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AI Model Pricing Is a Mess — Here Is How We Track It

TL;DR AI

Key summary

2 min read
  1. There are now over 100 LLM models available through commercial APIs, and prices change multiple times a week.

  2. Providers keep launching new models, deprecating old ones, and changing rates.

  3. WhichModel was built to track and standardize pricing data from major LLM providers every 4 hours.

  4. It cross-checks provider APIs, docs, and third-party aggregators, and flags disagreements.

  5. It tracks token prices, context window size, features, provider, and availability, and exposes the data through an MCP server.

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