AI Tool Comparison
Dagster vs Amazon SageMaker
An objective side-by-side comparison based on global rankings, AI scores, and monthly user data.
Higher ranked
Dagster
MLOps & InfrastructureData orchestration platform for data and ML assets.
AI Score70.2 / 100
#343
Global rank
–
Monthly users
VS
Amazon SageMaker
MLOps & InfrastructureAWS managed service for building, training and deploying ML models.
AI Score0.0 / 100
#1822
Global rank
–
Monthly users
Side-by-Side Comparison
| Dagster | Amazon SageMaker | |
|---|---|---|
| Category | MLOps & Infrastructure | MLOps & Infrastructure |
| Global Rank | #343 | #1822 |
| AI Score | 70.2/100 | 0.0/100 |
| Monthly Users | – | – |
| Pricing | Free Trial | Paid |
| Website | dagster.io | aws.amazon.com |
Pros & Cons
Dagster
- Asset-centric design
- Open-source core
- Clear per-credit rates
- Pricing changed in May 2026
- Older tables conflict
- Future roadmap tied to Prefect
Amazon SageMaker
- Full ML lifecycle
- Broad instance choice
- Deep AWS integration
- Idle endpoints and notebooks bill continuously
- Many pricing meters
- Short free tier