Flyte
by Union.ai (Linux Foundation) · open-source · Last verified 2026-03-17
Kubernetes-native workflow orchestration platform purpose-built for machine learning and data processing at scale. Flyte enforces strong typing on inputs and outputs, provides built-in versioning, and integrates natively with Kubernetes for resource management.
https://flyte.org ↗C+
C+—Average
Adoption: C+Quality: AFreshness: ACitations: C+Engagement: F
Specifications
- License
- Apache 2.0
- Pricing
- open-source
- Capabilities
- typed-workflows, versioned-executions, kubernetes-native-scaling, data-lineage, multi-tenancy
- Integrations
- kubernetes, spark, sagemaker, ray, pytorch, tensorflow, dbt
- Use Cases
- large-scale-ml-training, feature-engineering, model-serving-pipelines, experiment-reproducibility, batch-inference
- API Available
- Yes
- SDK Languages
- python
- Deployment
- kubernetes, self-hosted, cloud, union-cloud
- Rate Limits
- N/A (open-source); Union Cloud is consumption-based
- Data Privacy
- Self-hosted on-prem or customer VPC; Union Cloud is SOC 2 compliant
- Tags
- workflow, mlops, kubernetes, typed-workflows, reproducibility
- Added
- 2026-03-17
- Completeness
- 100%
Index Score
54.1Adoption
55
Quality
88
Freshness
82
Citations
58
Engagement
0