Evidently AI
Open-source ML and LLM evaluation with 100+ built-in metrics and CI/CD integration
Evidently AI is an open-source framework for evaluating and monitoring ML models and LLM applications. It provides 100+ built-in metrics for data quality, model performance, and LLM output evaluation. Supports declarative testing in CI/CD pipelines and offers a dashboard for tracking metrics over time. Works with any ML framework.
Pricing: Free
Resources
Evidently AI Alternatives
Explore 45 products in the Observability & Analytics category. View all Evidently AI alternatives.
RAGAS
Open-source evaluation and testing framework for LLM and RAG applications
Guardrails AI
Open-source framework for adding input and output validators around LLM calls
NeMo Guardrails
NVIDIA toolkit for adding programmable guardrails to LLM conversational apps
Presidio
Microsoft open-source SDK for detecting and anonymizing PII in text and images
Work on Evidently AI? Feature it at the top of Observability & Analytics.
Is your product missing?