Footer

Your go-to destination for discovering trending open-source projects and uncovering the insights that matter

Legal

  • Terms and conditions
  • Privacy policy

More

  • Pricing
  • Advertise
  • onedump
  • gosnakego
  • Contact us

Social

  • X (Twitter)
  • GitHub
Trendshift owl
What they build speaks louder than words
© 2026 Trendshift, created by Julian Li with ❤️
SignalAdvertise
Trendshift
SignalAdvertise
Sign in
Trendshift owl

Discover trends that matter

DailyWeeklyMonthlyYearly
Live mentionsTopics
RepositoriesDevelopers
InsightsStats
Bifrost
Bifrost
ClawBench
ClawBench

fstandhartinger/jevbench

JevBench by Benchmark Heaven: benchmark and leaderboard for AI decision models, measuring typed decision accuracy, calibration, latency and cost.

#LLM evaluation
Visit GitHub
Python
306
28
1 contributors
MIT License
website
FeaturedAdvertise to 180K+ monthly visitors
Bifrost

Enterprise AI Gateway Built For Scale: Route, Govern, and Secure All Your AI Traffic

ClawBench

a benchmark for personal agents

Momentum

How fast fstandhartinger/jevbench is gaining stars, and where it lands on Trendshift and GitHub Trending

Activity and trending

Stars, forks and merged pull requests each day or month, lined up with the repository's rank on Trendshift Trending

Sep 18 – Oct 24, 2026

Stars +306 in 37 days

02040
35

Forks +28 in 37 days

0246
5

Merged PRs 18 in 37 days

0510
7

Trendshift Trendingwhere the repository ranked each day it made the top 25

Not in the Trendshift top 25 in this period

Sep 18Sep 23Sep 28Oct 3Oct 8Oct 13Oct 18Oct 23
The left and right arrow keys step from day to day; Home and End go to the first and the last

Stars, forks, merged pull requests and Trendshift Trending rank, by day
DayStars gainedForks gainedMerged PRs
Fri, Sep 18, 2026+0+00
Sat, Sep 19, 2026+1+00
Sun, Sep 20, 2026+25+10
Mon, Sep 21, 2026+35+20
Tue, Sep 22, 2026+19+52
Wed, Sep 23, 2026+25+30
Thu, Sep 24, 2026+15+21
Fri, Sep 25, 2026+15+11
Sat, Sep 26, 2026+5+00
Sun, Sep 27, 2026+3+13
Mon, Sep 28, 2026+23+21
Tue, Sep 29, 2026+17+21
Wed, Sep 30, 2026+7+30
Thu, Oct 1, 2026+4+00
Fri, Oct 2, 2026+6+00
Sat, Oct 3, 2026+8+00
Sun, Oct 4, 2026+6+00
Mon, Oct 5, 2026+9+00
Tue, Oct 6, 2026+10+10
Wed, Oct 7, 2026+3+10
Thu, Oct 8, 2026+4+00
Fri, Oct 9, 2026+6+01
Sat, Oct 10, 2026+7+17
Sun, Oct 11, 2026+3+10
Mon, Oct 12, 2026+7+00
Tue, Oct 13, 2026+5+00
Wed, Oct 14, 2026+3+00
Thu, Oct 15, 2026+3+01
Fri, Oct 16, 2026+4+00
Sat, Oct 17, 2026+4+00
Sun, Oct 18, 2026+0+00
Mon, Oct 19, 2026+3+00
Tue, Oct 20, 2026+8+10
Wed, Oct 21, 2026+5+00
Thu, Oct 22, 2026+3+10
Fri, Oct 23, 2026+3+00
Sat, Oct 24, 2026+2+00
Total+306+2818
  • 1#1 on the list
  • 7Rank that day
  • Not trending

Social mentions

Recent discussions about this repository across the web
  1. Oct 71 post

    • Aplomb 1: open-weights 5.3B decision model, 1M context, text/image/video/audio in one request, #1 among 4B models on the Decision Index

      Read full on Reddit

      r/LocalLLM

  2. Oct 64 posts7 posts

    • 3/7 三个数要分开： pmax：模型给获选选项的概率。 choice confidence：该分布有多集中。 校准：预测分数与实际正确频率是否一致。 API结果还会舍入到4位小数。这里只讨论choice；Score评分的confidence另有定义，不能共用公式。

      Read full on X, posted by @EZ_Mulhelix

      @EZ_Mulhelix · x.com

    • Aplomb 1: open-weights 5.3B decision model (Qwen3.5-4B Base), 1M context, text/image/video/audio in one request, #1 among 4B models on the Decision Index

      Read full on Reddit

      r/LangChain

    • Aplomb 1: open-weights 5.3B decision model (Qwen3.5-4B Base), 1M context, text/image/video/audio in one request, #1 among 4B models on the Decision Index

      Read full on Reddit

      r/Qwen_AI

    • Aplomb 1: open-weights 5.3B decision model, 1M context, text/image/video/audio in one request, #1 among 4B models on the Decision Index

      Read full on Reddit

      r/Rag

    • Aplomb 1: open-weights 5.3B decision model, 1M context, text/image/video/audio in one request, #1 among 4B models on the Decision Index

      Read full on Reddit

      r/huggingface

    • Aplomb 1: open-weights 5.3B decision model, 1M context, text/image/video/audio in one request, #1 among 4B models on the Decision Index

      Read full on Reddit

      r/LLMDevs

    • Aplomb 1: open-weights 5.3B decision model, 1M context, text/image/video/audio in one request, #1 among 4B models on the Decision Index

      Read full on Reddit

      r/LocalLLaMA

  3. 7 days earlier
  4. Sep 291 post

    • Mintelica: Mica-v0.1-4B on Intel Arc (B580 + Arc Pro B70)

      Read full on Reddit

      r/LocalLLM

  5. Sep 281 post

    • Who's on top now? JevBench v1.5 is out, and for the first time there's no clear solo #1: Cygnet and Winnow-12B are so close they basically share the top. The original chad Jev lands on 3rd place now.…

      Read full on X, posted by @airesearch12

      @airesearch12 · x.com

You might also like

Repositories close to fstandhartinger/jevbench
FeaturedAdvertise to 180K+ monthly visitors
ClawBench

a benchmark for personal agents

Bifrost

Enterprise AI Gateway Built For Scale: Route, Govern, and Secure All Your AI Traffic

apolinario/decision-index

Python

Decision Index: reproduce the Jev decision-model benchmark suite locally or as one HF Job

77127

dreamers-laboratory/ai-evaluation-framework

JavaScript

Accuracy, latency p95, and cost benchmarking for model-based solutions, with per-field ground-truth scoring.

9548

danielgshea/jev-as-a-judge

Python

Using Jev as an evaluator.

11016

AppitStudio/awesome-jev

Python

Curated Jev resources and runnable examples for typed AI decisions.

10925

kraayenjon/awesome-jev

A curated list of Jev use cases, projects, SDKs, and resources. Jev is TypeSafe AI's System One model for fast, typed decisions in software — Choice, Score, and Noul with calibrated probabilities.

20148

AnotiaWang/awesome-decision-models

Python

A curated list of decision models (System One / typed decision models): hosted APIs, open-weight models, runtimes, SDKs, applications, benchmarks, and papers.

664159

UKGovernmentBEIS/inspect_evals

Python

Collection of evals for Inspect AI

714455

Heman10x-NGU/Verdict-open-jev

Python

Non-autoregressive decision engine on ModernBERT (151M) with calibrated uncertainty (RLCD), TypeSafe AI Jev benchmark audit, and in-browser WebGPU playground

11316

IBM/unitxt

Python

🦄 Unitxt is a Python library for enterprise-grade evaluation of AI performance, offering the world's largest catalog of tools and data for end-to-end AI benchmarking

21570