Agents & tool use

RWE-bench (Real World Engineering Bench)

by Xplore

What is RWE-bench (Real World Engineering Bench)? RWE-bench (Real World Engineering Bench) is an agents & tool use eval made by Xplore. Tests frontier models on 20 physical engineering design tasks: mechanical parts in CAD, high-speed PCB routing such as DDR memory interfaces, and aerospace CFD and heat-transfer simulations. Each model works in its vendor's own agent harness with CAD/CAE tools, and every submission is checked by a deterministic verifier that runs physics solvers where needed, with no LLM or human grading. Tasks, verifiers and reference solutions are not public; outside evaluation is by contacting Xplore.

Page last updated 2026-10-18 · Evals Review

Editor note

Tests frontier models on 20 physical engineering design tasks: mechanical parts in CAD, high-speed PCB routing such as DDR memory interfaces, and aerospace CFD and heat-transfer simulations. Each model works in its vendor's own agent harness with CAD/CAE tools, and every submission is checked by a deterministic verifier that runs physics solvers where needed, with no LLM or human grading. Tasks, verifiers and reference solutions are not public; outside evaluation is by contacting Xplore.

What it tests
Whether AI agents can do real mechanical, electrical and aerospace engineering work that passes physics checks.
Original source
xplore.ai/rwe-bench
Last updated
Launched 2026-10-27
License
Not checked yet — see source

Facts come only from the linked source (checked 15–16 Oct 2026). Credit belongs to the creators. We don't score or rank evals: how we review.

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