🚀 Open-source RAG evaluation and testing with Evidently. New release
Product
LLM Testing Platform
Evaluate LLM quality and safety
RAG Testing
Improve retrieval, cut hallucinations
AI Risk Assessment
Identify AI risks and get a plan
Adversarial Testing
Test AI for threats and edge cases
ML Monitoring
Track data drift and predictive quality
AI Agent Testing
Validate multi-step workflows
Open-Source
Open-source Evidently Python library
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Pricing
Docs
Resources
Blog
Insights on building AI products
LLM benchmarks
100+ LLM benchmarks and datasets
Tutorials
AI observability and MLOps tutorials
ML and LLM system design
500 ML and LLM use cases
Guides
In-depth AI quality and MLOps guides
ML and AI platforms
45+ internal ML and AI platforms
Community
Get support and chat about AI products
Course on LLM evaluations for AI product teams
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GitHub
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AI agent
testing
Test, debug, and optimize your AI agents for reliable, efficient, and safe operations.
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test workflows
From prompt to
final action
Ensure your AI understands, reasons, and responds as expected.Â
If your product involves multi-turn conversations, workflows, tool calls, or external retrieval, we test the entire session, not just single turns.
tests
Simulated
interactions
Use synthetic data to mimic real-world scenarios.
Comprehensive coverage
. Model user sessions, edge cases, and adversarial situations.
Automate test generation
. Use built-in tools to quickly generate diverse, dynamic test cases.
No-code collaboration
. Refine and validate test cases with domain experts.
evals
Evaluate
 workflows
Analyze entire task sequences with configurable session-level LLM judges.
Task completion.
Does the AI successfully achieve its goals?
Decision accuracy.
Are tool calls and choices correct and context-aware?
User experience.
Is the interaction smooth and effective?​
platform
Full-cycle
testing
Run, test, and optimize AI performance.
Interactive debugging
. Find failures and spot patterns.
Regression testing
. Prevent updates from breaking functionality.​
Performance tracking
. Track results and refine workflows and prompts.
Start testing your AI systems today
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