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Tools/Galileo/vs Evidently AI
Galileo

Galileo

observability
vs
Evidently AI

Evidently AI

observability

Galileo vs Evidently AI — Comparison

15 integrations5 featuresMerger / Acquisition
Pain: 2/10015 integrations8 featuresSeed
The Bottom Line

Galileo stands out with its powerful data analysis capabilities suited for performance monitoring and user experience enhancements, while Evidently AI attracts users with its offline functionality and ease of integration within DevOps workflows. Galileo boasts a larger company size and funding, but Evidently AI enjoys significant community backing with over 7,420 GitHub stars.

Best for

Galileo is the better choice when the focus is on monitoring application performance, optimizing resource allocation, and enhancing user experience within organizations that benefit from detailed analytics and CI/CD integration.

Best for

Evidently AI is the better choice when privacy, offline capabilities, and open source flexibility are crucial, particularly for small teams needing local AI performance monitoring and testing solutions.

Key Differences

  • 1.Galileo offers a freemium pricing model starting at $0/month, whereas Evidently AI starts at $80/month but is highlighted for allowing local operations for free.
  • 2.Evidently AI maintains over 7,420 GitHub stars, indicating strong community interest, compared to Galileo, which primarily highlights its company and merger/acquisition funding of $68.1M.
  • 3.Galileo integrates with major observability tools like AWS CloudWatch and Datadog, whereas Evidently AI focuses on data storage and monitoring integrations like AWS S3 and Prometheus.
  • 4.Evidently AI uniquely offers offline AI monitoring, giving users enhanced control and privacy, a feature not emphasized in Galileo's predominantly cloud-based solutions.
  • 5.Galileo's company size is about 130 employees, suggesting a larger support structure, while Evidently AI operates with approximately 5 employees, highlighting its startup nature and potential agility.

Verdict

For organizations prioritizing robust analytics and integration capability with established observability tools, Galileo provides a comprehensive, scalable solution. Evidently AI, on the other hand, is ideal for small teams or projects requiring offline functionality and open source transparency. Each tool caters to different organizational needs and team sizes, with Galileo focusing on enterprise features and Evidently AI providing flexibility for tech-savvy users.

Overview
What each tool does and who it's for

Galileo

Galileo

Galileo is praised for its intuitive user interface and powerful data analysis capabilities, which users find significantly enhance their productivity. However, some complaints focus on occasional software bugs and the lack of comprehensive customer support. Users generally feel the pricing is fair for the features offered but suggest that more flexible tier options could cater to a wider range of needs. Overall, the reputation of Galileo is strong, with many considering it a reliable tool despite some areas for improvement.

Evidently AI

Ensure your AI is production-ready. Test LLMs and monitor performance across AI applications, RAG systems, and multi-agent workflows. Built on open-so

"Evidently AI" is highlighted in social mentions as a locally run, free AI tool designed to streamline repetitive tasks such as re-explaining project details, which users find useful. Its main strength is its ability to operate completely offline, enhancing privacy and control for users. Key complaints or detailed criticisms are not prominent in the mentions provided, suggesting either limited exposure or generally positive reception. Overall, the sentiment appears favorable, especially among users looking for a free and local AI assistant solution. Pricing sentiment is positive due to its free usage model.

Key Metrics
—
Mentions (30d)
35
—
GitHub Stars
7,420
—
GitHub Forks
829
Mention Velocity
How discussion volume is trending week-over-week

Galileo

Not enough data

Evidently AI

-88% vs last week
Where People Discuss
Mention distribution across platforms

Galileo

YouTube
100%

Evidently AI

Reddit
95%
YouTube
5%
Community Sentiment
How developers feel about each tool based on mentions and reviews

Galileo

0% positive100% neutral0% negative

Evidently AI

11% positive85% neutral4% negative
Pricing

Galileo

subscription + freemium + tieredFree tier

Pricing found: $0 /month, $0 /month, $100 /month, $100 /month

Evidently AI

subscription + tiered

Pricing found: $80 /month, $10, $1

Use Cases
When to use each tool

Galileo (10)

Monitoring application performanceTracking user engagement metricsAnalyzing system healthIdentifying bottlenecks in workflowsOptimizing resource allocationEnsuring compliance with regulationsImproving incident response timesEnhancing user experience through feedback analysisForecasting system loadIntegrating with CI/CD pipelines

Evidently AI (6)

Monitoring the performance of machine learning models in productionDetecting data drift to ensure model reliabilityAutomating regression tests for model updatesVisualizing model performance metrics over timeIntegrating observability into DevOps workflowsEnsuring compliance with AI safety regulations
Features

Only in Galileo (5)

Solve the AI measurement problemAccelerate your deploymentsTurn complexity into confidenceDeploy how you wantReady to ship with confidence?

Only in Evidently AI (8)

Real-time model performance monitoringData drift detection and alertsAutomated testing of model updatesCustomizable dashboards for visual insightsIntegration with CI/CD pipelinesSupport for multiple model typesVersion control for model performanceUser-friendly interface for non-technical users
Integrations

Shared (1)

Kubernetes

Only in Galileo (14)

AWS CloudWatchGoogle Cloud MonitoringDatadogPrometheusGrafanaSlackJiraPagerDutyNew RelicAzure MonitorSentryElasticsearchGitHubCircleCI

Only in Evidently AI (14)

AWS S3Google Cloud StorageAzure Blob StorageJupyter NotebooksSlack for notificationsGitHub for version controlTableau for data visualizationPrometheus for monitoringGrafana for dashboardingApache Kafka for data streamingTensorFlow for model trainingPyTorch for model trainingMLflow for model managementAirflow for workflow orchestration
Developer Ecosystem
—
GitHub Repos
10
—
GitHub Followers
319
—
HuggingFace Models
2
Pain Points
Top complaints from reviews and social mentions

Galileo

No complaints found

Evidently AI

cost tracking (1)API bill (1)
Top Discussion Keywords
Most mentioned keywords from community discussions

Galileo

No data

Evidently AI

cost tracking (1)API bill (1)
Latest Videos
Recent uploads from official YouTube channels

Galileo

Taming The Claw: A Demo on Governing OpenClaw with Agent Control

Taming The Claw: A Demo on Governing OpenClaw with Agent Control

Apr 8, 2026

Meet Galileo Autotune: From 79% to 95% Eval Accuracy in One Click

Meet Galileo Autotune: From 79% to 95% Eval Accuracy in One Click

Apr 2, 2026

Meet Agent Control: Centralized Governance for Every Agent in Your Stack

Meet Agent Control: Centralized Governance for Every Agent in Your Stack

Mar 25, 2026

Agent Control Walk-Through: Open-Source Control Plane for AI Agents

Agent Control Walk-Through: Open-Source Control Plane for AI Agents

Mar 11, 2026

Evidently AI

Open-source LLM tracing, evals and prompt optimization with Evidently

Open-source LLM tracing, evals and prompt optimization with Evidently

Nov 27, 2025

8. Tutorial: Adversarial testing for LLM applications

8. Tutorial: Adversarial testing for LLM applications

May 25, 2025

7. Tutorial: Building and evaluating an AI agent

7. Tutorial: Building and evaluating an AI agent

May 22, 2025

6.2. Tutorial: Building and evaluating a RAG system

6.2. Tutorial: Building and evaluating a RAG system

May 21, 2025

Product Screenshots

Galileo

Galileo screenshot 1

Evidently AI

Evidently AI screenshot 1Evidently AI screenshot 2Evidently AI screenshot 3Evidently AI screenshot 4
What People Talk About
Most discussed topics from community mentions

Galileo

Evidently AI

model selection19
open source15
api15
support14
streaming13
accuracy12
deployment11
agents11
Top Community Mentions
Highest-engagement mentions from the community

Galileo

Galileo AI

Galileo AI

YouTubeneutral source

Evidently AI

Evidently AI AI

Evidently AI AI

YouTubeneutral source
Company Intel
information technology & services
Industry
information technology & services
130
Employees
5
$68.1M
Funding
$0.1M
Merger / Acquisition
Stage
Seed
Supported Languages & Categories

Shared (3)

AI/MLDevOpsAnalytics

Only in Galileo (2)

SecuritySaaS

Only in Evidently AI (1)

Developer Tools
Frequently Asked Questions
Is Galileo or Evidently AI better for a DevOps workflow?▼

Evidently AI is better suited for DevOps workflows due to its seamless integration with continuous integration/continuous deployment (CI/CD) pipelines and focus on real-time model monitoring.

How does Galileo pricing compare to Evidently AI?▼

Galileo offers a freemium model starting at $0/month, suitable for small-scale applications, while Evidently AI has a higher entry cost but justifies it with free offline capabilities.

Which has better community support, Galileo or Evidently AI?▼

Evidently AI likely benefits from stronger community engagement, evidenced by its 7,420 GitHub stars, indicative of its open source model fostering developer collaboration.

Can Galileo and Evidently AI be used together?▼

Yes, they can be used together, with Galileo handling application performance monitoring and Evidently AI focusing on AI model observability and privacy enhancements.

Which is easier to get started with, Galileo or Evidently AI?▼

Galileo offers a more intuitive user interface making it easier to get started for general users, while Evidently AI may require more technical setup but offers immense open-source flexibility.

View Galileo Profile View Evidently AI Profile