Alternatives to Galileo
30 tools that compete with or replace Galileo. Ranked by direct product-type match — not generic category overlap.
Galileo AI Evals
AI observability and eval engineering platform that turns offline evals into production guardrails.
Arize Phoenix
Open-source LLM agent observability with tracing, evals, and experiments
Opik (Comet)
Free, open-source AI observability and evals for debugging agents
Confident AI
Enterprise LLM evaluation, observability, and red teaming in one platform.
Fiddler AI
Enterprise AI control plane for observability, guardrails, and governance of agentic AI.
Evidently AI
Open-source AI evaluation and observability for LLMs, RAG, agents, and predictive ML.
ActiveFence
Enterprise AI red-teaming and runtime guardrails for GenAI apps, agents, and models—from build to production.
Braintrust
Active observability for AI agents: trace, evaluate, and discover patterns at scale.
Langfuse Prompt Experiments
Open-source LLM observability and prompt management for AI engineering teams.
Honeycomb Query Assistant
Turn plain English into production-ready Honeycomb queries for faster debugging.
Opencompass
Open-source LLM & VLM evaluation platform for standardized benchmarking
Tokentelemetry
Free local observability for AI coding agents — tokens, cost & traces on your machine.
Frequently asked questions
What are the best alternatives to Galileo?
We currently list 30 alternatives to Galileo: Galileo AI Evals, Arize Phoenix, Comet, Opik (Comet), Dash0. Each is ranked by direct product-type match rather than generic category overlap.
How do you choose which Galileo 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.