Lamin vs Weights & Biases
Lamin
lamin.ai
Weights & Biases
wandb.aiSide by side
| Figure | Lamin | Weights & Biases |
|---|---|---|
| Price from | $20/mo | $60/mo |
| Free plan | Yes | Yes |
| Free trial | Yes | Yes |
| Open source | — | — |
| Web | Yes | Yes |
| Windows | — | Yes |
| macOS | — | Yes |
| Linux | — | Yes |
| iOS | — | Yes |
| Android | — | Yes |
| API | Yes | Yes |
| Self-hosted | Yes | Yes |
| Plans published | 4 | 5 |
| Spec score · ML Experiment Tracking Software | 8.3 (#6) | 8.6 (#5) |
| Deployment | The Enterprise plan includes full on-prem deployment in the customer's AWS account. | W&B offers multi-tenant SaaS, isolated dedicated cloud and customer-managed cloud or on-premises deployments. |
| Founded | 2022 | LinkedIn lists the company as founded in 2017. |
| Headquarters | Munich and New York City | San Francisco, California, United States |
| Integrations | Documented integrations include Claude Code, GitHub Copilot, Cursor, Git, Nextflow with Seqera, PyTorch Lightning, Weights & Biases, MLflow, and Vitessce. | W&B is designed to integrate with customers' ML stacks and tools and offers managed or self-managed deployment choices. |
| Product | LaminDB is described as an open-source, format-agnostic lakehouse and programmable memory layer for R&D. | Weights & Biases describes itself as an AI developer platform for building AI agents, applications, and models. |
| Security | Lamin says it is SOC 2 certified and monitors compliance with HIPAA and ISO 27001; Lamin-managed deployments encrypt data in transit and at rest. | The SaaS deployment states SOC 2 Type 2 certification, team-level data isolation and SSO support. |
Plans
Weights & Biases
- FreeFree
- PersonalFree
- Pro$60 a month
- Advanced EnterprisePriced on request
- EnterprisePriced on request
In their own words
Lamin
LaminDB is Lamin's open-source, format-agnostic lakehouse and programmable memory layer for research and development. It tracks data, code and agent activity across notebooks, scripts and workflows, and provides schema-based records for LIMS and ELN use cases, including ontologies and notes. Users can validate and annotate datasets, then manage changes through branching and versioning data and code. Documented integrations include Claude Code, GitHub Copilot, Cursor, Git, Nextflow with Seqera, PyTorch Lightning, Weights & Biases, MLflow and Vitessce. Read/write storage includes local filesystems, AWS S3, S3-compatible services such as MinIO and Cloudflare R2, and Google Cloud Storage; HTTP/HTTPS and Hugging Face are read-only. Lamin provides web, API and self-hosted options. The Free plan is free for open assets and public database queries, with no hosted database listed. Pro is $20 a month billed annually. Team and Enterprise are each $200 a month billed annually per seat; Enterprise includes full on-prem deployment in the customer's AWS account. Lamin says it is SOC 2 certified and encrypts Lamin-managed deployments in transit and at rest. The maker was founded in 2022 and is headquartered in Munich and New York City.
Weights & Biases
Weights & Biases has no write-up on Specifiction yet; its figures are above.