Alternatives to Evidently AI
30 tools that compete with or replace Evidently AI. Ranked by direct product-type match — not generic category overlap.
Opik (Comet)
Free, open-source AI observability and evals for debugging agents
Arize Phoenix
Open-source LLM agent observability with tracing, evals, and experiments
Opencompass
Open-source LLM & VLM evaluation platform for standardized benchmarking
Langfuse Prompt Experiments
Open-source LLM observability and prompt management for AI engineering teams.
Confident AI
Enterprise LLM evaluation, observability, and red teaming in one platform.
Braintrust
Active observability for AI agents: trace, evaluate, and discover patterns at scale.
Token Monitor
Free open-source desktop widget tracking tokens, cost, and limits across 29+ AI coding tools.
Tokentelemetry
Free local observability for AI coding agents — tokens, cost & traces on your machine.
Galileo AI Evals
AI observability and eval engineering platform that turns offline evals into production guardrails.
Fiddler AI
Enterprise AI control plane for observability, guardrails, and governance of agentic AI.
Neptune.ai
Real-time experiment tracking for frontier AI training, now owned by OpenAI
Frequently asked questions
What are the best alternatives to Evidently AI?
We currently list 30 alternatives to Evidently AI: Langfuse, RAGAS, Opik (Comet), Arize Phoenix, Phoenix. Each is ranked by direct product-type match rather than generic category overlap.
How do you choose which Evidently AI alternatives to show?
Alternatives are ranked by direct product-type match — tools that do the same job — not by shared category tags. Every listed tool is independently re-verified on a continuous cycle.