Amazon SageMaker Autopilot vs Weights & Biases
Amazon SageMaker Autopilot
aws.amazon.com
Weights & Biases
wandb.aiSide by side
| Figure | Amazon SageMaker Autopilot | Weights & Biases |
|---|---|---|
| Price from | Free | $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 |
| Plans published | 5 | 5 |
| Spec score · Model registries | 8.7 (#7) | 9.5 (#3) |
| API | The public Autopilot REST API includes CreateAutoMLJob, CreateAutoMLJobV2, DescribeAutoMLJob, DescribeAutoMLJobV2 and ListAutoMLJobs operations. | W&B provides a full Data API for exporting data logged to the service. |
| Deployment | After training, users can deploy Autopilot models to real-time endpoints or run batch inference jobs. | W&B offers multi-tenant SaaS, isolated dedicated cloud and customer-managed cloud or on-premises deployments. |
| Founded | 2024 | LinkedIn lists the company as founded in 2017. |
| Headquarters | Seattle, Washington, United States | San Francisco, California, United States |
| Integrations | Reviewer evidence describes integrations with Amazon S3, IAM, CloudWatch and ECR, while AWS documents Studio and Canvas integration. | W&B is designed to integrate with customers' ML stacks and tools and offers managed or self-managed deployment choices. |
| Rating on Capterra | 4.7 out of 5 from 3 reviews. | 0.0 out of 5 from 0 reviews |
| Rating on G2 | 4.3 out of 5 from 57 reviews. | 4.5 out of 5 from 72 reviews |
| Rating on Gartner Peer Insights | 4.3 out of 5 from 41 ratings. | 4.8 out of 5 from 7 reviews |
| Security | AWS describes its cloud security approach as combining security of the cloud infrastructure with security in the cloud through customer controls. | The SaaS deployment states SOC 2 Type 2 certification, team-level data isolation and SSO support. |
| Support | AWS provides support plans with proactive guidance, issue resolution, and tools. | Support tiers are Standard, Standard Plus and Premium; Premium adds 24/7 coverage, faster response targets, roadmap sessions and engineering access. |
| What it does | Amazon SageMaker Autopilot automates data inspection, preprocessing, feature engineering, algorithm selection, model training, tuning, evaluation and ranking for machine-learning projects. | Weights & Biases is an AI developer platform for building, training, fine-tuning, evaluating and managing AI models and applications. |
Plans
Amazon SageMaker Autopilot
- On-demandPriced on request
- Savings PlansPriced on request
- Amazon SageMaker AI pay-as-you-goFree
- SageMaker AI Free TierFree
- On-demand SageMaker AIPrice not published
Weights & Biases
- FreeFree
- PersonalFree
- Pro$60 a month
- Advanced EnterprisePriced on request
- EnterprisePriced on request
In their own words
Amazon SageMaker Autopilot
Amazon SageMaker Autopilot has no write-up on Specifiction yet; its figures are above.
Weights & Biases
Weights & Biases has no write-up on Specifiction yet; its figures are above.