Flyte
Open-source Kubernetes-native workflow orchestration platform for building scalable, reproducible data, ML, and analytics workflows with Python SDK.
Overview
| Category | Ai |
| Self-Hostable | Yes |
| On-Prem | No |
| Best For | growth, enterprise |
| Last Verified | 2026-02-13 |
Strengths & Weaknesses
Strengths:- reliability
- performance
- customization
- Kubernetes dependency steep for non-K8s teams
- Smaller community than Airflow
When to Use
Best when:- Kubernetes environments
- ML pipeline scaling required
- Reproducibility critical
- Dynamic workflows needed