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debatebench

PyPIInfrastructure

PulseGate's liveness check found it on 17 Sep 2026; it is registered on GitHub and PyPI and has been in the index since 17 Sep 2026. How this is checked

debatebench is an MIT-licensed Python package and CLI for running structured, multi-turn adversarial debates between language models. It scores debate outcomes against a fixed rubric for researchers and developers building or evaluating LLM systems.

Inferred · not functionally tested

Open SourceMITCLISelf-hosted
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Overview

5 features

Purpose: Evaluating the quality and performance of adversarial multi-turn LLM debates against a consistent rubric.

Inferred · not functionally tested

Audience: AI researchers and developers evaluating language models

Inferred · not functionally tested

Functions: analytics

Inferred · not functionally tested

Interfaces: API: unknown · MCP: unknown · CLI: indicated (inferred, not tested) · Self-hosting: indicated (inferred, not tested)

Recorded constraints: pricing: open_source · license: MIT · platforms: CLI · deployment: cli, self_hosted

Constraint provenance is unknown; confirm requirements with the publisher.

Record sources: pypi.org · github.com. These links do not verify the individual claims.

debatebench is a LLM evaluation & benchmarks project. Inferred · not functionally tested: It focuses on evaluating the quality and performance of adversarial multi-turn LLM debates against a consistent rubric. Inferred · not functionally tested: debatebench is an open-source project aimed at AI researchers and developers evaluating language models. Basis unknown · not verified: debatebench is open source under the MIT license. Basis unknown · not verified: debatebench is available on the command line, and it can be self-hosted.

Behind debatebench is Robert E. Roy, and it first shipped in 2026. The project is developed in the open on GitHub with 100 commits in the last 90 days. Inferred · not functionally tested: Key capabilities include multi-turn debates, adversarial evaluation, and fixed rubric scoring.

Summary written by a language model from the project’s public pages.

Tasks: Inferred · not functionally tested

  • Multi-turn debates
  • Adversarial evaluation
  • Fixed rubric scoring
  • Benchmarking
  • CLI interface

Topics: Inferred · not functionally tested

Tags
llm-benchmarkingadversarial-debatesrubric-scoringmulti-turn-evaluation
AI capabilities
Text

JSON profile · Text profile · Access guide

Built with & integrations

Written with
Claude Code
Runs on
CLISelf-hosted
Written with — evidence
Claude Code
commit addd77519977 · since Sep 2026

Trust & compliance

License
MIT
Public signals
HTTPSOpen SourceGitHubActive maintenance

Indexing history

1

What PulseGate has recorded for this listing

  1. Indexed17 Sep · 09:32 UTC
    debatebench seen via PyPI Fresh Feed
    Source: PyPI Fresh Feed · Open

Frequently asked questions about debatebench

What does debatebench do?
Inferred · not functionally tested: Debatebench focuses on evaluating the quality and performance of adversarial multi-turn LLM debates against a consistent rubric. It is catalogued under LLM evaluation & benchmarks on PulseGate.
Who should use debatebench?
Inferred · not functionally tested: debatebench is an open-source project built for AI researchers and developers evaluating language models.
Is debatebench free?
Basis unknown · not verified: Yes — debatebench is open source under the MIT license and free to use.
What platforms does debatebench run on?
Basis unknown · not verified: debatebench runs on the command line. It can also be self-hosted.
Is debatebench still active?
PulseGate's liveness check found it on 17 Sep 2026. Its GitHub repository shows 100 commits in the last 90 days.
What projects are similar to debatebench?
Similar projects tracked by PulseGate include porchbench, bench-my-llm, and LitigationBench.porchbenchbench-my-llmLitigationBench
Who makes debatebench?
debatebench is developed by Robert E. Roy.
How long has debatebench been around?
debatebench first shipped in 2026.

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