CalibratedDecisions.

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snap-vs-jev-swe

Reproducible benchmark of fast decision models (SubQ Snap, TypeSafe Jev and three open models) on software-engineering tasks: SWE-bench Verified file…

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From the repository

Reproducible benchmark of fast AI decision models (SubQ Snap, TypeSafe Jev, open models) on software-engineering tasks: SWE-bench Verified file localization, long context, option order

benchmarkdecision-modelsllmsubqswe-benchtypesafe

How builders describe it

Reproducible benchmark of fast decision models (SubQ Snap, TypeSafe Jev and three open models) on software-engineering tasks: SWE-bench Verified file localization, long context and option-order sensitivity.

The decision Jev makes

Benchmark questions with known answers, to check accuracy and confidence.

Where it fits

Head-to-head tests, calibration studies and independent research into how well Jev decides, how fast, and at what cost. All 682 benchmarks & research projects →

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