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SPECIFICTION
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EvalPlus vs TruLens

EvalPlus

github.com

TruLens

trulens.org

Side by side

FigureEvalPlusTruLens
Price from—Free
Free plan—Yes
Free trial——
Open source—Yes
LinuxYes—
APIYesYes
Self-hostedYesYes
Plans published02
Spec score · LLM Evaluation Tools7.3 (#20)7.9 (#9)
InstallationEvalPlus can be installed from its GitHub repository or as a stable release using pip.The documented installation uses Conda with Python 3, followed by pip install trulens; source development uses the GitHub repository and editable installation.
PurposeEvalPlus is a framework for rigorously evaluating large language models on code related tasks.TruLens evaluates and traces AI agents to help find failures and reduce costs while maintaining quality.
SecurityThe README describes Docker-based code execution as safe code execution.TruLens documentation describes Snowflake connector authentication with browser-based SSO, key-pair authentication, OAuth tokens, and existing Snowpark sessions.

Plans

EvalPlus

No plans published.

EvalPlus pricing →

TruLens

  • Open sourceFree
  • Open-source TruLens libraryFree

TruLens pricing →

In their own words

EvalPlus

EvalPlus 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