Detailed comparison across 10 dimensions
Winner: Aws Lake Formation
AWS Lake Formation clearly comes out ahead of Amazon SageMaker on Staquest's weighted six-dimension score. AWS Lake Formation has a free tier; Amazon SageMaker does not.
| Overview |  Amazon SageMakerFully managed AWS service for building and deploying ML models. | AWS Lake FormationAWS service to centrally govern, secure, and share data for analytics. |
|---|---|---|
| Type | saas tool | saas tool |
| Company | Amazon Web Services | Amazon Web Services |
| Free Tier | ||
| Has API | ||
| Open Source | ||
| Learning Curve | - | - |
| Integration | - | - |
| Trending | Stable | Stable |
| GitHub Stars | - | - |
| Industries | Data & AnalyticsDevelopment | Data & AnalyticsDevelopmentEducation & EdTechLegal & ComplianceCybersecurity & InfoSecAI & Machine Learning |
| Categories | ai-data-analysis | data-engineering |
| Website | Visit | Visit |
Aws Lake Formation
usage based
usage based
freemium
| Feature | amazon-sagemaker | aws-lake-formation |
|---|---|---|
| 1-Year Or 3-Year Term Commitment | ||
| Api Calls For Metadata | ||
| Compute (On-Demand Instances) | ||
| Cell Level Permissions | ||
| Data Labeling | ||
| Column Level Permissions | ||
| Feature Store | ||
| Cross-Account Sharing | ||
| Serverless Inference | ||
| Data Filtering | ||
| Specialized Tools | ||
| Data Scanning | ||
| Storage | ||
| Database Level Permissions | ||
| Up To 64% Cost Reduction Compared To On-Demand | ||
| Metadata Tracking | ||
| Name-Based Access Controls | ||
| Partition Pruning | ||
| Predicate Pushdown | ||
| Row Level Permissions | ||
| Storage Optimizer | ||
| Table Level Permissions | ||
| Tag-Based Access Controls |
Showing 23 of 23 features
Dashes mean the feature isn't listed in our data. The tool may still support it.
On Staquest's weighted six-dimension scoring, AWS Lake Formation comes out ahead overall, though Amazon SageMaker can be the better fit depending on your priorities — see the dimension-by-dimension breakdown above.
AWS Lake Formation offers a free tier; Amazon SageMaker does not currently list one.
