lamindb

Open-source data framework for biology with lineage-native lakehouse support.

EstablishedOpen SourceLow lock-in

Pricing

Free tier

Flat rate

Adoption

Stable

License

Open Source

Data freshness

Aging · Jun 8, 2026

Overview

What is lamindb?

LaminDB is an open-source data framework designed specifically for biological datasets and models. It supports querying, tracing, and validating large-scale bio-formats, registries, and ontologies within a lineage-native lakehouse environment.

Key differentiator

LaminDB stands out by providing a specialized environment for biological data that integrates seamlessly with bioinformatics workflows while maintaining lineage information.

Capability profile

Capability Radar

Ease of StartEcosystemValueMaturityFlexibilityScale Ready

Honest assessment

Strengths & Weaknesses

↑ Strengths

Support for bio-formats, registries & ontologiesmedium

Lineage-native lakehouse environmentmedium

Query and trace large-scale biological datasetsmedium

↓ 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-biological data sourceshigh

Designed specifically for biological datasets, lacks native support for other data types

Small community and limited third-party contributionsmedium

GitHub activity indicates low contribution rates outside the core team

Fit analysis

Who is it for?

✓ Best for

Research teams working on large-scale genomics projects who need to query and trace biological datasets

Organizations that require a lineage-aware data framework for their biological research

✕ Not a fit for

Teams requiring real-time streaming capabilities (batch-only architecture)

Projects with limited computational resources, as it may require significant setup and maintenance

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 lamindb

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

View Setup Guide →