AI Models

Galileo AI

Unstructured data evaluation for LLM and ML applications

Visit Galileo AI
★4.4ratingPricing · FreemiumHot
The FalcoScan Intel PanelGalileo AI · AI Models
Data updated 2 November 2026
Opportunity
Moderate
Band
Saturation
Open
Band
Wrapper risk
Low
Band
Momentum
Hot
Market trend
Rating
4.4
of 5 · FalcoScan rating

AI Models AI has a narrow moat on average, from the moat scores of its rated products. What protects AI Models AI tools, and the widest moats

The Brief

What Galileo AI does

Galileo is an AI observability and evaluation platform for teams building GenAI applications and agents. The page says it helps teams evaluate, monitor, and protect those systems at enterprise scale. Named components include dataset capture from synthetic, development, and production data with subject matter expert annotation, metric auto-tuning from feedback, Luna-2 small evaluation models, Signals for identifying agent failure modes, and Galileo Protect for guardrail policies. The page cites 20-plus out-of-box evals for RAG, agents, safety, and security, plus custom evals. It lists an MCP server. Deployment options are SaaS, Virtual Private Cloud, and On-Premises. The page does not give an integrations list or pricing tiers; it links to a pricing page.

How Galileo AI compares with its closest alternatives

All 5 closest alternatives have a free plan, as Galileo AI does. All 5 offer an API, as Galileo AI does. Galileo AI offers a web app. Of the alternatives, all 5 offer a web app. Galileo AI was founded in 2021; the alternatives were founded between 2017 and 2023, 2 of them earlier. The alternatives with a known headquarters are in the United States and Israel.

Market position · AI Models

How Galileo AI compares in AI Models

Galileo AI has moderate opportunity and sits in the bottom third of 455 live AI Models tools on FalcoScan. Across AI Models, the average opportunity score is 74.6 and the average saturation score 30.5. FalcoScan rates Galileo AI's own market position as open. 200 of the 455 operating AI Models tools have hot momentum, and FalcoScan has recorded 13 shutdowns in the category.

Galileo AI compared with its closest alternatives
ProductOpportunitySaturationPricingPricing fromFree planAPIPlatformsMomentum
Galileo AIFounded 2021ModerateOpenFreemium—YesYesWebHot
Weights and Biases AIFounded 2017 · San Francisco, United StatesHighOpenFreemium—YesYesWebHot
LangSmithFounded 2023 · San Francisco, United StatesHighContestedFreemium—YesYesWebHot
LangfuseFounded 2023 · San Francisco, United StatesHighOpenFreemium—YesYesWeb, DesktopHot
Arize AIFounded 2020 · Berkeley, United StatesHighContestedFreemium—YesYesWebHot
TraceloopFounded 2023 · Tel Aviv, IsraelModerateOpenFreemium—YesYesWebHot

Exact opportunity and saturation scores for all 6 of these, and where each ranks in AI Models.

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What it ships with

Capabilities & who uses it

The capabilities Galileo AI exposes to builders and the verticals it currently serves.

AI Capabilities
Anomaly DetectionData Quality Analysis
Industry Verticals
Technology
Tagged

Galileo AI shows up when builders search for these

data-qualityevaluationerror-analysislabelingml-ops
Similar tools · AI Models

Alternatives to Galileo AI

Products still running that do the same job, from the ai models market and related ones, closest match first.

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Weights and Biases AI

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LangSmith

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Arize AI

ML observability platform for model monitoring and debugging

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Traceloop

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★ 4.5Opportunity Moderate
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Helicone

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Questions

Galileo AI: common questions

Is Galileo AI free?

Galileo AI has a free tier, with paid plans.

What are the best alternatives to Galileo AI?

The closest alternatives to Galileo AI that are still running, matched on the AI capabilities, uses and audience they share, are Weights and Biases AI, LangSmith, Langfuse, Arize AI, and Traceloop.

Is Galileo AI still running?

Yes. As of 2 November 2026, FalcoScan lists Galileo AI as operating at galileo.ai.

Does Galileo AI have an API?

Yes. Galileo AI offers an API.

Who is Galileo AI for?

Galileo AI is built for ML engineers and data teams.

How do I sign in to Galileo AI?

Sign in on Galileo AI's own website, galileo.ai. FalcoScan reviews Galileo AI but does not run its accounts, so logins, passwords and billing are handled by Galileo AI directly.

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