Amazon SageMaker Autopilot vs JADBio
Amazon SageMaker Autopilot
aws.amazon.comJADBio
jadbio.comSide by side
| Figure | Amazon SageMaker Autopilot | JADBio |
|---|---|---|
| Price from | Free | $183.25/mo |
| Free plan | Yes | Yes |
| Free trial | Yes | Yes |
| Open source | — | — |
| Web | Yes | Yes |
| API | Yes | Yes |
| Self-hosted | — | Yes |
| Plans published | 5 | 3 |
| Spec score · AutoML Software | 8.7 (#3) | 8.1 (#8) |
| API | The public Autopilot REST API includes CreateAutoMLJob, CreateAutoMLJobV2, DescribeAutoMLJob, DescribeAutoMLJobV2 and ListAutoMLJobs operations. | The REST API can add AutoML, including image analysis, to applications and automate workflows; a Python client is offered through GitHub, PyPI, and Anaconda. |
| Deployment | After training, users can deploy Autopilot models to real-time endpoints or run batch inference jobs. | Business Pro lists AWS container and on-premise delivery options in addition to SaaS. |
| Founded | 2024 | 2019 |
| Headquarters | Seattle, Washington, United States | Heraklion, Crete, Greece; Los Angeles, California, US |
| Integrations | Reviewer evidence describes integrations with Amazon S3, IAM, CloudWatch and ECR, while AWS documents Studio and Canvas integration. | The Team plan includes connection to public repositories, while Business Pro plans include connection to public and private repositories. |
| Purpose | Autopilot automatically creates machine learning models with full visibility and is now in SageMaker Canvas. | JADBio is a no-code automated machine learning platform designed for life scientists to discover knowledge from public or study data. |
| Support | AWS provides support plans with proactive guidance, issue resolution, and tools. | The pricing page lists Standard, Premium, and Platinum support service levels, with Platinum listed for Business Pro. |
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
In their own words
Amazon SageMaker Autopilot
Amazon SageMaker Autopilot has no write-up on Specifiction yet; its figures are above.
JADBio
JADBio is a no-code automated machine learning platform for life scientists analyzing public or study data. It accepts curated CSV and other delimited files, and users choose the outcome to predict. Supported data includes genomics, transcriptome, metagenome, proteome, metabolome, clinical data, and images. Analysis features include automated preprocessing, feature selection, survival analysis, predictive modeling, and model interpretation; outputs can include predictive models, biomarkers or biosignatures, visualizations, and information for applying models. The REST API can add AutoML, including image analysis, to applications and automate workflows, with a Python client available through GitHub, PyPI, and Anaconda. JADBio offers web, API, and self-hosted options. Basic is free and includes one seat, three projects, a 50 MB upload limit, 500 MB storage, and one model export. Team is listed at $2,199 a year, billed annually, and includes a 14-day free trial. Business Pro has custom pricing and lists SaaS, AWS container, and on-premise delivery.