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  5. EEBench
Evaluation & Benchmarksaka Electrical Engineering Bench

EEBench

EEBench is a benchmark built by the atopile team that grades whether AI-generated electronic circuit designs actually work, using deterministic SPICE simulation instead of human judgment.

Ask Melo about this← all terms

Circuits are defined in declarative code (the 'ato' language) rather than a graphical CAD tool, so an agent can build, simulate, and inspect failures without leaving the project. Each task uses real manufacturer parts with datasheet-derived specifications, and grading cuts power, changes component tolerances, and re-runs SPICE simulations to check whether the design survives real-world conditions — not just whether it compiles. As of EEBench V1 (September 2026), it covers analog and digital design through simulation only, not PCB layout, routing, or manufacturing.

Related terms

AI BenchmarkARC-AGI-3Confusion MatrixNVIDIA ACESVending-BenchMATH-500

Where EEBench comes up

  • EEBench: The Benchmark That Grades Whether AI Can Design Circuits
  • GPT-6 Astra Robot Arms Reportedly Beat Fable 5.1 19-to-8, One Commentator Says
  • Vibe Hardware: Astra Designs a DJ Controller From Prompt to Parts