Evidently AI

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About

Evidently AI is ranked #7 of 29 in AI LLM evaluation tools on Inferse. It runs on API, Linux, macOS, Self-hosted, Web, Windows. There is a free plan. A free trial is offered. Paid plans start at $80/mo.

Compared on AI LLM evaluation tools

Free plan: Yesevidentlyai.com

Facts

Purpose: Evidently evaluates, tests, and monitors LLMs, RAG applications, AI agents, and machine-learning models.evidentlyai.com · 1 Oct 2026
Open source: The Evidently framework is fully open-source under the Apache 2.0 license.evidentlyai.com · 1 Oct 2026
Metrics: The Python library provides more than 100 evaluation metrics.docs.evidentlyai.com · 1 Oct 2026
Automated evaluation: Automated evaluations measure AI output quality, safety, and reliability and can run in pipelines with visual reports.evidentlyai.com · 1 Oct 2026
Synthetic data: Evidently can create realistic, edge-case, or adversarial inputs tailored to a use case.evidentlyai.com · 1 Oct 2026
Continuous monitoring: A live dashboard tracks evaluation results and quality checks to catch drift, regressions, and emerging risks.evidentlyai.com · 1 Oct 2026
Predictive ML: Predictive ML workflows include built-in metrics for performance, data drift, and data quality.evidentlyai.com · 1 Oct 2026
Platform capabilities: The platform includes tracing, storage for AI application data and evaluation runs, test-dataset management, and dashboards.docs.evidentlyai.com · 1 Oct 2026
Red teaming: Adversarial testing targets jailbreaks, prompt injections, data leaks, harmful content, and prompt leakage.evidentlyai.com · 1 Oct 2026
Integrations: Evidently Cloud can send monitoring alerts to Slack, Discord, and email.docs-old.evidentlyai.com · 1 Oct 2026
Support: The open-source offering provides community support through Discord and documentation, while Pro provides email support and Enterprise provides premium support.evidentlyai.com · 1 Oct 2026
Privacy and security: Evidently AI says it uses reasonable steps to keep personal data secure and transfers data only where adequate controls are in place.evidentlyai.com · 1 Oct 2026
Enterprise trial: The pricing FAQ says a trial is available for the self-hosted enterprise version by contacting Evidently.evidentlyai.com · 1 Oct 2026