Keywords AI

Promptfoo vs Sentry

Compare Promptfoo and Sentry side by side. Both are tools in the Observability, Prompts & Evals category.

Quick Comparison

Promptfoo
Promptfoo
Sentry
Sentry
CategoryObservability, Prompts & EvalsObservability, Prompts & Evals
Websitepromptfoo.devsentry.io

About Promptfoo

Promptfoo is an open-source tool for testing and evaluating LLM prompts. It lets developers define test cases, run them against multiple models, compare outputs side-by-side, and catch regressions before deployment. Supports custom scoring functions, red-teaming, and CI/CD integration for automated prompt testing.

About Sentry

Sentry provides runtime error monitoring and performance observability for AI applications. Its LLM monitoring capabilities track model calls, token usage, and latency alongside traditional error tracking. Sentry helps teams catch and debug issues in production AI pipelines with detailed stack traces and context.

What is Observability, Prompts & Evals?

Tools for monitoring LLM applications in production, managing and versioning prompts, and evaluating model outputs. Includes tracing, logging, cost tracking, prompt engineering platforms, automated evaluation frameworks, and human annotation workflows.

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