{
  "dataset_name": "AICostBudget AI API Pricing Dataset",
  "dataset_version": "1.0.0",
  "description": "Open, machine-readable pricing data for LLM and AI APIs.",
  "generated_at": "2026-07-26T19:14:17Z",
  "homepage": "https://aicostbudget.com",
  "last_verified_at": "2026-07-27T00:00:00Z",
  "licenses": {
    "code": "MIT",
    "data": "CC BY 4.0"
  },
  "model_count": 21,
  "models": [
    {
      "accessed_at": "2026-07-27T00:00:00Z",
      "display_name": "Claude Haiku 4.5",
      "effective_from": null,
      "last_verified_at": "2026-07-27T00:00:00Z",
      "model_family": "Claude Haiku",
      "model_id": "claude-haiku-4.5",
      "notes": "cache_write stores the 5-minute write rate.",
      "official_source_url": "https://docs.anthropic.com/en/docs/about-claude/pricing",
      "pricing": {
        "batch_input": 0.5,
        "batch_output": 2.5,
        "cache_write": 1.25,
        "cached_input": 0.1,
        "currency": "USD",
        "input": 1.0,
        "output": 5.0,
        "unit": "1M tokens"
      },
      "provider_id": "anthropic",
      "status": "active"
    },
    {
      "accessed_at": "2026-07-27T00:00:00Z",
      "display_name": "Claude Opus 4.8",
      "effective_from": null,
      "last_verified_at": "2026-07-27T00:00:00Z",
      "model_family": "Claude Opus",
      "model_id": "claude-opus-4.8",
      "notes": "Anthropic table columns are input, 5-minute cache write, 1-hour cache write, cache read, and output. cache_write stores the 5-minute write rate.",
      "official_source_url": "https://docs.anthropic.com/en/docs/about-claude/pricing",
      "pricing": {
        "batch_input": 2.5,
        "batch_output": 12.5,
        "cache_write": 6.25,
        "cached_input": 0.5,
        "currency": "USD",
        "input": 5.0,
        "output": 25.0,
        "unit": "1M tokens"
      },
      "provider_id": "anthropic",
      "status": "active"
    },
    {
      "accessed_at": "2026-07-27T00:00:00Z",
      "display_name": "Claude Sonnet 4.6",
      "effective_from": null,
      "last_verified_at": "2026-07-27T00:00:00Z",
      "model_family": "Claude Sonnet",
      "model_id": "claude-sonnet-4.6",
      "notes": "cache_write stores the 5-minute write rate.",
      "official_source_url": "https://docs.anthropic.com/en/docs/about-claude/pricing",
      "pricing": {
        "batch_input": 1.5,
        "batch_output": 7.5,
        "cache_write": 3.75,
        "cached_input": 0.3,
        "currency": "USD",
        "input": 3.0,
        "output": 15.0,
        "unit": "1M tokens"
      },
      "provider_id": "anthropic",
      "status": "active"
    },
    {
      "accessed_at": "2026-07-27T00:00:00Z",
      "display_name": "Claude Sonnet 5 introductory pricing",
      "effective_from": "2026-06-30",
      "last_verified_at": "2026-07-27T00:00:00Z",
      "model_family": "Claude Sonnet",
      "model_id": "claude-sonnet-5-intro",
      "notes": "Introductory pricing applies through 2026-08-31 and standard pricing starts 2026-09-01. V1 must not switch early to the standard $3/M input and $15/M output rates.",
      "official_source_url": "https://www.anthropic.com/news/claude-sonnet-5",
      "pricing": {
        "batch_input": 1.0,
        "batch_output": 5.0,
        "cache_write": 2.5,
        "cached_input": 0.2,
        "currency": "USD",
        "input": 2.0,
        "output": 10.0,
        "unit": "1M tokens"
      },
      "provider_id": "anthropic",
      "status": "active"
    },
    {
      "accessed_at": "2026-07-27T00:00:00Z",
      "display_name": "Aya Expanse 32B",
      "effective_from": null,
      "last_verified_at": "2026-07-27T00:00:00Z",
      "model_family": "Aya",
      "model_id": "aya-expanse-32b",
      "notes": "Cohere official pricing page states Aya Expanse 8B and 32B API pricing is $0.50/1M input and $1.50/1M output.",
      "official_source_url": "https://cohere.com/pricing",
      "pricing": {
        "batch_input": null,
        "batch_output": null,
        "cache_write": null,
        "cached_input": null,
        "currency": "USD",
        "input": 0.5,
        "output": 1.5,
        "unit": "1M tokens"
      },
      "provider_id": "cohere",
      "status": "active"
    },
    {
      "accessed_at": "2026-07-27T00:00:00Z",
      "display_name": "Command A+",
      "effective_from": null,
      "last_verified_at": "2026-07-27T00:00:00Z",
      "model_family": "Command",
      "model_id": "command-a-plus",
      "notes": "Cohere's official Command A+ page states that access is free until applicable rate limits are reached and that production use is available through Model Vault. Another official Cohere page shows per-token pricing for the same model ID, so V1 keeps token pricing null until the official documentation is reconciled.",
      "official_source_url": "https://docs.cohere.com/docs/command-a-plus",
      "pricing": {
        "batch_input": null,
        "batch_output": null,
        "cache_write": null,
        "cached_input": null,
        "currency": "USD",
        "input": null,
        "output": null,
        "unit": "1M tokens"
      },
      "provider_id": "cohere",
      "status": "active"
    },
    {
      "accessed_at": "2026-07-27T00:00:00Z",
      "display_name": "Command R+ 08-2024",
      "effective_from": "2024-08-01",
      "last_verified_at": "2026-07-27T00:00:00Z",
      "model_family": "Command R",
      "model_id": "command-r-plus-08-2024",
      "notes": "Cohere official pricing page lists Command R+ 08-2024 at $2.50/1M input tokens and $10.00/1M output tokens.",
      "official_source_url": "https://cohere.com/pricing",
      "pricing": {
        "batch_input": null,
        "batch_output": null,
        "cache_write": null,
        "cached_input": null,
        "currency": "USD",
        "input": 2.5,
        "output": 10.0,
        "unit": "1M tokens"
      },
      "provider_id": "cohere",
      "status": "active"
    },
    {
      "accessed_at": "2026-07-27T00:00:00Z",
      "display_name": "DeepSeek V4 Flash",
      "effective_from": null,
      "last_verified_at": "2026-07-27T00:00:00Z",
      "model_family": "DeepSeek V4",
      "model_id": "deepseek-v4-flash",
      "notes": "DeepSeek labels input cache miss as input price and cache hit as cached_input.",
      "official_source_url": "https://api-docs.deepseek.com/quick_start/pricing",
      "pricing": {
        "batch_input": null,
        "batch_output": null,
        "cache_write": null,
        "cached_input": 0.0028,
        "currency": "USD",
        "input": 0.14,
        "output": 0.28,
        "unit": "1M tokens"
      },
      "provider_id": "deepseek",
      "status": "active"
    },
    {
      "accessed_at": "2026-07-27T00:00:00Z",
      "display_name": "DeepSeek V4 Pro",
      "effective_from": null,
      "last_verified_at": "2026-07-27T00:00:00Z",
      "model_family": "DeepSeek V4",
      "model_id": "deepseek-v4-pro",
      "notes": "DeepSeek labels input cache miss as input price and cache hit as cached_input.",
      "official_source_url": "https://api-docs.deepseek.com/quick_start/pricing",
      "pricing": {
        "batch_input": null,
        "batch_output": null,
        "cache_write": null,
        "cached_input": 0.003625,
        "currency": "USD",
        "input": 0.435,
        "output": 0.87,
        "unit": "1M tokens"
      },
      "provider_id": "deepseek",
      "status": "active"
    },
    {
      "accessed_at": "2026-07-27T00:00:00Z",
      "display_name": "Gemini 2.5 Flash",
      "effective_from": null,
      "last_verified_at": "2026-07-27T00:00:00Z",
      "model_family": "Gemini 2.5",
      "model_id": "gemini-2.5-flash",
      "notes": "Rates are for text/image/video input; Google lists separate audio rates in the official pricing table.",
      "official_source_url": "https://ai.google.dev/gemini-api/docs/pricing",
      "pricing": {
        "batch_input": 0.15,
        "batch_output": 1.25,
        "cache_write": null,
        "cached_input": 0.03,
        "currency": "USD",
        "input": 0.3,
        "output": 2.5,
        "unit": "1M tokens"
      },
      "provider_id": "google-gemini",
      "status": "active"
    },
    {
      "accessed_at": "2026-07-27T00:00:00Z",
      "display_name": "Gemini 2.5 Pro",
      "effective_from": null,
      "last_verified_at": "2026-07-27T00:00:00Z",
      "model_family": "Gemini 2.5",
      "model_id": "gemini-2.5-pro",
      "notes": "Rates are for prompts up to 200k tokens. Google lists higher rates above 200k tokens in the official pricing table.",
      "official_source_url": "https://ai.google.dev/gemini-api/docs/pricing",
      "pricing": {
        "batch_input": 0.625,
        "batch_output": 5.0,
        "cache_write": null,
        "cached_input": 0.125,
        "currency": "USD",
        "input": 1.25,
        "output": 10.0,
        "unit": "1M tokens"
      },
      "provider_id": "google-gemini",
      "status": "active"
    },
    {
      "accessed_at": "2026-07-27T00:00:00Z",
      "display_name": "Mistral Large 3",
      "effective_from": null,
      "last_verified_at": "2026-07-27T00:00:00Z",
      "model_family": "Mistral Large",
      "model_id": "mistral-large",
      "notes": "mistral-large-latest currently maps to Mistral Large 3. Standard price is $0.50/M input and $1.50/M output. Cached input receives a 90% discount. Batch processing receives a 50% discount.",
      "official_source_url": "https://mistral.ai/pricing/api/",
      "pricing": {
        "batch_input": 0.25,
        "batch_output": 0.75,
        "cache_write": null,
        "cached_input": 0.05,
        "currency": "USD",
        "input": 0.5,
        "output": 1.5,
        "unit": "1M tokens"
      },
      "provider_id": "mistral-ai",
      "status": "active"
    },
    {
      "accessed_at": "2026-07-27T00:00:00Z",
      "display_name": "GPT-4.1",
      "effective_from": null,
      "last_verified_at": "2026-07-27T00:00:00Z",
      "model_family": "GPT-4.1",
      "model_id": "gpt-4.1",
      "notes": "OpenAI official pricing page lists standard and batch rates per 1M tokens.",
      "official_source_url": "https://platform.openai.com/docs/pricing",
      "pricing": {
        "batch_input": 1.0,
        "batch_output": 4.0,
        "cache_write": null,
        "cached_input": 0.5,
        "currency": "USD",
        "input": 2.0,
        "output": 8.0,
        "unit": "1M tokens"
      },
      "provider_id": "openai",
      "status": "active"
    },
    {
      "accessed_at": "2026-07-27T00:00:00Z",
      "display_name": "GPT-5",
      "effective_from": null,
      "last_verified_at": "2026-07-27T00:00:00Z",
      "model_family": "GPT-5",
      "model_id": "gpt-5",
      "notes": "OpenAI official pricing page lists standard and batch rates per 1M tokens.",
      "official_source_url": "https://platform.openai.com/docs/pricing",
      "pricing": {
        "batch_input": 0.625,
        "batch_output": 5.0,
        "cache_write": null,
        "cached_input": 0.125,
        "currency": "USD",
        "input": 1.25,
        "output": 10.0,
        "unit": "1M tokens"
      },
      "provider_id": "openai",
      "status": "active"
    },
    {
      "accessed_at": "2026-07-27T00:00:00Z",
      "display_name": "GPT-5.4 mini",
      "effective_from": null,
      "last_verified_at": "2026-07-27T00:00:00Z",
      "model_family": "GPT-5.4",
      "model_id": "gpt-5.4-mini",
      "notes": "OpenAI official pricing page lists standard and batch rates per 1M tokens.",
      "official_source_url": "https://platform.openai.com/docs/pricing",
      "pricing": {
        "batch_input": 0.375,
        "batch_output": 2.25,
        "cache_write": null,
        "cached_input": 0.075,
        "currency": "USD",
        "input": 0.75,
        "output": 4.5,
        "unit": "1M tokens"
      },
      "provider_id": "openai",
      "status": "active"
    },
    {
      "accessed_at": "2026-07-27T00:00:00Z",
      "display_name": "GPT-5.5",
      "effective_from": null,
      "last_verified_at": "2026-07-27T00:00:00Z",
      "model_family": "GPT-5.5",
      "model_id": "gpt-5.5",
      "notes": "OpenAI official pricing page lists standard and batch rates per 1M tokens. Batch prices are 50% of the listed standard price where shown.",
      "official_source_url": "https://platform.openai.com/docs/pricing",
      "pricing": {
        "batch_input": 2.5,
        "batch_output": 15.0,
        "cache_write": null,
        "cached_input": 0.5,
        "currency": "USD",
        "input": 5.0,
        "output": 30.0,
        "unit": "1M tokens"
      },
      "provider_id": "openai",
      "status": "active"
    },
    {
      "accessed_at": "2026-07-27T00:00:00Z",
      "display_name": "GPT-5.6 Luna",
      "effective_from": null,
      "last_verified_at": "2026-07-27T00:00:00Z",
      "model_family": "GPT-5.6",
      "model_id": "gpt-5.6-luna",
      "notes": "OpenAI official pricing page lists Standard, Batch, Flex, and Priority rates per 1M tokens. Public V1 fields store Standard short-context prices and Batch short-context prices.",
      "official_source_url": "https://developers.openai.com/api/docs/pricing",
      "pricing": {
        "batch_input": 0.5,
        "batch_output": 3.0,
        "cache_write": 1.25,
        "cached_input": 0.1,
        "currency": "USD",
        "input": 1.0,
        "output": 6.0,
        "unit": "1M tokens"
      },
      "provider_id": "openai",
      "status": "active"
    },
    {
      "accessed_at": "2026-07-27T00:00:00Z",
      "display_name": "GPT-5.6 Sol",
      "effective_from": null,
      "last_verified_at": "2026-07-27T00:00:00Z",
      "model_family": "GPT-5.6",
      "model_id": "gpt-5.6-sol",
      "notes": "OpenAI official pricing page lists Standard, Batch, Flex, and Priority rates per 1M tokens. Public V1 fields store Standard short-context prices and Batch short-context prices.",
      "official_source_url": "https://developers.openai.com/api/docs/pricing",
      "pricing": {
        "batch_input": 2.5,
        "batch_output": 15.0,
        "cache_write": 6.25,
        "cached_input": 0.5,
        "currency": "USD",
        "input": 5.0,
        "output": 30.0,
        "unit": "1M tokens"
      },
      "provider_id": "openai",
      "status": "active"
    },
    {
      "accessed_at": "2026-07-27T00:00:00Z",
      "display_name": "GPT-5.6 Terra",
      "effective_from": null,
      "last_verified_at": "2026-07-27T00:00:00Z",
      "model_family": "GPT-5.6",
      "model_id": "gpt-5.6-terra",
      "notes": "OpenAI official pricing page lists Standard, Batch, Flex, and Priority rates per 1M tokens. Public V1 fields store Standard short-context prices and Batch short-context prices.",
      "official_source_url": "https://developers.openai.com/api/docs/pricing",
      "pricing": {
        "batch_input": 1.25,
        "batch_output": 7.5,
        "cache_write": 3.125,
        "cached_input": 0.25,
        "currency": "USD",
        "input": 2.5,
        "output": 15.0,
        "unit": "1M tokens"
      },
      "provider_id": "openai",
      "status": "active"
    },
    {
      "accessed_at": "2026-07-27T00:00:00Z",
      "display_name": "o3",
      "effective_from": null,
      "last_verified_at": "2026-07-27T00:00:00Z",
      "model_family": "o-series",
      "model_id": "o3",
      "notes": "OpenAI official pricing page lists standard and batch rates per 1M tokens.",
      "official_source_url": "https://platform.openai.com/docs/pricing",
      "pricing": {
        "batch_input": 1.0,
        "batch_output": 4.0,
        "cache_write": null,
        "cached_input": 0.5,
        "currency": "USD",
        "input": 2.0,
        "output": 8.0,
        "unit": "1M tokens"
      },
      "provider_id": "openai",
      "status": "active"
    },
    {
      "accessed_at": "2026-07-27T00:00:00Z",
      "display_name": "Grok 4.3",
      "effective_from": null,
      "last_verified_at": "2026-07-27T00:00:00Z",
      "model_family": "Grok 4",
      "model_id": "grok-4.3",
      "notes": "V1 stores short-context pricing. The long-context threshold is 200K tokens. Grok 4.3 batch pricing receives a 20% discount. Long-context prices are not stored in the current short-context fields.",
      "official_source_url": "https://docs.x.ai/developers/pricing",
      "pricing": {
        "batch_input": 1.0,
        "batch_output": 2.0,
        "cache_write": null,
        "cached_input": 0.2,
        "currency": "USD",
        "input": 1.25,
        "output": 2.5,
        "unit": "1M tokens"
      },
      "provider_id": "xai",
      "status": "active"
    }
  ],
  "official_source_count": 10,
  "official_sources": [
    "https://ai.google.dev/gemini-api/docs/pricing",
    "https://api-docs.deepseek.com/quick_start/pricing",
    "https://cohere.com/pricing",
    "https://developers.openai.com/api/docs/pricing",
    "https://docs.anthropic.com/en/docs/about-claude/pricing",
    "https://docs.cohere.com/docs/command-a-plus",
    "https://docs.x.ai/developers/pricing",
    "https://mistral.ai/pricing/api/",
    "https://platform.openai.com/docs/pricing",
    "https://www.anthropic.com/news/claude-sonnet-5"
  ],
  "provider_count": 7,
  "providers": [
    {
      "display_name": "Anthropic",
      "docs_url": "https://docs.anthropic.com",
      "notes": "Official Claude API pricing documentation.",
      "pricing_url": "https://docs.anthropic.com/en/docs/about-claude/pricing",
      "provider_id": "anthropic",
      "website_url": "https://www.anthropic.com"
    },
    {
      "display_name": "Cohere",
      "docs_url": "https://docs.cohere.com",
      "notes": "Official Cohere pricing page.",
      "pricing_url": "https://cohere.com/pricing",
      "provider_id": "cohere",
      "website_url": "https://cohere.com"
    },
    {
      "display_name": "DeepSeek",
      "docs_url": "https://api-docs.deepseek.com",
      "notes": "Official DeepSeek API models and pricing documentation.",
      "pricing_url": "https://api-docs.deepseek.com/quick_start/pricing",
      "provider_id": "deepseek",
      "website_url": "https://www.deepseek.com"
    },
    {
      "display_name": "Google Gemini",
      "docs_url": "https://ai.google.dev/gemini-api/docs",
      "notes": "Official Gemini API pricing documentation.",
      "pricing_url": "https://ai.google.dev/gemini-api/docs/pricing",
      "provider_id": "google-gemini",
      "website_url": "https://ai.google.dev"
    },
    {
      "display_name": "Mistral AI",
      "docs_url": "https://docs.mistral.ai",
      "notes": "Official Mistral AI pricing page.",
      "pricing_url": "https://mistral.ai/pricing",
      "provider_id": "mistral-ai",
      "website_url": "https://mistral.ai"
    },
    {
      "display_name": "OpenAI",
      "docs_url": "https://platform.openai.com/docs",
      "notes": "Official OpenAI API pricing documentation.",
      "pricing_url": "https://platform.openai.com/docs/pricing",
      "provider_id": "openai",
      "website_url": "https://openai.com"
    },
    {
      "display_name": "xAI",
      "docs_url": "https://docs.x.ai",
      "notes": "Official xAI model documentation.",
      "pricing_url": "https://docs.x.ai/developers/models",
      "provider_id": "xai",
      "website_url": "https://x.ai"
    }
  ]
}