ClearML vs Weights & Biases
ClearML
clear.ml
Weights & Biases
wandb.aiSide by side
| Figure | ClearML | Weights & Biases |
|---|---|---|
| Price from | $15/mo | $60/mo |
| Free plan | Yes | Yes |
| Free trial | — | Yes |
| Open source | — | — |
| Web | Yes | Yes |
| Windows | Yes | Yes |
| macOS | Yes | Yes |
| Linux | Yes | Yes |
| iOS | — | Yes |
| Android | — | Yes |
| API | Yes | Yes |
| Self-hosted | Yes | Yes |
| Plans published | 4 | 5 |
| Spec score · ML Experiment Tracking Software | 8.7 (#3) | 8.6 (#5) |
| Spec score · MLOps Platforms | 8.7 (#3) | 8.6 (#5) |
| Spec score · Data Version Control Tools | 8.7 (#4) | 8.6 (#7) |
| Spec score · Experiment Tracking | 8.7 (#3) | 8.6 (#4) |
| Spec score · Model registries | 8.7 (#8) | 9.5 (#3) |
| Company headquarters | ClearML lists its global headquarters as 2288 Fulton St, Berkeley, California 94704, USA. | LinkedIn lists headquarters at 400 Alabama Street, San Francisco, California 94110, United States. |
| Experiment tracking | The pricing page lists experiment tracking, comparisons, artifacts, metrics and plots, and Git version control integration across Open Source, Free/Pro, and Scale/Enterprise tiers. | The platform automatically records machine-learning pipeline details and provides contextual visual analysis. |
| Headquarters | Berkeley, California, USA | San Francisco, California, United States |
| Integrations | The integrations documentation lists PyTorch, TensorFlow, Keras, scikit-learn, XGBoost, LightGBM, Optuna, Hydra, TensorBoard, Matplotlib, and LangChain among supported integrations. | W&B is designed to integrate with customers' ML stacks and tools and offers managed or self-managed deployment choices. |
| Product | ClearML describes its AI infrastructure platform as three layers: Infrastructure Control Plane, AI Development Center, and GenAI App Engine. | Weights & Biases describes itself as an AI developer platform for building AI agents, applications, and models. |
| Support | Scale includes private Slack channel support and an SLA, while Enterprise includes white-glove support with a custom SLA and professional services. | Support tiers are Standard, Standard Plus and Premium; Premium adds 24/7 coverage, faster response targets, roadmap sessions and engineering access. |
Plans
ClearML
- CommunityFree
- Pro$15 a month
- EnterprisePriced on request
- ScalePriced on request
Weights & Biases
- FreeFree
- PersonalFree
- Pro$60 a month
- Advanced EnterprisePriced on request
- EnterprisePriced on request
In their own words
ClearML
ClearML is an AI infrastructure platform organized into an Infrastructure Control Plane, AI Development Center, and GenAI App Engine. The Control Plane manages GPU resources across on-premises, cloud, and hybrid environments, including multi-tenant GPU-as-a-Service. The Development Center supports developing, training, testing, and deploying AI/ML models, with monitoring, pipelines, a model repository, and CI/CD integration. The GenAI App Engine deploys LLMs on compute clusters and provides networking, authentication, access control, and monitoring. Experiment tracking, comparisons, artifacts, metrics and plots, and Git version control integration appear across the listed tiers. Integrations include PyTorch, TensorFlow, Keras, scikit-learn, XGBoost, LightGBM, Optuna, Hydra, TensorBoard, Matplotlib, and LangChain; storage integrations include AWS S3, Azure, Google Storage, MinIO, and Backblaze B2. ClearML can be hosted on its servers, self-hosted, or provided as a managed service, with VPC, on-premises including air-gapped, and hybrid options. Community is free; Pro costs $15 a month per user plus usage. Scale and Enterprise pricing is by quote.
Weights & Biases
Weights & Biases has no write-up on Specifiction yet; its figures are above.