Frontier models asked to design production-grade CAD assemblies, graded on geometry, editability and manufacturability. Multiple task families, multiple graded tasks.

Snapshot of September 16, 2026

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Score matrix

The families shown are a sample of the benchmark's task families. A cell is the mean of every graded rollout the model completed in that task family, with the sample standard deviation over those rollouts. A dash is a model with no completed rollout in that family: its runs failed to finish. A score of 60% or above is a pass.

Score frontier

Score against cost

The x axis prices those tokens at each provider's published list rate as of September 2026.