jev-column-race

Jev vs Gemini 3.

What it does

Jev vs Gemini 3.8 Flash: labelling 1,000 app reviews, 4.1× faster and 7× cheaper. Numbers, harnesses, and comparisons you can rerun on your hardware instead of trusting a screenshot. Tags in the wild: benchmarks.

Skim the repo for setup, then open the demo when you want proof before you merge anything.

Jev vs Gemini 3. Listed under Benchmarks in Jev Directory so you can compare repos, demos, and maintenance signals fast. Grab the repo for install steps, env vars, and recent commits. Open the demo when you want proof before you npm install anything.

Harnesses and replicas for latency, calibration, and head-to-head baselines. Common tags: benchmarks.

Related products

Hand-picked neighbors with rich profiles or overlapping tags.

BenchmarksPython4,785

DemoFeatured

SemIf

Semantic ifs on a home 3090: open models doing structured branches without pretending to be TypeSafe.

benchmarksopen-sourceself-hosted

Details Demo

BenchmarksPython851

Featured

jevlike

Train a small model that chooses among a changing list of text options, one probability per option in a single pass.

by @hhkkmon

benchmarksgame

Details

BenchmarksTypeScript31

Demo

typesafe-ai-benchmark

A gateway-shaped benchmark rig that speaks structured System One, useful when you need apples-to-apples latency stories.

by @iamMrDuncan

benchmarkseval

Details Demo

BenchmarksPython19

mini-jev

Mini-Jev: what a Jev-style typed-decision interface looks like on a frozen Qwen3-4B, read the option letter's logits instead of generating JSON.

benchmarks

Details