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Benchmarks & research

jev-certify

Turns Jev's probabilities into a routing threshold with a provable bound on how many queries get silently misrouted.

Source screenshot of jev-certify
SOURCE SCREENSHOT · source ↗ · captured 2026-09-24Full screenshot ↗

What it does

It also shows where the bound stops working: Jev returns exactly 1.0 on more than half its answers, and some of those are wrong.

Maker-reported (not independently measured by JevMade): 2,412 journalled Jev decisions costing $0.23 in total · at a 5% risk target Jev settles 84.75% of traffic with a 2.65% error rate among settled queries · 40 labels beat what 254 labels achieve

Primitives
choice, noul
Platform
Python
Added
Project created

Source checked 2026-09-24 — opened the GitHub repository directly.