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Category
Developer Tools
Type
TOOL
Date

About

Tests whether models can write working PyTorch code for unfamiliar, well-specified machine-learning problems under a fixed compute budget. Scores come from a non-agentic setup, so agent results are not comparable.

Why it made the leaderboard

Compare the task, benchmark version, harness, and grading method before using model scores to choose a model.

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benchmarkevaluation

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Editorially curated, with community endorsements as a secondary signal. Corrections welcome.