> For the complete documentation index, see [llms.txt](https://karini-ai.gitbook.io/karini-ai-documentation/llms.txt). Markdown versions of documentation pages are available by appending `.md` to page URLs; this page is available as [Markdown](https://karini-ai.gitbook.io/karini-ai-documentation/prompt-management/prompt-and-agent-evaluation.md).

# Prompt and Agent Evaluation

**Karini AI's Evaluation** feature provides a robust framework for testing and measuring the performance of your prompts and agents through automated, data-driven assessment. It enables builders to validate existing prompts against datasets using multiple metrics, analyze results through detailed analytics, and compare versions to ensure quality, consistency, and reduced hallucinations before production deployment. This systematic evaluation capability transforms development workflows by supporting continuous optimization of both standard prompts and agentic prompts through comprehensive testing and performance analysis.