Galileo AI
AI Observability & Evaluation Platform for GenAI
VS
Replicate
Run AI with API
Popularity
Galileo AI6,051
Replicate10,755
Pricing
FreemiumGalileo AI
FreemiumReplicate
Features
6
Galileo AI
vs
4
Replicate
Our verdict
Replicate is significantly more popular in terms of media coverage and engagement.
Replicate offers an API for integration into your workflows.
Detailed comparison
Criteria
Galileo AI
Replicate
Pricing
Freemium
Freemium
Plans & pricing
—
Free: Free, Paid: Custom
Free trial
—
Yes
Audience
b2b
b2b
Platforms
—
Web, Api, Cli
API
—
Yes
Open Source
—
Open Source
Integrations
—
Zapier, Paths by zapier, Telegram, Google ai studio, Google sheets, Gmail, Openrouter, Google drive, Zapier tables, Buildship, Nextcloud, Weaviate, Langchain, Crowdin, Github, Cloudflare workers
Categories
Data Science, Dev Tools
Data Science, Dev Tools
Popularity
High
Very High
Description
Galileo is an AI observability and evaluation platform designed to empower developers, AI engineers, and eval engineers to improve their AI applications. It provides an end-to-end platform for AI evaluation, observability, and real-time protection for GenAI applications and agents at an enterprise scale.
Replicate allows users to run open-source machine learning models with a cloud API, hosting a wide variety of proprietary models. Most models are billed by the time they take to run.
Pricing
Galileo AI
Freemium
Replicate
Freemium
Plans & pricing
Galileo AI
—
Replicate
Free: Free, Paid: Custom
Free trial
Galileo AI
—
Replicate
Yes
Audience
Galileo AI
b2b
Replicate
b2b
Platforms
Galileo AI
—
Replicate
Web, Api, Cli
API
Galileo AI
—
Replicate
Yes
Open Source
Galileo AI
—
Replicate
Open Source
Integrations
Galileo AI
—
Replicate
Zapier, Paths by zapier, Telegram, Google ai studio, Google sheets, Gmail, Openrouter, Google drive, Zapier tables, Buildship, Nextcloud, Weaviate, Langchain, Crowdin, Github, Cloudflare workers
Categories
Galileo AI
Data Science, Dev Tools
Replicate
Data Science, Dev Tools
Popularity
Galileo AI
High
Replicate
Very High
Description
Galileo AI
Galileo is an AI observability and evaluation platform designed to empower developers, AI engineers, and eval engineers to improve their AI applications. It provides an end-to-end platform for AI evaluation, observability, and real-time protection for GenAI applications and agents at an enterprise scale.
Replicate
Replicate allows users to run open-source machine learning models with a cloud API, hosting a wide variety of proprietary models. Most models are billed by the time they take to run.
Features
Galileo AI
AI Evaluation & Debugging
Real-time AI Observability
Production Guardrails & Protection
Proprietary Luna Models for Evaluation
Agent-Specific Metrics & Leaderboard
Extensive Integrations (LangChain, OpenAI, NVIDIA)
Replicate
Run open-source machine learning models
Cloud API for model execution
Variety of proprietary models available
Models billed by execution time
Key differentiators
Galileo AI
Replicate
- Simplified AI model deployment via API
- Extensive catalog of open-source models
- Versioning and custom model support
- Pay-per-second/inference pricing
- Developer-first experience
Other comparisons
FAQ: Galileo AI vs Replicate
Galileo AI: AI Observability & Evaluation Platform for GenAI. Replicate: Run AI with API. Both tools take different approaches to address similar needs.
Both offer a free or freemium plan. Galileo AI is freemium and Replicate is freemium.
The best choice between Galileo AI and Replicate depends on your specific needs. Compare their features, pricing, and target audience on this page to find the tool that best fits your use case.
Both are primarily designed for individuals. The choice depends on which specific features you need.
Galileo AI offers: AI Evaluation & Debugging, Real-time AI Observability, Production Guardrails & Protection, Proprietary Luna Models for Evaluation. Replicate offers: Run open-source machine learning models, Cloud API for model execution, Variety of proprietary models available, Models billed by execution time.
Based on our data, Replicate currently enjoys greater popularity. However, popularity isn't the only factor — compare features to find the right tool for your needs.
Replicate offers a free trial, but Galileo AI does not.
Replicate is open source, while Galileo AI is proprietary. Open source tools offer more transparency and customization options.
Replicate offers 16 integrations (zapier, paths by zapier, telegram, google ai studio, google sheets...) compared to 0 for Galileo AI.