Galileo AI

Galileo

AI observability and evaluation platform that turns offline testing into live production guardrails.

Quick facts

• Category: AI Tools / Analytics
• Pricing: Free Trial / Paid
• Best for: AI engineers, ML teams, enterprise developers
• Platform: Web
• Affiliate: No

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What it does

Galileo helps teams capture data, run precise AI evaluations, and turn those insights into automated guardrails that keep AI systems reliable and safe in production.

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Best for

• Preventing AI failures in live environments
• Monitoring agent and LLM behavior
• Scaling evaluation and guardrail workflows across AI projects

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Key features

• Capture groundtruth from synthetic, dev, and production data
• Build accurate, auto-tuned evaluations (RAG, agents, safety, security)
• Transform evaluations into Luna models for low-latency monitoring
• Insights engine identifies failure modes and prescribes fixes
• Supports SaaS, VPC, and on-prem deployments
• Enterprise-grade observability and compliance

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Pros & Cons

Pros

• End-to-end AI evaluation to guardrail lifecycle
• Reduces hallucinations and failure rates in production
• Trusted by leading enterprises and developers

Cons

• Primarily aimed at teams with ML/AI expertise
• Learning curve for custom evals and guardrails

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Pricing snapshot

• Free plan: No
• Trial: Yes
• Paid: Yes

Notes: Pricing varies based on deployment and usage — confirm on the official website.

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Setup & learning curve

• Setup time: Hours to days depending on dataset and integrations
• Learning curve: Medium to high

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Use this if / Skip this if

Use this if…

• You build and deploy AI agents or LLMs in production
• You need real-time monitoring and automated guardrails

Skip this if…

• You are just experimenting with AI models in isolated environments
• You don’t need production-level evaluation and safety

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Alternatives

Top alternatives

Weights & Biases
Best for ML experiment tracking and model evaluation
https://wandb.ai

ClearlyAI
Best for AI reliability and monitoring at scale
https://clearly.ai

Fiddler AI
Best for AI explainability and model monitoring
https://fiddler.ai

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FAQs

Can Galileo prevent hallucinations in production AI?
Yes, it converts evaluations into guardrails that actively manage agent behavior.

Does Galileo support enterprise deployments?
Yes, it supports SaaS, VPC, and on-premises setups.

Can teams create custom evaluation metrics?
Yes, developers can build domain-specific evaluators and integrate them into the workflow.

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Last updated

Last updated: 2026-02-04