{"openapi":"3.1.0","info":{"title":"modelprices.xyz — normalized LLM market data","version":"1.0.0","description":"Per-token prices, capability limits, and a price-change feed for 2,000+ LLMs across 70+ providers, normalized into single JSON tables and refreshed hourly.","x-guidance":"# modelprices.xyz — LLM market data for agents\n\nPay-per-call via x402 (USDC on Base, eip155:8453). No accounts, no API keys. All endpoints are GET.\n\n## Pick the right endpoint (cheapest first)\n\n- Need ONE model's price → GET /llm/price/{model} — $0.003. E.g. /llm/price/claude-sonnet-5\n- Need ONE model's context window / capabilities → GET /llm/limit/{model} — $0.003\n- Need \"cheapest model that can do X\" → GET /llm/cheapest?min_context=200000&vision=true — $0.01\n- Know your workload shape? Add expected_input=2000&expected_output=500 (tokens/request) to /llm/cheapest to rank by TOTAL blended USD per request, not input sticker price. Add exclude_preview=true to skip pre-release models.\n- Comparing MANY models or building a routing table → GET /llm/prices — $0.02 for all 2,000+ models\n- Capability table for all models → GET /llm/limits — $0.02\n- Watching for provider repricing → GET /llm/price-changes — $0.03 (diff feed, hourly snapshots)\n- Only care about ONE vendor's models → buy that vendor's board for $0.01 instead of the full table:\n  /claude-pricing, /gpt-pricing, /gemini-pricing, /llama-pricing, /deepseek-pricing, /mistral-pricing,\n  /grok-pricing, /qwen-pricing, /kimi-pricing, /glm-pricing, /minimax-pricing, /gemma-pricing,\n  /command-pricing, /phi-pricing, /jamba-pricing\n- Only care about ONE host's catalogue → GET /llm/prices/{provider} — $0.01. Providers: openai,\n  anthropic, google, vertex-ai, bedrock, azure, fireworks, together, deepinfra, openrouter, novita,\n  replicate, xai, mistral, cloudflare, databricks, nebius, watsonx, oracle, vercel, sambanova, snowflake\n- Pre-ranked shortlists (50 rows, cheapest first, capability fields joined in) — $0.01 each:\n  /llm/cheapest/overall, /llm/cheapest/vision, /llm/cheapest/reasoning, /llm/cheapest/function-calling,\n  /llm/cheapest/long-context (200k+), /llm/cheapest/128k-context, /llm/cheapest/million-token-context,\n  /llm/context-windows (100 biggest context windows, ranked)\n\n## Cost stewardship\n\n- For fewer than ~4 model checks, single lookups ($0.003) beat buying the table ($0.02).\n- If every model you care about is one vendor's or one host's, the matching $0.01 board is half the\n  price of the full table and already sorted cheapest-first with context windows joined in.\n- Tables refresh hourly — cache a purchased table for up to 60 minutes instead of re-buying.\n- Lookup misses return HTTP 404 WITH suggestions (closest model ids) — retry with a suggestion rather than buying the table to search.\n- Free evaluation: /preview/llm/prices, /preview/llm/limits, /preview/llm/price-changes, and a\n  /preview twin of every board (e.g. /preview/claude-pricing) — 5 sample rows each, no payment.\n\n## Routing workflow recipe\n\n1. GET /llm/cheapest with your constraints (context, modality, price cap) — $0.01. If your constraint\n   is a standard one (vision, reasoning, tool use, 128k/200k/1M context), the matching pre-ranked\n   board at /llm/cheapest/{constraint} costs the same and needs no query building.\n2. GET /llm/limit/{model} on the top candidate to confirm capabilities — $0.003.\n3. Use /llm/price-changes daily if your routing depends on price stability — $0.03.\nTotal: ~$0.013 per routing decision, always against data ≤1h old.\n\n## Response shape\n\nTables: { generated_at, provider_count, model_count, models: [...] }. Lookups: { matched_id, generated_at, model: {...} }.\nPrices are USD per 1M tokens (input_per_mtok, output_per_mtok, cache_read_per_mtok, cache_write_per_mtok, batch_*).\n\n## Provenance (verify our numbers)\n\nEvery price row carries: source_url (the provider's official pricing page), first_observed_at (when our\nhourly aggregator first saw the model id — bounded by the table's first_observed_since, not launch date),\nand confidence (high = cross-verified against OpenRouter within 5%; medium = single source; low = sources\ndisagree — check source_url yourself before relying on a low-confidence price).","contact":{"name":"pennyforge","email":"pennyforgehq@gmail.com"}},"paths":{"/llm/price/{model}":{"get":{"operationId":"llm_price_model","summary":"Single-model price lookup","description":"Single-model price lookup: current per-token cost for one AI model by id (e.g. claude-sonnet-5, gpt-5, gemini-3-pro) — input, output, cache and batch USD per 1M tokens. The cheapest way to answer 'what does this model cost right now?' inside a routing or budgeting decision. Fuzzy-matches model ids and suggests alternatives on miss. Includes provenance: provider source URL, first_observed_at, confidence tier.","x-payment-info":{"price":{"mode":"fixed","currency":"USD","amount":"0.003000"},"protocols":[{"x402":{}}]},"parameters":[{"name":"model","in":"path","required":true,"schema":{"type":"string"},"example":"claude-sonnet-5","description":"Model id or unique suffix"}],"responses":{"200":{"description":"The matched model row","content":{"application/json":{"schema":{"type":"object","properties":{"matched_id":{"type":"string"},"generated_at":{"type":"string","format":"date-time"},"model":{"type":"object","properties":{"id":{"type":"string"},"provider":{"type":"string"},"input_per_mtok":{"type":"number"},"output_per_mtok":{"type":"number"},"cache_read_per_mtok":{"type":["number","null"]},"cache_write_per_mtok":{"type":["number","null"]},"source_url":{"type":["string","null"],"description":"Provider's official pricing page (provenance pointer; null for long-tail providers)"},"first_observed_at":{"type":"string","format":"date-time","description":"When our hourly aggregator first saw this model id — bounded by the table's first_observed_since, not the provider launch date"},"confidence":{"type":"string","enum":["high","medium","low"],"description":"high = cross-verified vs OpenRouter within 5%; medium = single source (LiteLLM); low = sources disagree"}}}},"required":["matched_id","model"]}}}},"402":{"description":"Payment Required"},"404":{"description":"No matching model; body includes closest-id suggestions"}}}},"/llm/limit/{model}":{"get":{"operationId":"llm_limit_model","summary":"Single-model capability lookup","description":"Single-model capability lookup: context window size, max output tokens, and vision/audio/function-calling/reasoning support for one AI model by id. Answers 'can this model handle my task?' in one $0.003 call.","x-payment-info":{"price":{"mode":"fixed","currency":"USD","amount":"0.003000"},"protocols":[{"x402":{}}]},"parameters":[{"name":"model","in":"path","required":true,"schema":{"type":"string"},"example":"claude-sonnet-5","description":"Model id or unique suffix"}],"responses":{"200":{"description":"The matched model row","content":{"application/json":{"schema":{"type":"object","properties":{"matched_id":{"type":"string"},"generated_at":{"type":"string","format":"date-time"},"model":{"type":"object","properties":{"id":{"type":"string"},"provider":{"type":"string"},"input_per_mtok":{"type":"number"},"output_per_mtok":{"type":"number"},"cache_read_per_mtok":{"type":["number","null"]},"cache_write_per_mtok":{"type":["number","null"]},"source_url":{"type":["string","null"],"description":"Provider's official pricing page (provenance pointer; null for long-tail providers)"},"first_observed_at":{"type":"string","format":"date-time","description":"When our hourly aggregator first saw this model id — bounded by the table's first_observed_since, not the provider launch date"},"confidence":{"type":"string","enum":["high","medium","low"],"description":"high = cross-verified vs OpenRouter within 5%; medium = single source (LiteLLM); low = sources disagree"}}}},"required":["matched_id","model"]}}}},"402":{"description":"Payment Required"},"404":{"description":"No matching model; body includes closest-id suggestions"}}}},"/llm/cheapest":{"get":{"operationId":"llm_cheapest","summary":"Cheapest-model query","description":"Cheapest-model query: returns the lowest-cost AI models matching your constraints — min_context (tokens), vision/function_calling/reasoning (true), max_input_per_mtok (USD cap), limit (default 5). Add expected_input/expected_output token counts to rank by blended USD per request instead of input price; exclude_preview=true skips pre-release models. Answers 'what is the cheapest model that can do X?' across 2,000+ models and 70+ providers.","x-payment-info":{"price":{"mode":"fixed","currency":"USD","amount":"0.010000"},"protocols":[{"x402":{}}]},"parameters":[{"name":"min_context","in":"query","schema":{"type":"integer"},"description":"Minimum context window (tokens)"},{"name":"vision","in":"query","schema":{"type":"boolean"}},{"name":"function_calling","in":"query","schema":{"type":"boolean"}},{"name":"reasoning","in":"query","schema":{"type":"boolean"}},{"name":"max_input_per_mtok","in":"query","schema":{"type":"number"},"description":"Max input price USD/1M tokens"},{"name":"expected_input","in":"query","schema":{"type":"number"},"description":"Expected input tokens per request; with expected_output, results are ranked by blended USD per request (usd_per_request field added)"},{"name":"expected_output","in":"query","schema":{"type":"number"},"description":"Expected output tokens per request"},{"name":"exclude_preview","in":"query","schema":{"type":"boolean"},"description":"Exclude preview/pre-release model versions"},{"name":"limit","in":"query","schema":{"type":"integer","default":5,"maximum":25}}],"responses":{"200":{"description":"Cheapest matching models, ascending by input price — or by blended usd_per_request when expected_input/expected_output are given","content":{"application/json":{"schema":{"type":"object","properties":{"generated_at":{"type":"string","format":"date-time"},"match_count":{"type":"integer"},"models":{"type":"array","items":{"type":"object","properties":{"id":{"type":"string"},"provider":{"type":"string"},"input_per_mtok":{"type":"number"},"output_per_mtok":{"type":"number"},"cache_read_per_mtok":{"type":["number","null"]},"cache_write_per_mtok":{"type":["number","null"]},"source_url":{"type":["string","null"],"description":"Provider's official pricing page (provenance pointer; null for long-tail providers)"},"first_observed_at":{"type":"string","format":"date-time","description":"When our hourly aggregator first saw this model id — bounded by the table's first_observed_since, not the provider launch date"},"confidence":{"type":"string","enum":["high","medium","low"],"description":"high = cross-verified vs OpenRouter within 5%; medium = single source (LiteLLM); low = sources disagree"}}}}},"required":["models"]}}}},"402":{"description":"Payment Required"},"404":{"description":"No matching model; body includes closest-id suggestions"}}}},"/claude-pricing":{"get":{"operationId":"claude_pricing","summary":"Claude model pricing","description":"Claude pricing table: what every Claude model costs per token right now — Claude 5, Claude Opus, Claude Sonnet, Claude Haiku — from Anthropic and every provider that resells or hosts them (Bedrock, Azure, Vertex, OpenRouter, Fireworks). Input, output, cache and batch USD per 1M tokens, sorted cheapest first, so you can compare Claude inference cost across hosts and pick the cheapest place to run one. Normalized, cross-checked, refreshed hourly.","x-payment-info":{"price":{"mode":"fixed","currency":"USD","amount":"0.010000"},"protocols":[{"x402":{}}]},"responses":{"200":{"description":"The filtered board as JSON, cheapest first, with capability fields joined onto each price row","content":{"application/json":{"schema":{"type":"object","properties":{"generated_at":{"type":"string","format":"date-time"},"board":{"type":"string"},"model_count":{"type":"integer"},"models":{"type":"array","items":{"type":"object","properties":{"id":{"type":"string"},"provider":{"type":"string"},"input_per_mtok":{"type":"number"},"output_per_mtok":{"type":"number"},"cache_read_per_mtok":{"type":["number","null"]},"cache_write_per_mtok":{"type":["number","null"]},"source_url":{"type":["string","null"],"description":"Provider's official pricing page (provenance pointer; null for long-tail providers)"},"first_observed_at":{"type":"string","format":"date-time","description":"When our hourly aggregator first saw this model id — bounded by the table's first_observed_since, not the provider launch date"},"confidence":{"type":"string","enum":["high","medium","low"],"description":"high = cross-verified vs OpenRouter within 5%; medium = single source (LiteLLM); low = sources disagree"}}}}},"required":["models"]}}}},"402":{"description":"Payment Required"}}}},"/gpt-pricing":{"get":{"operationId":"gpt_pricing","summary":"GPT model pricing","description":"GPT pricing table: what every GPT model costs per token right now — GPT-5, GPT-5 mini, GPT-4o, GPT-4.1, o3 — from OpenAI and every provider that resells or hosts them (Bedrock, Azure, Vertex, OpenRouter, Fireworks). Input, output, cache and batch USD per 1M tokens, sorted cheapest first, so you can compare GPT inference cost across hosts and pick the cheapest place to run one. Normalized, cross-checked, refreshed hourly.","x-payment-info":{"price":{"mode":"fixed","currency":"USD","amount":"0.010000"},"protocols":[{"x402":{}}]},"responses":{"200":{"description":"The filtered board as JSON, cheapest first, with capability fields joined onto each price row","content":{"application/json":{"schema":{"type":"object","properties":{"generated_at":{"type":"string","format":"date-time"},"board":{"type":"string"},"model_count":{"type":"integer"},"models":{"type":"array","items":{"type":"object","properties":{"id":{"type":"string"},"provider":{"type":"string"},"input_per_mtok":{"type":"number"},"output_per_mtok":{"type":"number"},"cache_read_per_mtok":{"type":["number","null"]},"cache_write_per_mtok":{"type":["number","null"]},"source_url":{"type":["string","null"],"description":"Provider's official pricing page (provenance pointer; null for long-tail providers)"},"first_observed_at":{"type":"string","format":"date-time","description":"When our hourly aggregator first saw this model id — bounded by the table's first_observed_since, not the provider launch date"},"confidence":{"type":"string","enum":["high","medium","low"],"description":"high = cross-verified vs OpenRouter within 5%; medium = single source (LiteLLM); low = sources disagree"}}}}},"required":["models"]}}}},"402":{"description":"Payment Required"}}}},"/gemini-pricing":{"get":{"operationId":"gemini_pricing","summary":"Gemini model pricing","description":"Gemini pricing table: what every Gemini model costs per token right now — Gemini 3 Pro, Gemini 3 Flash, Gemini 2.5 — from Google and every provider that resells or hosts them (Bedrock, Azure, Vertex, OpenRouter, Fireworks). Input, output, cache and batch USD per 1M tokens, sorted cheapest first, so you can compare Gemini inference cost across hosts and pick the cheapest place to run one. Normalized, cross-checked, refreshed hourly.","x-payment-info":{"price":{"mode":"fixed","currency":"USD","amount":"0.010000"},"protocols":[{"x402":{}}]},"responses":{"200":{"description":"The filtered board as JSON, cheapest first, with capability fields joined onto each price row","content":{"application/json":{"schema":{"type":"object","properties":{"generated_at":{"type":"string","format":"date-time"},"board":{"type":"string"},"model_count":{"type":"integer"},"models":{"type":"array","items":{"type":"object","properties":{"id":{"type":"string"},"provider":{"type":"string"},"input_per_mtok":{"type":"number"},"output_per_mtok":{"type":"number"},"cache_read_per_mtok":{"type":["number","null"]},"cache_write_per_mtok":{"type":["number","null"]},"source_url":{"type":["string","null"],"description":"Provider's official pricing page (provenance pointer; null for long-tail providers)"},"first_observed_at":{"type":"string","format":"date-time","description":"When our hourly aggregator first saw this model id — bounded by the table's first_observed_since, not the provider launch date"},"confidence":{"type":"string","enum":["high","medium","low"],"description":"high = cross-verified vs OpenRouter within 5%; medium = single source (LiteLLM); low = sources disagree"}}}}},"required":["models"]}}}},"402":{"description":"Payment Required"}}}},"/llama-pricing":{"get":{"operationId":"llama_pricing","summary":"Llama model pricing","description":"Llama pricing table: what every Llama model costs per token right now — Llama 4 Scout, Llama 4 Maverick, Llama 3.3 — from Meta and every provider that resells or hosts them (Bedrock, Azure, Vertex, OpenRouter, Fireworks). Input, output, cache and batch USD per 1M tokens, sorted cheapest first, so you can compare Llama inference cost across hosts and pick the cheapest place to run one. Normalized, cross-checked, refreshed hourly.","x-payment-info":{"price":{"mode":"fixed","currency":"USD","amount":"0.010000"},"protocols":[{"x402":{}}]},"responses":{"200":{"description":"The filtered board as JSON, cheapest first, with capability fields joined onto each price row","content":{"application/json":{"schema":{"type":"object","properties":{"generated_at":{"type":"string","format":"date-time"},"board":{"type":"string"},"model_count":{"type":"integer"},"models":{"type":"array","items":{"type":"object","properties":{"id":{"type":"string"},"provider":{"type":"string"},"input_per_mtok":{"type":"number"},"output_per_mtok":{"type":"number"},"cache_read_per_mtok":{"type":["number","null"]},"cache_write_per_mtok":{"type":["number","null"]},"source_url":{"type":["string","null"],"description":"Provider's official pricing page (provenance pointer; null for long-tail providers)"},"first_observed_at":{"type":"string","format":"date-time","description":"When our hourly aggregator first saw this model id — bounded by the table's first_observed_since, not the provider launch date"},"confidence":{"type":"string","enum":["high","medium","low"],"description":"high = cross-verified vs OpenRouter within 5%; medium = single source (LiteLLM); low = sources disagree"}}}}},"required":["models"]}}}},"402":{"description":"Payment Required"}}}},"/deepseek-pricing":{"get":{"operationId":"deepseek_pricing","summary":"DeepSeek model pricing","description":"DeepSeek pricing table: what every DeepSeek model costs per token right now — DeepSeek V4, DeepSeek R1, DeepSeek Coder — from DeepSeek and every provider that resells or hosts them (Bedrock, Azure, Vertex, OpenRouter, Fireworks). Input, output, cache and batch USD per 1M tokens, sorted cheapest first, so you can compare DeepSeek inference cost across hosts and pick the cheapest place to run one. Normalized, cross-checked, refreshed hourly.","x-payment-info":{"price":{"mode":"fixed","currency":"USD","amount":"0.010000"},"protocols":[{"x402":{}}]},"responses":{"200":{"description":"The filtered board as JSON, cheapest first, with capability fields joined onto each price row","content":{"application/json":{"schema":{"type":"object","properties":{"generated_at":{"type":"string","format":"date-time"},"board":{"type":"string"},"model_count":{"type":"integer"},"models":{"type":"array","items":{"type":"object","properties":{"id":{"type":"string"},"provider":{"type":"string"},"input_per_mtok":{"type":"number"},"output_per_mtok":{"type":"number"},"cache_read_per_mtok":{"type":["number","null"]},"cache_write_per_mtok":{"type":["number","null"]},"source_url":{"type":["string","null"],"description":"Provider's official pricing page (provenance pointer; null for long-tail providers)"},"first_observed_at":{"type":"string","format":"date-time","description":"When our hourly aggregator first saw this model id — bounded by the table's first_observed_since, not the provider launch date"},"confidence":{"type":"string","enum":["high","medium","low"],"description":"high = cross-verified vs OpenRouter within 5%; medium = single source (LiteLLM); low = sources disagree"}}}}},"required":["models"]}}}},"402":{"description":"Payment Required"}}}},"/mistral-pricing":{"get":{"operationId":"mistral_pricing","summary":"Mistral model pricing","description":"Mistral pricing table: what every Mistral model costs per token right now — Mistral Large, Mixtral, Codestral, Magistral — from Mistral AI and every provider that resells or hosts them (Bedrock, Azure, Vertex, OpenRouter, Fireworks). Input, output, cache and batch USD per 1M tokens, sorted cheapest first, so you can compare Mistral inference cost across hosts and pick the cheapest place to run one. Normalized, cross-checked, refreshed hourly.","x-payment-info":{"price":{"mode":"fixed","currency":"USD","amount":"0.010000"},"protocols":[{"x402":{}}]},"responses":{"200":{"description":"The filtered board as JSON, cheapest first, with capability fields joined onto each price row","content":{"application/json":{"schema":{"type":"object","properties":{"generated_at":{"type":"string","format":"date-time"},"board":{"type":"string"},"model_count":{"type":"integer"},"models":{"type":"array","items":{"type":"object","properties":{"id":{"type":"string"},"provider":{"type":"string"},"input_per_mtok":{"type":"number"},"output_per_mtok":{"type":"number"},"cache_read_per_mtok":{"type":["number","null"]},"cache_write_per_mtok":{"type":["number","null"]},"source_url":{"type":["string","null"],"description":"Provider's official pricing page (provenance pointer; null for long-tail providers)"},"first_observed_at":{"type":"string","format":"date-time","description":"When our hourly aggregator first saw this model id — bounded by the table's first_observed_since, not the provider launch date"},"confidence":{"type":"string","enum":["high","medium","low"],"description":"high = cross-verified vs OpenRouter within 5%; medium = single source (LiteLLM); low = sources disagree"}}}}},"required":["models"]}}}},"402":{"description":"Payment Required"}}}},"/grok-pricing":{"get":{"operationId":"grok_pricing","summary":"Grok model pricing","description":"Grok pricing table: what every Grok model costs per token right now — Grok 4, Grok 4 mini, Grok 3 — from xAI and every provider that resells or hosts them (Bedrock, Azure, Vertex, OpenRouter, Fireworks). Input, output, cache and batch USD per 1M tokens, sorted cheapest first, so you can compare Grok inference cost across hosts and pick the cheapest place to run one. Normalized, cross-checked, refreshed hourly.","x-payment-info":{"price":{"mode":"fixed","currency":"USD","amount":"0.010000"},"protocols":[{"x402":{}}]},"responses":{"200":{"description":"The filtered board as JSON, cheapest first, with capability fields joined onto each price row","content":{"application/json":{"schema":{"type":"object","properties":{"generated_at":{"type":"string","format":"date-time"},"board":{"type":"string"},"model_count":{"type":"integer"},"models":{"type":"array","items":{"type":"object","properties":{"id":{"type":"string"},"provider":{"type":"string"},"input_per_mtok":{"type":"number"},"output_per_mtok":{"type":"number"},"cache_read_per_mtok":{"type":["number","null"]},"cache_write_per_mtok":{"type":["number","null"]},"source_url":{"type":["string","null"],"description":"Provider's official pricing page (provenance pointer; null for long-tail providers)"},"first_observed_at":{"type":"string","format":"date-time","description":"When our hourly aggregator first saw this model id — bounded by the table's first_observed_since, not the provider launch date"},"confidence":{"type":"string","enum":["high","medium","low"],"description":"high = cross-verified vs OpenRouter within 5%; medium = single source (LiteLLM); low = sources disagree"}}}}},"required":["models"]}}}},"402":{"description":"Payment Required"}}}},"/qwen-pricing":{"get":{"operationId":"qwen_pricing","summary":"Qwen model pricing","description":"Qwen pricing table: what every Qwen model costs per token right now — Qwen 3, Qwen 2.5, Qwen Coder — from Alibaba and every provider that resells or hosts them (Bedrock, Azure, Vertex, OpenRouter, Fireworks). Input, output, cache and batch USD per 1M tokens, sorted cheapest first, so you can compare Qwen inference cost across hosts and pick the cheapest place to run one. 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Input, output, cache and batch USD per 1M tokens, sorted cheapest first, so you can compare GLM inference cost across hosts and pick the cheapest place to run one. 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