VERSIONED EVIDENCE

LLM API Pricing Data & Calculation Methods

Review the official pricing sources, verification dates, assumptions, and formulas behind every LLM API comparison and workflow-cost estimate.

Catalog updated2026.07.27Schema v1

Catalog contract

Every published row references one model, provider, pay-as-you-go route, source, and verification date. Price and specification fields require first-party sources; benchmark fields require an explicitly labeled independent source.

Market Map formula

The first chart displays the estimated blended price directly per 1M tokens: 90% input and 10% output, with half of input tokens using the cached-input price. The second chart multiplies independent Terminal-Bench v2.1 cost per task and pass@1 by one selected monthly attempt volume. It is benchmark-specific, not a provider quota or universal production acceptance rate.

Cost & Routing formula

Base tokens are increased by retries and failed calls, then allocated across the primary mix and fallback share. Cost per accepted request uses the entered acceptance rate.

Compatibility evidence

The atlas summarizes documented custom-endpoint paths. The browser check is deliberately narrow: one non-streaming chat-completions request and a choices-shape check. CORS failures remain inconclusive.

How every value is labeled

Official field means a price, model status, or limit copied from a linked first-party source. Independent benchmark means a published third-party score or measured cost stored with its exact benchmark variant and verification date. Derived metric means arithmetic over those fields using the published formula. User assumption means a workload input supplied in Cost & Routing. Browser observation exists only after you run the basic endpoint check in the current session.

Not included

Non-Terminal-Bench quality scores, subscription quotas, negotiated discounts, taxes, batch pricing, regional surcharges, human review, and provider uptime are not normalized in this version.

Versioned data downloads

Machine-readable files preserve official pricing, modeled assumptions, and independent benchmark evidence as separate layers.

Sources in this release

ECB reference rates are informational. USD/CNY is derived from the same EUR-based snapshot.

OpenAIOpenAI model comparison and API pricing
First-party · Verified: 2026-07-27
OpenAIGPT-5.5 model specification
First-party · Verified: 2026-07-27
OpenAIGPT-5.4 model specification
First-party · Verified: 2026-07-27
OpenAIGPT-5.4 mini model specification
First-party · Verified: 2026-07-27
OpenAIGPT-5.4 nano model specification
First-party · Verified: 2026-07-27
AnthropicClaude API pricing
First-party · Verified: 2026-07-27
AnthropicClaude models overview
First-party · Verified: 2026-07-27
GoogleGemini Developer API pricing
First-party · Verified: 2026-07-27
GoogleGemini latest models
First-party · Verified: 2026-07-27
xAIxAI API pricing
First-party · Verified: 2026-07-27
xAIxAI models
First-party · Verified: 2026-07-27
DeepSeekDeepSeek API pricing and model limits
First-party · Verified: 2026-07-27
Moonshot AIKimi API models and pricing
First-party · Verified: 2026-07-27
Moonshot AIKimi K3 pricing and specification
First-party · Verified: 2026-07-27
Moonshot AIKimi K2.7 Code pricing and specification
First-party · Verified: 2026-07-27
Moonshot AIKimi K2.6 pricing and specification
First-party · Verified: 2026-07-27
Moonshot AIKimi K2.5 model specification
First-party · Verified: 2026-07-27
Zhipu AIZ.AI API pricing
First-party · Verified: 2026-07-27
Zhipu AIGLM model overview and specifications
First-party · Verified: 2026-07-27
Alibaba CloudModel Studio model inference pricing
First-party · Verified: 2026-07-27
MiniMaxMiniMax pay-as-you-go pricing
First-party · Verified: 2026-07-27
MiniMaxMiniMax API model overview
First-party · Verified: 2026-07-27
Mistral AIMistral API pricing
First-party · Verified: 2026-07-27
Mistral AIMistral model limits
First-party · Verified: 2026-07-27
Tencent CloudTokenHub model pricing
First-party · Verified: 2026-07-27
Tencent CloudTokenHub model list and limits
First-party · Verified: 2026-07-27
European Central BankEuro foreign exchange reference rates
First-party · Verified: 2026-07-24
Artificial AnalysisTerminal-Bench v2.1 benchmark leaderboard
Independent benchmark · Verified: 2026-07-27