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judge-bench

PyPI·Infrastructure

judge-bench is an open-source package that provides synthetic bias and calibration probes for evaluating the reliability of LLMs acting as judges. It supports researchers in testing and analyzing model bias and calibration.

Open SourceMIT
CLISelf-hosted
J
Visit PyPI↗

Overview

4 features

judge-bench is a LLM eval & observability product. It enables systematic testing of LLM-as-judge reliability by generating synthetic bias and calibration probes. It is built as an open-source project for AI evaluation researchers and developers. judge-bench is open source under the MIT license. The product ships for the command line, and it can be self-hosted.

auraoneai builds and maintains judge-bench, and the product first shipped in 2026. Development happens publicly on GitHub with 13 commits in the last 90 days. Key capabilities include bias probes, calibration probes, and LLM-as-judge testing.

  • ✓Bias probes
  • ✓Calibration probes
  • ✓LLM-as-judge testing
  • ✓Synthetic data generation

Tags

llm-as-judgebias-probescalibration-testingmodel-evaluation

AI capabilities

Weights: Open

Built with & integrations

Runs on
CLISelf-hosted

Trust & compliance

LicenseMIT
Verified signals
✓ HTTPS✓ Open Source✓ Free tier✓ GitHub✓ Active maintenance

Recent events

Latest indexed changes and source events

  1. IndexedJul 13, 11:00 PM

    judge-bench verified by the PulseGate indexer

    Source: PulseGate indexerOpen ↗

Frequently asked questions about judge-bench

What does judge-bench do?
Judge-bench enables systematic testing of LLM-as-judge reliability by generating synthetic bias and calibration probes. It is catalogued under LLM eval & observability on PulseGate.
Who is judge-bench for?
judge-bench is an open-source project built for AI evaluation researchers and developers.
Is judge-bench free?
Yes — judge-bench is open source under the MIT license and free to use.
What platforms does judge-bench run on?
judge-bench runs on the command line. It can also be self-hosted.
Is judge-bench still maintained?
PulseGate's liveness checks currently classify judge-bench as active. The GitHub repository shows 13 commits in the last 90 days.
What are alternatives to judge-bench?
Similar tools tracked by PulseGate include judgegate, porchbench, and Judgekit.judgegateporchbenchJudgekit
Who makes judge-bench?
judge-bench is developed by auraoneai.
When did judge-bench launch?
judge-bench first shipped in 2026.

At a glance

Platforms
Cli
Languages
English
Open source
Yes (GitHub)
License
MIT
First seen
Jul 14, 2026
Activity
🟢 Active
Status
🟢 Active
Built for
AI evaluation researchers and developers
Model
Open source
Solves
Enables systematic testing of LLM-as-judge reliability by generating synthetic bias and calibration probes.

Developer

auraoneai
Small team
↗ GitHub

Open source

View on GitHub →
⭐ Stars
0
🍴 Forks
0
Open issues
0
Last commit
1w ago
Commits 90d
13
Contributors
2
Authorship
Small team
Default branch
main
Latest release
v0.1.2 · 1w ago

Live coverage

Confidence
Low · 64
Indexed
Jul 13, 2026
Lifecycle
Alive
Activity
Active
First seen
Jul 2026
Last seen
1w ago
Identity audit (9)
Entity ID
cmrjttfbz07szwzy6d8pfxe5r
Slug
judge-bench-pypi-org
Verification state
Indexed for public listing
Claim / listing state
Unclaimed · listed: yes
Index status
Included in index
Latest evidence snapshot
Jul 14, 2026
Timeline basis
Indexed-at chronology (no inferred launch/funding milestones).
Last updated
Jul 14, 2026
Canonical URL
https://pypi.org/project/judge-bench

Similar apps

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  • judgegate
    pypi.org
  • porchbench
    pypi.org
  • Judgekit
    lyuata.com
  • BenchLLM
    benchllm.com
  • BenchLoop
    bench-loop.com
  • OpenJudge
    openjudge.me