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agentscope-ai/PawBench

A benchmark for evaluating LLM × harness performance.

#LLM evaluation
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Python
119
22
6 contributors
Apache License 2.0
website
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How fast agentscope-ai/PawBench 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

Aug 24 – Oct 21, 2026

Stars +20 in 59 days

0123
3

Forks +7 in 59 days

012
2

Merged PRs 0 in 59 days

01

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

Not in the Trendshift top 25 in this period

Aug 24Sep 1Sep 9Sep 17Sep 25Oct 3Oct 11Oct 19
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
Mon, Aug 24, 2026+0+20
Tue, Aug 25, 2026+3+00
Wed, Aug 26, 2026+1+00
Thu, Aug 27, 2026+1+00
Fri, Aug 28, 2026+1+10
Sat, Aug 29, 2026+0+00
Sun, Aug 30, 2026+0+00
Mon, Aug 31, 2026+0+00
Tue, Sep 1, 2026+1+10
Wed, Sep 2, 2026+0+00
Thu, Sep 3, 2026+0+00
Fri, Sep 4, 2026+3+00
Sat, Sep 5, 2026+0+00
Sun, Sep 6, 2026+0+00
Mon, Sep 7, 2026+0+00
Tue, Sep 8, 2026+0+00
Wed, Sep 9, 2026+0+00
Thu, Sep 10, 2026+0+00
Fri, Sep 11, 2026+0+10
Sat, Sep 12, 2026+0+00
Sun, Sep 13, 2026+0+00
Mon, Sep 14, 2026+0+00
Tue, Sep 15, 2026+0+00
Wed, Sep 16, 2026+0+10
Thu, Sep 17, 2026+0+00
Fri, Sep 18, 2026+0+00
Sat, Sep 19, 2026+0+00
Sun, Sep 20, 2026+0+00
Mon, Sep 21, 2026+0+00
Tue, Sep 22, 2026+2+00
Wed, Sep 23, 2026+0+00
Thu, Sep 24, 2026+0+00
Fri, Sep 25, 2026+0+00
Sat, Sep 26, 2026+0+00
Sun, Sep 27, 2026+0+00
Mon, Sep 28, 2026+0+00
Tue, Sep 29, 2026+0+00
Wed, Sep 30, 2026+0+10
Thu, Oct 1, 2026+0+00
Fri, Oct 2, 2026+1+00
Sat, Oct 3, 2026+1+00
Sun, Oct 4, 2026+1+00
Mon, Oct 5, 2026+0+00
Tue, Oct 6, 2026+1+00
Wed, Oct 7, 2026+0+00
Thu, Oct 8, 2026+2+00
Fri, Oct 9, 2026+0+00
Sat, Oct 10, 2026+1+00
Sun, Oct 11, 2026+0+00
Mon, Oct 12, 2026+0+00
Tue, Oct 13, 2026+0+00
Wed, Oct 14, 2026+0+00
Thu, Oct 15, 2026+0+00
Fri, Oct 16, 2026+0+00
Sat, Oct 17, 2026+0+00
Sun, Oct 18, 2026+0+00
Mon, Oct 19, 2026+0+00
Tue, Oct 20, 2026+1+00
Wed, Oct 21, 2026+0+00
Total+20+70
  • 1#1 on the list
  • 7Rank that day
  • Not trending

Social mentions

Recent discussions about this repository across the web
  1. Jun 91 post
    • So how should you build a harness? PawBench distills 4 principles: > Inform Fully — tell the model where cwd, workspace, outputs, and SKILL.md live > Equip on Demand — match the toolset to the…

      Read full on X, posted by @agentscope_ai

      @agentscope_ai · x.com

  2. Jun 81 post
    • 🤖 PawBench ⭐ 48 stars LLMs can chat, but how well do they handle a control harness? Put your AI agents to the test with this precision performance benchmark. 🔗 #AI #MachineLearning

      Read full on X, posted by @Marco_Ramilli

      @Marco_Ramilli · x.com

  3. Jun 51 post
    • 阿里通义实验室推出智能体评测基准 PawBench v1.0,首次将底座模型与运行框架纳入统一评测体系。评测针对 9 个大模型与 Hermes、OpenClaw、QwenPaw 三款框架进行交叉测试,包含 150 道真实任务与 4050 个测试单元。 结果表明,运行框架的设计直接决定了智能体能力是否能稳定落地。在模型相同的情况下,三款框架存在明显的性能极差,QwenPaw 得分…

      Read full on X, posted by @0xLogicrw

      @0xLogicrw · x.com