CalibratedDecisions.

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ai-elo-ranker

High-speed recursive AI Elo tournament engine powered by Jev and Swiss matchmaking.

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From the repository

High-speed recursive AI Elo tournament engine powered by Jev and Swiss matchmaking

How builders describe it

Tournament engine that ranks texts by pairwise or cohort duels judged with Jev or local open-weight models, using Elo and TrueSkill ratings with a live web dashboard.
A blazing-fast, recursive tournament engine for ranking texts (poems, startup pitches, rap lyrics, cold emails, marketing hooks) using Jev LLM and standard Elo rating mechanics.

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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