# OpenRouter reports 4× fewer invalid tool calls in its new router beta

> Original title: Real world, not just benchmarks.

- Source: OpenRouter
- Published: 2026-11-06T16:20:19.000Z
- Bad Influence: https://badinfluence.news/items/mo6c1uzmv5cd5hjocabhhxvwb
- Original: https://x.com/OpenRouter/status/2118740269302759597

## Summary

OpenRouter says its router beta showed 4× fewer invalid tool calls, a 50% reduction in cut-off agentic responses, and 3× lower latency than the previous router. The company says built-in feedback loops will improve the router as more people use OpenRouter.

## Post

Real world, not just benchmarks.

In our beta, we observed 4× lower invalid tool calls, a 50% reduction in cut off agentic responses, and 3x lower latency vs the previous router.

With built-in feedback loops, the more people who use OpenRouter, the better it will get.