PinchBench - Call for Contributors
PinchBench is the leading @OpenClaw benchmark.
The team is looking for contributors to make it even better.

PinchBench started as a side project of @realolearycrew. The goal was simple: create a real-world benchmarking tool to help developers choose the right LLM for @OpenClaw agents.
Fast forward, @NVIDIA CEO Jensen Huang featured PinchBench in his GTC 2026 keynote as the definitive standard for evaluating the real-world performance of OpenClaw agents.
Launched this week on Product Hunt, ranked in the Top Products of the Day and #1 OSS Product of the Week, they're now looking for contributors to make PinchBench even more useful and comprehensive, with 2 objectives:
100 tasks. They're focused on testing across a wider range of use cases that reflect how to actually use always-on agents in tools like @KiloClaw.
Improved UI/UX. They want to build a world-class experience with better filtering, model landing pages, and variance tracking, to make results easier to understand and compare.
The contribution window is open now through April 15th.
OSS FTW!


Replies
Most benchmarks measure intelligence. PinchBench measures whether the task actually got done. That's the right question.
S/O to @realolearycrew and the @Kilo Code / @KiloClaw team!