Detailed comparison across 10 dimensions
Winner: Flyte
Flyte clearly comes out ahead of Astronomer on Staquest's weighted six-dimension score. Flyte has a free tier; Astronomer does not.
| Overview | ||
|---|---|---|
| Type | saas tool | ai tool |
| Company | Astronomer | Union.ai |
| Free Tier | ||
| Has API | ||
| Open Source | ||
| Learning Curve | - | - |
| Integration | - | - |
| Trending | Stable | Stable |
| GitHub Stars | - | - |
| Industries | Data & AnalyticsDevelopmentCybersecurity & InfoSecSales & CRMSaaS & Cloud | Data & AnalyticsDevelopmentEducation & EdTechAI & Machine LearningSales & CRMSaaS & Cloud |
| Categories | data-engineering | data-engineering |
| Website | Visit | Visit |
Flyte
usage based
usage based
custom
custom
custom
custom
open source
| Feature | astronomer | flyte |
|---|---|---|
| 24/7 Committer-Led Support | ||
| Ai Orchestration & Runtime | ||
| 24X5 Support Availability | ||
| Author In Pure Python | ||
| 24X7 Support Availability (1 Hour Sla) | ||
| Autoscaling Compute | ||
| Ai-Powered Dag Authoring & Debugging | ||
| Built-In Caching And Versioning | ||
| Air-Gapped Deployment Support | ||
| Data Lineage And Observability | ||
| Api Access | ||
| Durable By Default | ||
| Audit Logging (7-Day Retention) | ||
| Dynamic Workflow Execution | ||
| Audit Logging (90-Day Retention) | ||
| Enterprise Ai Orchestration | ||
| Ci/Cd Enforcement | ||
| Infrastructure-Aware Orchestration | ||
| Cross-Region Disaster Recovery (Add-On) | ||
| Local Testing And Debugging | ||
| Custom Rbac | ||
| Observability | ||
| Deployment Isolation | ||
| Real-Time Inference | ||
| Deployment Rollbacks | ||
| Self-Healing Workflows | ||
| Dynamic Resources Management | ||
| Training | ||
| End-To-End Observability & Data Quality | ||
| Enterprise Sso Integration |
Showing 30 of 30 features
Dashes mean the feature isn't listed in our data. The tool may still support it.
On Staquest's weighted six-dimension scoring, Flyte comes out ahead overall, though Astronomer can be the better fit depending on your priorities — see the dimension-by-dimension breakdown above.
Flyte offers a free tier; Astronomer does not currently list one.
Flyte is open source. The feature comparison and dimension scores above cover the full breakdown.
