the30top

Evidently AI

by Evidently AI

Open-source AI evaluation and observability framework to test and monitor LLMs, RAG apps, AI agents and ML models.

Starting priceContact for pricing
DeploymentOpen source
Free trialNo
Company sizeStartups to enterprise

About

Open-source AI evaluation and observability framework to test and monitor LLMs, RAG apps, AI agents and ML models.

Evidently AI is an open-source evaluation and observability framework for testing LLMs, RAG applications, multi-agent workflows and machine learning models. It helps teams check that AI is production-ready by measuring output quality, safety and reliability.

The library ships with more than 100 built-in metrics covering hallucinations, factuality, PII detection, retrieval quality, toxicity and tone, and supports custom evals built from prompts, models or rules. Synthetic data generation and a live monitoring dashboard help catch drift, regressions and emerging risks.

Key features

Automated evaluation of LLM output; 100+ built-in metrics; Custom evals with any prompt, model or rule; Synthetic data generation; Continuous monitoring dashboard; Hallucination and factuality checks; PII detection; Data drift and data quality metrics for ML models

Product details

Vendor

Evidently AI

Category

AI Agent Observability & Evals

Starting price

Contact for pricing

Free trial

No

Deployment

Open source

Company size

Startups to enterprise

Pricing

Contact for pricingNo free trial
Visit website for full pricing details

Similar software