Many open-source LLM providers degrade model intelligence to cut costs... Leading to up to a 10-percentage-point drop in intelligence on benchmarks likeAider . That's equivalent to regressing Claude by two generations.
We run the original model weights exactly as the open-source labs intended:
We builtSynbad, an open-source evaluation suite sourced from critical bugs encountered by coding agents like Claude Code, Crush, OpenCode, and more.
100%
Pass rate across tested models.
As low as 66%
Pass rates on the same tests.
These bugs aren't theoretical: they're sourced from real bugs coding agent users encountered in our 500+ person Discord. Coding agents work better on Synthetic.
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