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OpenJudge

Open-source Python evaluation framework with ready-made and custom graders for scoring AI agent quality and producing reward signals.

Harness by agentscope-ai

IndexedApache-2.0★ 888
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pip install py-openjudge

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About

OpenJudge is an open-source evaluation framework for AI applications such as agents and chatbots. It provides ready-made graders, can generate scenario-specific rubrics as graders, runs evaluations at scale, and converts grading results into reward signals for fine-tuning. The README lists agent graders for tool selection, memory, plan feasibility and trajectory, and graders that evaluate agent skill packages.

Use cases: llm-evaluation

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Fact sheet

Languages
PythonREADME
Packages
py-openjudge (pypi)README
Maturity
Betagithub.com

Facts extracted by Claude Haiku 5.5 from the linked sources on Oct 24, 2026. Wrong fact? Tell us.

Alternatives

Frameworks for the same language with a similar way of orchestrating agents.

Signals

Stars
888
Forks
73
Open issues
13
Weekly downloads
231
Last commit
Oct 20, 2026 (10 days ago)
Last release
Feb 12, 2026 (8 months ago)
Last package publish
May 15, 2026 (5 months ago)

From GitHub (fetched Oct 24, 2026) and the package registry.

Details

Packages
pypi py-openjudge
License
Apache-2.0
First seen
Oct 24, 2026
Last checked
Oct 24, 2026

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Cite this page

OpenJudge. Agent Mart. https://agentmart.dev/harnesses/openjudge (last updated 2026-10-24)