Quilt vs Weights & Biases
Quilt
quilt.bio
Weights & Biases
wandb.aiSide by side
| Figure | Quilt | Weights & Biases |
|---|---|---|
| Price from | $312.50/mo | $60/mo |
| Free plan | — | Yes |
| Free trial | — | Yes |
| Open source | — | — |
| Web | Yes | Yes |
| Windows | — | Yes |
| macOS | — | Yes |
| Linux | Yes | Yes |
| iOS | — | Yes |
| Android | — | Yes |
| API | Yes | Yes |
| Self-hosted | Yes | Yes |
| Plans published | 4 | 5 |
| Spec score · Data Version Control Tools | 7.4 (#30) | 8.6 (#7) |
| Audience | Quilt describes its platform as built for life sciences teams, including computational biology and connected lab use cases. | The maker presents the platform for AI developers and highlights use cases including model training, fine-tuning, AI application development, and production monitoring. |
| Deployment | Quilt deploys inside the customer's AWS VPC, with data remaining in their S3 buckets; the page says the only external connection is license validation. | W&B offers multi-tenant SaaS, isolated dedicated cloud and customer-managed cloud or on-premises deployments. |
| Integrations | The integrations page describes bi-directional sync with Benchling and integrations with Nextflow and Ganymede for pipeline and instrument data. | W&B is designed to integrate with customers' ML stacks and tools and offers managed or self-managed deployment choices. |
| Security | Quilt lists SOC 2 Type II, HIPAA-eligible infrastructure, GxP-ready audit trails, and readiness for 21 CFR Part 11 workflows. | The SaaS deployment states SOC 2 Type 2 certification, team-level data isolation and SSO support. |
| Support | The pricing page lists Enterprise Support, Priority implementation support, and Premium Support on progressively higher plans. | Support tiers are Standard, Standard Plus and Premium; Premium adds 24/7 coverage, faster response targets, roadmap sessions and engineering access. |
Plans
Quilt
- Enterprise+$312.50 a month
- Enterprise Scale$425 a month
- Enterprise$625 a month
- Startup$750 a month
Weights & Biases
- FreeFree
- PersonalFree
- Pro$60 a month
- Advanced EnterprisePriced on request
- EnterprisePriced on request
In their own words
Weights & Biases
Weights & Biases has no write-up on Specifiction yet; its figures are above.