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Lamin

Freemium#22 of 38 in ML Experiment Tracking Software

Lamin: A strong lineage and dataset platform, with experiment tracking as a secondary focus. Ranked #22 of 38 in ML Experiment Tracking Software by our editors (6.7/10); pricing: Free plan; best for teams prioritizing data and artifact lineage.

6.7/10Editor score

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At a glance

Editor score
6.7 / 10
Pricing
Free plan
Best for
Teams prioritizing data and artifact lineage
Free plan
Yes
Founded
2022 · Munich and New York City
Facts checked
21 Sep 2026

Where it wins
- Free artifact and dataset versioning with lineage tracking
- Git-like branching, merging, and change management
- Python, R, and broad ML workflow integrations
Where it doesn't
- Dedicated experiment-run comparison is not its primary focus
- Team features begin above the Free plan
- Hosted database and storage are reserved for paid tiers

Our verdict on Lamin

Lamin is an open-source data and lineage platform for machine-learning and biological research teams. It tracks notebooks, scripts, workflows, inputs, outputs, source code, and environments, while organizing datasets and artifacts across local and cloud storage. Teams can use it to manage schemas, validation, metadata annotation, registries, ontologies, and versioned collections. Lamin is a strong fit for groups that need traceable data and artifact workflows across research and machine-learning projects.

Its ecosystem supports Python and R programmatic access, web, API, and self-hosted deployments. Integrations include Git, Nextflow, Vitessce, Redun, Snakemake, PyTorch Lightning, Weights & Biases, MLflow, ClearML, Google Cloud Storage, AWS S3, and Hugging Face. The platform can track run, transform, and artifact lineage, query across datasets and storage formats, and provide Git-like branching, merging, and change management. These capabilities make it suitable for teams connecting data operations with existing experiment, workflow, and storage tools.

Lamin’s Free plan costs 0 USD per month and includes public database queries, open-source LaminDB, lineage tracking, dataset and artifact management, schema validation, and local and cloud storage access. Pro adds one hosted database, an individual account, hosted storage, hosted egress, and unlimited on-premises storage. Team adds an organizational account, DB server, fine-grained access permissions, audit logs, and single sign-on. Enterprise adds on-premises deployment in your AWS account. Choose Lamin when lineage, dataset versioning, and artifact management are central; teams seeking a tool centered primarily on experiment-run comparison may prefer a more specialized option.

Your product? Our editors can test Lamin in depth and publish a review, labelled as paid · from $149/mo →

Lamin pricing

Plans Free planFreemium A usable free plan; paid tiers unlock the limits above. Prices checked 21 Sep 2026.

See plans on lamin.ai

All 4 Lamin plans and prices →

Lamin fact sheet

Free plan	Yes
Paid from	Not verified
Run comparison	Not verified
Artifact tracking	Yes
Dataset versioning	Yes
Model registry	Not verified
Deployment options	Not verified
API and SDK access	Yes
Deployment	Cloud, Self-hosted
Platforms	Web
Compliance & security	SOC 2, ISO 27001, HIPAA
Support	Docs
Built for	Solo, Small business, Mid-market, Enterprise (editorial estimate)
Integrations	12 integrations: Git, Nextflow, Vitessce, Redun, Snakemake, PyTorch Lightning … See all →
Pricing	Free plan (source)
Website	lamin.ai
Facts checked	21 Sep 2026

Lamin integrations

Lamin lists 12 integrations on its own site.

Git
Nextflow
Vitessce
Redun
Snakemake
PyTorch Lightning
Weights & Biases
MLflow
ClearML
Google Cloud Storage
AWS S3
Hugging Face

See all Lamin integrations →

Alternatives to Lamin

See all Lamin alternatives →

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The editor score above is our own research. What this page doesn't have yet is a reader's view — what you used Lamin for, what worked and what didn't. No stars are seeded and no review is paid for; an editor reads every one before it appears.

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Featured on iTechGuides

Lamin is listed in our ML Experiment Tracking Software directory. Add the badge to your site — it links back to this page.

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Reviewed by iTechGuides Editors · Editorial team · Updated Oct 2026

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Last updated 7 Oct 2026 · How we research and update