Evidently

Open source

Open-source framework for analyzing and monitoring ML data and prediction drift.

by Evidently AIOfficial site ↗Source code ↗

Pricing: free
Free tier: true
License: open-source
Open source: Yes

Editorial review

Evidently has not yet been editorially reviewed. User reviews and published field data below are unaffected — we say so rather than implying an editorial verdict.

Facts & attributes

Every value carries its evidence state. “—” means unknown — never a silent default (P-02).

Identity · Taxonomy

Documentation(HTTPS URL): https://docs.evidentlyai.com/Verified
Tags(open-source;cloud-native): ai-evaluation, llm-observability, mlops, data-drift, open-sourceVerification pending

Platform · Deployment

Delivery model(SaaS;self-hosted;desktop;mobile;embedded;managed-cloud;appliance): SaaS, self-hostedVerification pending

Pricing · Licensing

Free plan(true/false): trueVerification pending
License model(proprietary;open-source;source-available;dual-license): open-sourceVerified
Pricing model(free;subscription;usage;seat;asset;transaction;revenue-share;perpetual;custom): freeVerified
Source repository(HTTPS URL): https://github.com/evidentlyai/evidentlyVerified
SPDX license IDs(Apache-2.0;MIT): Apache-2.0Verification pending

Features · Product · Fit

Core capabilities(authoring;automation;analytics): LLM evaluation and testing with 100+ built-in metrics, Data drift and data quality monitoring, Synthetic test data generation, Continuous monitoring with live dashboards, Prompt optimization workflowsVerification pending

Api · Integrations · Ecosystem

API available(true/false): trueVerification pending

Support · Docs · Services

Support channels(email;ticket;chat;phone;community): communityVerified

Audience · Use · Case

Best for(Neutral editorial summary): ML and LLM teams testing, evaluating and monitoring AI quality from notebooks to productionVerification pending
Company-size fit(individual;SMB;mid-market;enterprise): individual, SMB, enterpriseVerification pending
Primary use cases(build;monitor;automate): Evaluating chatbots, RAG applications and AI agents, Monitoring production ML models for drift and quality, AI testing in CI/CD pipelinesVerification pending
Skill level(beginner;intermediate;advanced;specialist): advancedVerification pending

Lifecycle · Versioning

Changelog/release notes(HTTPS URL): https://docs.evidentlyai.com/changelogVerified
Maintenance status(active;maintenance;deprecated;EOL;archived): activeVerified

Vendor · Maintainer

Vendor type(commercial;foundation;community;government;consortium;individual): commercialVerification pending

User reviews

Review policy

No published reviews yet.