Glean
Work AI that Works | Agents, Assistant & Search
VS
MLflow
Open Source AI Platform for Agents, LLMs & Models
Detailed comparison
Criteria
Glean
MLflow
Pricing
Enterprise
Free
Plans & pricing
Enterprise: Custom
Free: Free
Free trial
No
No
Audience
b2b
b2b
Platforms
Web
Web, Cli
API
No
Yes
Open Source
Proprietary
Open Source
Integrations
Slack
—
Categories
Specialized Technologies, information technology & services, Search engine
Dev & Tech, information technology & services, Apps
Popularity
Very High
Very High
Description
Glean is the Work AI platform connected to your enterprise's data. Find, create, and automate anything. Explore what Work AI can do for you!
MLflow is an open-source AI platform designed to manage the full lifecycle of agents, LLMs, and traditional machine learning models. It provides tools...
Pricing
Glean
Enterprise
MLflow
Free
Plans & pricing
Glean
Enterprise: Custom
MLflow
Free: Free
Free trial
Glean
No
MLflow
No
Audience
Glean
b2b
MLflow
b2b
Platforms
Glean
Web
MLflow
Web, Cli
API
Glean
No
MLflow
Yes
Open Source
Glean
Proprietary
MLflow
Open Source
Integrations
Glean
Slack
MLflow
—
Categories
Glean
Specialized Technologies, information technology & services, Search engine
MLflow
Dev & Tech, information technology & services, Apps
Popularity
Glean
Very High
MLflow
Very High
Description
Glean
Glean is the Work AI platform connected to your enterprise's data. Find, create, and automate anything. Explore what Work AI can do for you!
MLflow
MLflow is an open-source AI platform designed to manage the full lifecycle of agents, LLMs, and traditional machine learning models. It provides tools...
Features
Glean
Enterprise AI Search
Personal AI Assistant
AI Agentic Engine
Enterprise Graph & Data Connectors
Hybrid Search
Seamless Workplace Integrations (e.g., Slack, Microsoft)
MLflow
MLflow Tracking
Model Registry
LLM Tracking and Evaluation
AI Gateway
Observability
Key differentiators
Glean
- Work AI platform for enterprise data
- Enterprise AI Search & Personal Assistant
- AI Agentic Engine for automation
MLflow
- 100% open-source, no vendor lock-in
- Manages full ML/LLM lifecycle
- Works across any cloud, framework, tool
Other comparisons
FAQ: Glean vs MLflow
Glean: Work AI that Works | Agents, Assistant & Search. MLflow: Open Source AI Platform for Agents, LLMs & Models. Both tools take different approaches to address similar needs.
MLflow offers a free plan, while Glean is a contact tool.
The best choice between Glean and MLflow 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.
Glean offers: Enterprise AI Search, Personal AI Assistant, AI Agentic Engine, Enterprise Graph & Data Connectors. MLflow offers: MLflow Tracking, Model Registry, LLM Tracking and Evaluation, AI Gateway.
Based on our data, Glean currently enjoys greater popularity. However, popularity isn't the only factor — compare features to find the right tool for your needs.