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SPECIFICTION
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HarmBench vs TruLens

HarmBench

github.com

TruLens

trulens.org

Side by side

FigureHarmBenchTruLens
Price from—Free
Free plan—Yes
Free trial——
Open source—Yes
LinuxYes—
APIYesYes
Self-hostedYesYes
Plans published02
Spec score · LLM Evaluation Tools7.2 (#21)7.9 (#9)
InstallationThe README instructs users to clone the repository, install requirements with pip, and download the en_core_web_sm spaCy model.The documented installation uses Conda with Python 3, followed by pip install trulens; source development uses the GitHub repository and editable installation.
PurposeHarmBench is an open-source framework for evaluating automated red teaming methods and LLM attacks and defenses.TruLens evaluates and traces AI agents to help find failures and reduce costs while maintaining quality.
SupportThe repository documentation invites users to submit a pull request for support for another cluster manager.The getting-started documentation points users to a community Slack.

Plans

HarmBench

No plans published.

HarmBench pricing →

TruLens

  • Open sourceFree
  • Open-source TruLens libraryFree

TruLens pricing →

In their own words

HarmBench

HarmBench has no write-up on Specifiction yet; its figures are above.

Visit github.com

TruLens

TruLens has no write-up on Specifiction yet; its figures are above.

Visit trulens.org