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CrowdBench

crowdbench-run is the CrowdBench benchmark runner: an ephemeral, hash-pinned runner that measures local language models on hardware you choose and contributes the results to CrowdBench.

Install and run CrowdBench:

uvx --python 3.14 crowdbench-run@latest

https://crowdbench.ai

The source is included in this distribution under the Apache License 2.0.

Using CrowdBench is governed by the Terms of Service (https://crowdbench.ai/terms) and the Privacy Policy (https://crowdbench.ai/privacy). Contributing benchmark runs is governed by the Contribution Terms (https://crowdbench.ai/terms/contribution); before your first upload the runner shows their summary and asks you to accept them, or prints it when you pass --agree-tos.


Apache-2.0 · © 2026 Hooch Labs LLC

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