CalibratedDecisions.

Post · Benchmarks & research

Jev against Laya, a smoke test

Accuracy, calibration, latency and cost per decision, side by side.

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amVT @cruzex100

This is pretty good..

My smoke test earlier:

Accuracy: Jev 0.727
Soft accuracy: Jev 0.580 · Laya 0.471
Calibration (ECE, lower is better): Jev 0.144 · Laya 0.213
Latency: Jev ~710ms · Laya ~30-40ms
Cost per decision: Jev ~$0.0004 (API) · Laya ~$0 (self-hosted)

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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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