OpenMetadata

Discover, collaborate and get your data right.

EstablishedOpen SourceLow lock-in

Pricing

Free tier

Flat rate

Adoption

Rising

License

Open Source

Data freshness

Verified · Jul 16, 2026

Overview

What is OpenMetadata?

OpenMetadata is a platform that provides a single place for discovering, collaborating on, and ensuring the accuracy of data. It supports observability in MLOps and CI/CD processes by offering comprehensive metadata management capabilities.

Key differentiator

OpenMetadata stands out by offering a comprehensive solution for metadata management and observability in MLOps environments, making it easier to collaborate and ensure data accuracy.

Capability profile

Capability Radar

Ease of StartEcosystemValueMaturityFlexibilityScale Ready

Honest assessment

Strengths & Weaknesses

↑ Strengths

Metadata discovery and managementmedium

Data lineage visualizationmedium

Collaboration tools for data teamsmedium

Comprehensive observability featuresmedium

↓ Weaknesses

Steep learning curve for non-Python developershigh

API requires Python-specific patterns, TypeScript SDK is community-maintained

Frequent breaking changes between versionsmedium

v0.1 to v0.2 migration required rewriting chain definitions

Limited integrations with non-Python tools and platformshigh

Primary support is for Python-based ecosystems, limited out-of-the-box connectors for other languages or frameworks

Complex setup processmedium

Requires multiple services to be configured and running (metadata service, ingestion workflows), documentation lacks step-by-step guides for common scenarios

Fit analysis

Who is it for?

✓ Best for

Organizations needing comprehensive metadata management and observability features for their data pipelines.

Teams looking to improve collaboration among different stakeholders in a data-driven project.

✕ Not a fit for

Projects that require real-time streaming capabilities (OpenMetadata is more suited for batch processing).

Small projects with limited resources, as setting up OpenMetadata might be overkill and resource-intensive.

Cost structure

Pricing

Free Tier

Available

Open source — free to use

Starts at

$0

Model

Flat rate

Enterprise

None

Performance benchmarks

How Fast Is It?

Ecosystem

Relationships

Next step

Get Started with OpenMetadata

Step-by-step setup guide with code examples and common gotchas.

View Setup Guide →