpt-realtime-mini-2025-10-06",
          "label": "gpt-realtime-mini-2025-10-06",
          "kind": "SPEECH",
          "value": 0.6
        },
        {
          "vendor": "openai",
          "id": "gpt-realtime-mini-2025-12-15",
          "label": "gpt-realtime-mini-2025-12-15",
          "kind": "SPEECH",
          "value": 0.6
        },
        {
          "vendor": "openai",
          "id": "gpt-4o-mini-tts",
          "label": "gpt-4o-mini-tts",
          "kind": "SPEECH",
          "value": 2.5
        },
        {
          "vendor": "openai",
          "id": "gpt-4o-mini-tts-2025-03-20",
          "label": "gpt-4o-mini-tts-2025-03-20",
          "kind": "SPEECH",
          "value": 2.5
        },
        {
          "vendor": "openai",
          "id": "gpt-4o-mini-tts-2025-12-15",
          "label": "gpt-4o-mini-tts-2025-12-15",
          "kind": "SPEECH",
          "value": 2.5
        }
      ]
    },
    {
      "id": "intelligence-per-dollar",
      "label": "Best intelligence per $",
      "metric": "benchmarks.intelligenceIndex / pricing.inputPer1M",
      "unit": "index pts per $/1M in",
      "order": "desc",
      "total": 246,
      "population": 65,
      "entries": [
        {
          "vendor": "openai",
          "id": "gpt-5-nano",
          "label": "gpt-5-nano",
          "kind": "CHAT",
          "value": 398
        },
        {
          "vendor": "groq",
          "id": "openai/gpt-oss-20b",
          "label": "GPT-OSS 20B",
          "kind": "CHAT",
          "value": 198.6667
        },
        {
          "vendor": "openai",
          "id": "gpt-5.4-nano",
          "label": "gpt-5.4-nano",
          "kind": "CHAT",
          "value": 191
        },
        {
          "vendor": "minimax",
          "id": "MiniMax-M3",
          "label": "MiniMax M3",
          "kind": "CHAT",
          "value": 148
        },
        {
          "vendor": "qwen",
          "id": "qwen-turbo",
          "label": "Qwen-Turbo",
          "kind": "CHAT",
          "value": 126
        },
        {
          "vendor": "gemini",
          "id": "gemini-2.0-flash",
          "label": "Gemini 2.0 Flash",
          "kind": "CHAT",
          "value": 123
        },
        {
          "vendor": "openai",
          "id": "gpt-5.1-codex-mini",
          "label": "gpt-5.1-codex-mini",
          "kind": "CHAT",
          "value": 122.4
        },
        {
          "vendor": "gemini",
          "id": "gemini-2.0-flash-lite",
          "label": "Gemini 2.0 Flash-Lite",
          "kind": "CHAT",
          "value": 117.3333
        },
        {
          "vendor": "xai",
          "id": "grok-code-fast-1",
          "label": "Grok Code Fast 1",
          "kind": "CHAT",
          "value": 108
        },
        {
          "vendor": "gemini",
          "id": "gemini-1.5-flash",
          "label": "Gemini 1.5 Flash",
          "kind": "CHAT",
          "value": 106.6667
        }
      ]
    },
    {
      "id": "biggest-context",
      "label": "Biggest context window",
      "metric": "contextWindow",
      "unit": "tokens",
      "order": "desc",
      "total": 246,
      "population": 215,
      "entries": [
        {
          "vendor": "gemini",
          "id": "gemini-1.5-pro",
          "label": "Gemini 1.5 Pro",
          "kind": "CHAT",
          "value": 2097152
        },
        {
          "vendor": "gemini-openai",
          "id": "gemini-1.5-pro",
          "label": "Gemini 1.5 Pro",
          "kind": "CHAT",
          "value": 2097152
        },
        {
          "vendor": "vertex-ai",
          "id": "gemini-1.5-pro",
          "label": "Gemini 1.5 Pro",
          "kind": "CHAT",
          "value": 2097152
        },
        {
          "vendor": "openai",
          "id": "gpt-5.4",
          "label": "gpt-5.4",
          "kind": "CHAT",
          "value": 1050000
        },
        {
          "vendor": "openai",
          "id": "gpt-5.4-2026-03-05",
          "label": "gpt-5.4-2026-03-05",
          "kind": "CHAT",
          "value": 1050000
        },
        {
          "vendor": "openai",
          "id": "gpt-5.4-mini",
          "label": "gpt-5.4-mini",
          "kind": "CHAT",
          "value": 1050000
        },
        {
          "vendor": "openai",
          "id": "gpt-5.4-mini-2026-03-17",
          "label": "gpt-5.4-mini-2026-03-17",
          "kind": "CHAT",
          "value": 1050000
        },
        {
          "vendor": "openai",
          "id": "gpt-5.4-nano",
          "label": "gpt-5.4-nano",
          "kind": "CHAT",
          "value": 1050000
        },
        {
          "vendor": "openai",
          "id": "gpt-5.4-nano-2026-03-17",
          "label": "gpt-5.4-nano-2026-03-17",
          "kind": "CHAT",
          "value": 1050000
        },
        {
          "vendor": "openai",
          "id": "gpt-5.4-pro",
          "label": "gpt-5.4-pro",
          "kind": "CHAT",
          "value": 1050000
        }
      ]
    },
    {
      "id": "fastest",
      "label": "Fastest throughput",
      "metric": "performance.throughputTps",
      "unit": "tok / s",
      "order": "desc",
      "total": 246,
      "population": 49,
      "entries": [
        {
          "vendor": "cerebras",
          "id": "gpt-oss-120b",
          "label": "GPT-OSS 120B",
          "kind": "CHAT",
          "value": 286.915
        },
        {
          "vendor": "groq",
          "id": "openai/gpt-oss-20b",
          "label": "GPT-OSS 20B",
          "kind": "CHAT",
          "value": 243.28
        },
        {
          "vendor": "openai",
          "id": "gpt-5.1-codex",
          "label": "gpt-5.1-codex",
          "kind": "CHAT",
          "value": 228.409
        },
        {
          "vendor": "gemini",
          "id": "gemini-2.5-flash",
          "label": "Gemini 2.5 Flash",
          "kind": "CHAT",
          "value": 227.181
        },
        {
          "vendor": "openai",
          "id": "gpt-5.1-codex-mini",
          "label": "gpt-5.1-codex-mini",
          "kind": "CHAT",
          "value": 210.408
        },
        {
          "vendor": "openai",
          "id": "gpt-5.6-luna",
          "label": "gpt-5.6-luna",
          "kind": "CHAT",
          "value": 201.659
        },
        {
          "vendor": "openai",
          "id": "o3-mini",
          "label": "o3-mini",
          "kind": "CHAT",
          "value": 196.709
        },
        {
          "vendor": "openai",
          "id": "gpt-4o",
          "label": "GPT-4o",
          "kind": "CHAT",
          "value": 190.335
        },
        {
          "vendor": "openai",
          "id": "gpt-5.4-mini",
          "label": "gpt-5.4-mini",
          "kind": "CHAT",
          "value": 182.435
        },
        {
          "vendor": "openai",
          "id": "gpt-5-codex",
          "label": "gpt-5-codex",
          "kind": "CHAT",
          "value": 173.495
        }
      ]
    }
  ]
}