Evidently AI Alternatives
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.
Explore 31 alternatives to Evidently AI across 1 category. Each tool listed below shares at least one category with Evidently AI.
Top Evidently AI alternatives at a glance
- DeepEval. Open-source LLM evaluation framework with 50+ metrics for testing agents, RAG, and chatbots
- Ragas. Open-source evaluation and testing framework for LLM and RAG applications
- Future AGI. Open-source platform for testing, monitoring, and improving AI agents with tracing, evals, guardrails, and gateway
- Rhesis AI. Open-source testing platform for LLM and agentic applications. Test generation, adversarial probing, and regression t...
- Galileo. AI evaluation and observability platform with hallucination detection and real-time guardrails
📊 Observability & Analytics
Future AGI
Open-source platform for testing, monitoring, and improving AI agents with tracing, evals, guardrails, and gateway
Braintrust
Stop building AI in the dark.
Comet Opik
Comet provides an end-to-end model evaluation platform for AI developers.
Agenta
Open-source prompt management, evaluation, and observability for LLM apps
Frequently asked questions
What are the best alternatives to Evidently AI?
Based on category overlap and popularity, the top alternatives to Evidently AI include: DeepEval (Open-source LLM evaluation framework with 50+ metrics for testing agents, RAG...); Ragas (Open-source evaluation and testing framework for LLM and RAG applications); Future AGI (Open-source platform for testing, monitoring, and improving AI agents with tr...); Rhesis AI (Open-source testing platform for LLM and agentic applications. Test generatio...); Galileo (AI evaluation and observability platform with hallucination detection and rea...). See all 31 alternatives compared on this page.
Is there a free alternative to Evidently AI?
Yes. 27 alternatives to Evidently AI offer a free tier or free trial: DeepEval, Future AGI, Rhesis AI, Galileo, Giskard, Cekura, and more. Use the comparison above to find the best fit for your use case.
Are there open-source alternatives to Evidently AI?
Yes. 14 open-source alternatives to Evidently AI are listed here: DeepEval, Ragas, Future AGI, Rhesis AI, Giskard, Langfuse, and more. Open-source tools can be self-hosted for full control over data and infrastructure.
What is Evidently AI?
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... See 31 alternatives to Evidently AI across 1 category.
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