Elastic
The Search AI Company.
VS
MLflow
Open Source AI Platform for Agents, LLMs & Models
Detailed comparison
Criteria
Elastic
MLflow
Pricing
Freemium
Free
Plans & pricing
Free (Elastic AutoOps): Free, Platinum: Custom, Enterprise: Custom
Free: Free
Free trial
Yes
No
Audience
b2b
b2b
Platforms
Web, Api, Cli
Web, Cli
API
Yes
Yes
Open Source
Proprietary
Open Source
Categories
SEO, Data Science
Data Science, AI Agents
Popularity
Very High
Very High
Description
Elastic provides The Elasticsearch Platform, designed to power insights and outcomes for enterprises. It enables users to see into their data and find...
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
Elastic
Freemium
MLflow
Free
Plans & pricing
Elastic
Free (Elastic AutoOps): Free, Platinum: Custom, Enterprise: Custom
MLflow
Free: Free
Free trial
Elastic
Yes
MLflow
No
Audience
Elastic
b2b
MLflow
b2b
Platforms
Elastic
Web, Api, Cli
MLflow
Web, Cli
API
Elastic
Yes
MLflow
Yes
Open Source
Elastic
Proprietary
MLflow
Open Source
Categories
Elastic
SEO, Data Science
MLflow
Data Science, AI Agents
Popularity
Elastic
Very High
MLflow
Very High
Description
Elastic
Elastic provides The Elasticsearch Platform, designed to power insights and outcomes for enterprises. It enables users to see into their data and find...
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
Elastic
Elastic AutoOps, now free for all Elastic users
GPU-accelerated vector database for 12x faster indexing (technical preview)
Elastic Workflows for rules-based and agentic automation (technical preview)
ES|QL as a multidimensional analytical engine with advanced time-series functions
AI-driven Streams for automated log parsing and event surfacing in observability
MLflow
MLflow Tracking
Model Registry
LLM Tracking and Evaluation
AI Gateway
Observability
Key differentiators
Elastic
- Unified platform for search, observability, security
- AI-driven insights & GPU-accelerated vector DB
- Powerful ES|QL analytical engine
MLflow
- 100% open-source, no vendor lock-in
- Manages full ML/LLM lifecycle
- Works across any cloud, framework, tool
Other comparisons
FAQ: Elastic vs MLflow
Elastic: The Search AI Company.. MLflow: Open Source AI Platform for Agents, LLMs & Models. Both tools take different approaches to address similar needs.
Both offer a free or freemium plan. Elastic is freemium and MLflow is free.
The best choice between Elastic 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.
Elastic offers: Elastic AutoOps, now free for all Elastic users, GPU-accelerated vector database for 12x faster indexing (technical preview), Elastic Workflows for rules-based and agentic automation (technical preview), ES|QL as a multidimensional analytical engine with advanced time-series functions. MLflow offers: MLflow Tracking, Model Registry, LLM Tracking and Evaluation, AI Gateway.
Based on our data, Elastic currently enjoys greater popularity. However, popularity isn't the only factor — compare features to find the right tool for your needs.