Can Your LLM Route a Board?

EEBench, a new benchmark for AI circuit design, uses atopile's declarative code interface to test whether models can produce functional circuits. Claude Opus 5 leads at 61.6%, with OpenAI's models trailing at 39–42%. The benchmark reveals a specific failure mode: designs that pass nominal simulation fail when real component tolerances are applied.

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