Amazon SageMaker Model Monitor vs Domino Model Monitor
Amazon SageMaker Model Monitor
aws.amazon.comDomino Model Monitor
domino.aiSide by side
| Figure | Amazon SageMaker Model Monitor | Domino Model Monitor |
|---|---|---|
| Price from | — | — |
| Free plan | — | — |
| Free trial | — | — |
| Open source | — | — |
| Web | Yes | Yes |
| API | — | Yes |
| Self-hosted | — | Yes |
| Plans published | 1 | 3 |
| Spec score · Machine Learning Model Monitoring Software | 6.4 (#19) | 7.5 (#11) |
Plans
Amazon SageMaker Model Monitor
- Usage-basedPriced on request
Domino Model Monitor
- Domino CloudPriced on request
- EnterprisePriced on request
- PremiumPriced on request
In their own words
Amazon SageMaker Model Monitor
Amazon SageMaker Model Monitor has no write-up on Specifiction yet; its figures are above.
Domino Model Monitor
Domino Model Monitor evaluates production machine-learning models and alerts when degradation warrants expert review. It monitors data drift and model quality from a central dashboard showing status, summaries, customized alerts, and monitoring results. Automated prediction-data pipelines and metric generation support ongoing checks. When remediation is needed, teams can recreate a model’s development environment, retrain with production data, and redeploy a version. Models built in Python, R, SAS, MATLAB, TensorFlow, or DataRobot can be registered. The Elastic Monitoring Engine is designed to scale and ingest data from Amazon S3 and Hadoop-compatible storage, including Azure Blob Storage, Azure Data Lake, Google Cloud Storage, and HDFS. Domino supports API, web, and self-hosted use, including cloud VPCs, on-premises systems, and air-gapped environments. Pricing is on request, with Premium, Domino Cloud, and Enterprise plans listed.