BenchGecko

ai.benchgeckov1.0.0Updated Oct 5, 2026

AI model prices per provider, benchmarks, own AI behavior tests and AI economy data, with sources.

VerifiedStreamable HTTPWeb executableAI & MLData & AnalyticsFinance

Overview

AI-generated overview

BenchGecko gives an assistant daily open datasets on AI model prices, provider offers, benchmarks, company facts, GPU rental prices and its own model tests.

What it does
BenchGecko is a remote MCP endpoint that exposes daily snapshots of data it collects and computes about the AI economy. The datasets cover per-model list prices and price changes, provider offers with quantization, context and uptime, company figures with sources, developer attention metrics, GPU rental prices, and results of BenchGecko's own model tests. Files are refreshed daily and each day's version is kept in git history, so a file's history forms a time series.
When to use it
Use it when you need current or historical AI model pricing, provider comparisons, GPU rental rates, or BenchGecko's own test results while working in an assistant. It suits cost comparisons, market tracking and research that benefits from sourced, dated figures.
Requirements
A remote MCP client that supports streamable HTTP, connecting to the BenchGecko endpoint. No packages, environment variables or headers are declared, and no authentication is declared.
Before you install
The data is third-party and refreshed by an automated job; figures such as prices, valuations and rental rates can change and should be checked against the cited sources before decisions. Benchmark scores from third-party leaderboards are not redistributed here and carry their own licenses.

Installation

In SourceWeft

  1. Open BenchGecko in the dashboard and add it to a workspace.
  2. Enable the server for the chats that should use its tools.

Web executable via Streamable HTTP. Remote servers run from the web runtime once configured in a workspace.

Other MCP clients

Add this to your client's mcpServers config.

{
  "mcpServers": {
    "benchgecko": {
      "type": "http",
      "url": "https://benchgecko.ai/api/mcp"
    }
  }
}

README

BenchGecko open datasets

Daily snapshots of the data BenchGecko collects and computes about the AI economy: model prices across providers, price changes, company figures with sources, developer attention (Mindshare), GPU rental prices and the results of BenchGecko's own model tests (Gecko Tests).

Files are refreshed every day by an automated job. Every day's version is in the git history, so the history of each file is a time series.

License

CC BY 4.0. Free to use, share and adapt, including commercially. Attribution required: "Source: BenchGecko" with a link to https://benchgecko.ai.

Cite as:

BenchGecko (2026). BenchGecko open datasets. https://github.com/BenchGecko/datasets · https://benchgecko.ai

Files

FileWhat it isSource
prices/price-history.csvDaily list price per model (USD per 1M tokens: input, output, cache read) since 2026-03-30OpenRouter catalog, recorded daily
prices/provider-offers.csvEvery provider offer per model today: price, quantization, context, 1-day uptimeOpenRouter endpoints, daily
prices/price-changes.csvDated events: new models, price changes that held (5%+), company updatesComputed by BenchGecko
companies/company-facts.csvValuation, revenue, funding, headcount per AI company, each with as-of date and source URL when knownSEC filings, market close, press verified against the source page
mindshare/mindshare-daily.csvDaily attention per model, lab, agent, person and topic: Hacker News mentions, Wikipedia views, GitHub stars, 7-day shareHacker News Algolia API, Wikimedia, GitHub
gpu/gpu-rental-daily.csvMedian, 10th percentile and minimum on-demand rental price per GPU-hour for tracked AI chipsVast.ai public marketplace
gecko-tests/world-map.csvWorld Map test: land or water answers on a 6° grid per model, scored against Natural EarthBenchGecko test runs
gecko-tests/<test>.jsonGecko Lab tests (who-are-you, tokenizer-tax, knowledge-horizon, same-model-different-host): questions, answer keys, every model answer and scoreBenchGecko test runs

Methodology for each test: https://benchgecko.ai/gecko-tests

Benchmark scores aggregated from third-party leaderboards are not redistributed here; see each leaderboard's own license.

Questions or corrections

[email protected]

Source: README.md at commit 0bba9cd

Tools

0
Tool metadata has not been indexed yet.

Version history

1
  1. v1.0.0LatestOct 5, 2026