Open data: AI models
Compare published indexes, API pricing and context limits.
Published values, excluding taxes. A missing value is not zero. Plans may share resources or charge by usage; check their conditions. Third-party indexes are excluded from these downloads.
Most recent review:
AI models
| Product | Input price (USD / M tokens) | Output price (USD / M tokens) | Context (tokens) | Max output (tokens) | Product review date |
|---|---|---|---|---|---|
| GPT-6 Astra | 10 | 50 | 1,050,000 | 128,000 | |
| GPT-6.1 Sol | 2 | 10 | 1,050,000 | 128,000 | |
| Claude Fable 5.1 | 10 | 50 | 1,000,000 | 128,000 | |
| Claude Opus 5.5 | 4 | 20 | 1,000,000 | 128,000 | |
| Claude Opus 5 | 5 | 25 | 1,000,000 | 128,000 | |
| GPT-5.6 Sol | 4 | 20 | 1,050,000 | 128,000 | |
| GPT-5.6 Terra | 2 | 12 | 1,050,000 | 128,000 | |
| GPT-6.1 Terra | 1 | 5 | 1,050,000 | 128,000 | |
| Gemini 4 Argon | 2 | 10 | 1,048,576 | 65,536 | |
| Gemini 3.8 Flash | 0.75 | 3.75 | 1,048,576 | 65,536 | |
| Claude Sonnet 5.5 | 2 | 10 | 1,000,000 | 128,000 | |
| Claude Sonnet 5 | 2 | 10 | 1,000,000 | 128,000 | |
| Claude Haiku 5.5 | 0.1 | 0.5 | 1,000,000 | 128,000 | |
| Claude Haiku 4.5 | 1 | 5 | 200,000 | 64,000 | |
| GPT-5.6 Luna | 0.2 | 1.2 | 1,050,000 | 128,000 | |
| GPT-6 Luna | 0.1 | 0.5 | 1,050,000 | 128,000 | |
| Mistral Large 3 | 0.5 | 1.5 | 256,000 | — | |
| Mistral Medium 3.5 | 1.5 | 7.5 | 256,000 | — | |
| Mistral Small 4 | 0.15 | 0.6 | 256,000 | — | |
| Ministral 3 · 14B | 0.2 | 0.2 | 256,000 | — | |
| Codestral · 25.08 | 0.3 | 0.9 | 128,000 | — | |
| DeepSeek V4.1 Flash | 0.3 | 1.2 | 1,000,000 | 384,000 | |
| DeepSeek V4 Pro | 1.32 | 3.96 | 1,000,000 | 384,000 | |
| Muse Spark 1.3 | 1.25 | 4.25 | — | — | |
| Kimi K3 | 3 | 15 | 1,048,576 | — | |
| Kimi K3.1 Pro | 2 | 10 | 1,048,576 | — | |
| GLM-5.3 | 1.4 | 4.4 | — | — | |
| Qwen3.8 Max | 2 | 6 | — | — | |
| GLM-5.3 Flash | 0.15 | 0.5 | — | — | |
| Qwen3.8 Flash | 0.15 | 0.47 | — | — | |
| MiniMax M3 | 0.3 | 1.2 | — | — | |
| MiniMax M3.1 Flash | 0.15 | 0.6 | — | — | |
| Grok 4.7 | 2 | 6 | 500,000 | — | |
| Grok 4.6 | 2 | 6 | 500,000 | — |
What each field means
input· USD / M tokens- Standard uncached input price for short-context requests.
output· USD / M tokens- Standard output token price; reasoning tokens may be billed.
context· tokens- Published limit: total window for OpenAI/Claude, input limit for Gemini. It doesn't measure effective recall.
maxOutput· tokens- Output limit documented by the vendor.
Conditions and sources
GPT-6 Astra
Above 272K input tokens: 2× input and 1.5× output for the whole request. Sol has promotional pricing at least until Nov 21, 2026. Access subject to provider eligibility.
GPT-6.1 Sol
Prompts over 272K input tokens cost 2× input and 1.5× output for the whole request.
Claude Fable 5.1
Base rate for the direct API. Caching, batch, tools and other providers have their own terms. The index doesn't determine the outcome for your use case.
Claude Opus 5.5
Base rate for the direct API. Caching, batch, tools and other providers have their own terms. The index doesn't determine the outcome for your use case.
Claude Opus 5
Base rate for the direct API. Caching, batch, tools and other providers have their own terms. The index doesn't determine the outcome for your use case.
GPT-5.6 Sol
Above 272K input tokens: 2× input and 1.5× output for the whole request. Sol has promotional pricing at least until Nov 21, 2026. Access subject to provider eligibility.
GPT-5.6 Terra
Above 272K input tokens: 2× input and 1.5× output for the whole request. Sol has promotional pricing at least until Nov 21, 2026. Access subject to provider eligibility.
GPT-6.1 Terra
Above 272K input tokens, the whole request costs double on input and cache and 1.5 times on output; Batch and Flex cost half.
Gemini 4 Argon
Time-limited rate: $2 input and $10 output per M through Nov 30, 2026; from Dec 1, $4 and $20. Output includes thinking. The context limit is a unified input and output limit; default output is 65,536 tokens.
Gemini 3.8 Flash
Promotional price until Dec 31, 2026: afterwards, input $1.50 and output $7.50/M. Output includes thinking. The context shown is the input limit, not the total window.
Claude Sonnet 5.5
Base rate for the direct API. Caching, batch, tools and other providers have their own terms. The index doesn't determine the outcome for your use case.
Claude Sonnet 5
Base rate for the direct API. Caching, batch, tools and other providers have their own terms. The index doesn't determine the outcome for your use case.
Claude Haiku 5.5
Tiered rate by prompt size: up to 100,000 tokens, $0.10 input and $0.50 output per M; above that, $0.50 and $2.50. Caching, batch and tools have their own terms.
Claude Haiku 4.5
Base rate for the direct API. Caching, batch, tools and other providers have their own terms. The index doesn't determine the outcome for your use case.
GPT-5.6 Luna
Above 272K input tokens: 2× input and 1.5× output for the whole request. Sol has promotional pricing at least until Nov 21, 2026. Access subject to provider eligibility.
GPT-6 Luna
Prompts over 272K input tokens cost 2× input and 1.5× output for the whole request.
Mistral Large 3
Price of the API hosted by Mistral, not the cost of running the weights. Context shown per the provider's abbreviated figure; max output and indexes not included. Pin the identifier to catch regressions.
Mistral Medium 3.5
Price of the API hosted by Mistral, not the cost of running the weights. Context shown per the provider's abbreviated figure; max output and indexes not included. Pin the identifier to catch regressions.
Mistral Small 4
Price of the API hosted by Mistral, not the cost of running the weights. Context shown per the provider's abbreviated figure; max output and indexes not included. Pin the identifier to catch regressions.
Ministral 3 · 14B
Price of the API hosted by Mistral, not the cost of running the weights. Context shown per the provider's abbreviated figure; max output and indexes not included. Pin the identifier to catch regressions.
Codestral · 25.08
Price of the API hosted by Mistral, not the cost of running the weights. Context shown per the provider's abbreviated figure; max output and indexes not included. Pin the identifier to catch regressions.
DeepSeek V4.1 Flash
Shows the PEAK uncached rate. Peak hours: Monday to Friday 01–04 and 06–10 UTC. Off-peak costs half. The 1M/384K figures keep the published notation; reasoning tokens use up budget.
DeepSeek V4 Pro
Shows the PEAK uncached rate. Peak hours: Monday to Friday 01–04 and 06–10 UTC. Off-peak costs half. The 1M/384K figures keep the published notation; reasoning tokens use up budget.
Muse Spark 1.3
Standard rate; cache reads cost $0.15 per million. Context and maximum output not included.
Kimi K3
Standard rate; cache reads cost $0.30 per million. Context of 1,048,576 tokens. Maximum output not included.
Kimi K3.1 Pro
Standard rate; cache reads cost $0.20 per million. Context of 1,048,576 tokens. Maximum output not included.
GLM-5.3
Standard rate; cache reads cost $0.26 per million. Context and maximum output not included.
Qwen3.8 Max
Singapore and US-scope rate; the other global regions cost $1.65 input and $4.951 output per million. Context and maximum output not included.
Qwen3.8 Flash
Published international rate. Context and maximum output not included.
MiniMax M3
Up to 512K input tokens: $0.30 input and $1.20 output per million; above that, $0.60 and $2.40. Includes a permanent 50% discount. Context and maximum output not included.
MiniMax M3.1 Flash
Standard rate. Context and maximum output not included.
Grok 4.7
Short-context rate. The provider charges different prices above the 200K-token threshold; tools and search are billed separately. Max output not included.
Grok 4.6
Short-context rate. The provider charges different prices above the 200K-token threshold; tools and search are billed separately. Max output not included.
License and attribution
Credit Codifly and link to this page when reusing the data. CC BY 4.0
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