BenchGecko

How often is BenchGecko data updated?

Model and benchmark data is refreshed daily from primary sources. Pricing is pulled from every provider API on a rolling basis. Mindshare signals aggregate weekly. The Gecko Pulse recomputes at 00:00 UTC.

What is the Gecko Pulse?

A 0-100 composite score of the AI economy's health. Blends the inverse Bubble Index, benchmark velocity, price compression, mindshare diversity, and supply-chain tension into a single number. Lower is healthier.

How are benchmark scores normalized?

Every benchmark is min-max normalized across the full set of scored models. Rankings average normalized scores across ≥3 benchmarks per model to avoid over-weighting any single test.

Where does pricing data come from?

Direct provider API responses · OpenRouter, OpenAI, Anthropic, Google, xAI, DeepSeek, Mistral and others. Every snapshot is cached with source attribution on the model detail page.

Can I cite BenchGecko data?

Yes. Every page ships a Share & Cite bar with APA, MLA, BibTeX, Chicago, and plain-text formats. Attribution is required on the free API tier and encouraged everywhere.