GPT 5.6 sol leads AutoCAD-Bench with 46% one-shot success rate
On July 23rd 2026, Dev released a benchmark that measures how well large language models can operate AutoCAD via computer-use.
By Ryan Merket · Published
Primary source: X
Why it matters
AutoCAD‑Bench gives the AI‑agent ecosystem a concrete yardstick for measuring real‑world design competence, a capability that many investors and enterprises are now betting on.
On July 23rd 2026, Dev (@DevvMandal) announced the release of AutoCAD-Bench, a new benchmark designed to assess whether artificial‑intelligence models can complete precise AutoCAD tasks using computer‑use alone. The announcement appeared in a three‑part thread on X, which included a link to the full benchmark report hosted on Markov Studios' research site and a calendar link for follow‑up conversations.…
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