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Inference Price Index

Daily benchmark for LLM token pricing

Frontier

--
GPT-4o, Claude Opus, Gemini Pro
Top-tier models for complex reasoning

Efficient

--
Haiku, Flash, Mini models
~6x cheaper, ideal for high-volume

Open

--
Llama, DeepSeek, Qwen
Self-host option, flexible deployment

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tracking official pricing from
OpenAI Anthropic Google DeepSeek Meta

What do these numbers mean?

Each index shows the average cost per 1 million tokens (blended input/output) across models in that tier. Updated daily from OpenAI, Anthropic, Google, and OpenRouter pricing.

Why This Matters

For CTOs

Track pricing deflation to optimize cloud budgets. LLM costs have dropped 90%+ since 2023 - are your contracts keeping pace?

For Developers

Find the cheapest model for your use case. Compare frontier quality vs efficient-tier cost savings in real time.

For Finance

Forecast AI costs with historical trend data. Build accurate projections based on 19+ pricing events across providers.

The Three Tiers

Frontier

Top-tier reasoning models. Best for complex tasks, coding, and analysis. Highest capability, highest cost.

Efficient

Optimized for speed and cost. Great for chat, summarization, and simple tasks. Approximately 6x cheaper than Frontier.

Open

Open-weight models you can self-host. Competitive quality with transparent weights and flexible deployment.

Free API

Get pricing data programmatically:

curl https://inferencepriceindex.com/v1/index/latest

Returns JSON with all indices, model counts, and individual rates. No authentication required.