Sacred vs Weights & Biases
Sacred
github.com
Weights & Biases
wandb.aiSide by side
| Figure | Sacred | Weights & Biases |
|---|---|---|
| Price from | — | $60/mo |
| Free plan | — | Yes |
| Free trial | — | Yes |
| Open source | — | — |
| Web | — | Yes |
| Windows | — | Yes |
| macOS | — | Yes |
| Linux | Yes | Yes |
| iOS | — | Yes |
| Android | — | Yes |
| API | — | Yes |
| Self-hosted | Yes | Yes |
| Plans published | 0 | 5 |
| Spec score · ML Experiment Tracking Software | 6.5 (#33) | 8.6 (#5) |
| Integrations | The README describes a Neptune integration that logs Sacred experiments through an observer. | W&B is designed to integrate with customers' ML stacks and tools and offers managed or self-managed deployment choices. |
| Reproducibility | Automatic seeding helps control randomness so experiment results remain reproducible. | W&B records experiment histories, code, hyperparameters and datasets so teams can reproduce models and track their evolution. |
| Support | The README directs usage questions to Stack Overflow under the python-sacred tag and invites bug reports and feature requests through GitHub issues. | Support tiers are Standard, Standard Plus and Premium; Premium adds 24/7 coverage, faster response targets, roadmap sessions and engineering access. |
Plans
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.