Open Source
Flyte
Dynamic, resilient AI orchestration. Coordinate data, models, and compute as you build AI workflows.
Our verdict
We have not reviewed Flyte yet
No one at Enterprise DNA has checked this listing against its sources. The description comes from public listings gathered automatically. Any fact below shows where it came from and when it was last checked.
From the listing
About Flyte
Flyte is an open-source orchestration platform for data and machine learning pipelines. It manages workflows, versioning, and resource allocation across compute clusters using a Go-based backend.
Best for
Teams building and scaling production ML pipelines on Kubernetes
Use cases
- Automate multi-step ML training and evaluation pipelines
- Schedule and monitor data processing workflows at scale
- Version and reproduce complex AI experiments
Notes
7,056 stars on GitHub. Last updated 2026-06-01. Licensed Apache-2.0.
Pros
- Strong workflow versioning and reproducibility
- Handles dynamic, complex dependencies between tasks
- Active community with 7,000+ GitHub stars
Cons
- Steep learning curve for new users unfamiliar with Kubernetes
- Limited native support for non-Kubernetes environments
- Documentation can be sparse for advanced use cases
Key facts
What we have checked
- Latest version
- 2.0.53
- GitHub stars
- 7,574
Each value shows when we last confirmed it and where it came from. Values we have not confirmed are left out, never guessed.
Stars and usage
How Flyte is growing
7,056 to 7,574
Alternatives
Alternatives to Flyte
| Record | Type | How we know | Checked |
|---|---|---|---|
| Argo WorkflowsThis is an alternative to it | Open source | Named in the listing | Not dated |
| KubeflowThis is an alternative to it | Open source | Named in the listing | Not dated |
| PrefectThis is an alternative to it | Open source | Named in the listing | Not dated |
Compare
Compare Flyte side by side
Sources
Where this comes from
- GitHubOfficial
- github api via nightly crawl, recovered from git history 20e874270887c1008f860ee0198e461a23c9e438Registry
A source shows what was published when we checked it. It does not certify security, performance or a working installation. Read our method.
Changelog
What changed
Released 2.0.53
Released 2.0.52
Released 2.0.51
Released 1.16.9
Released 2.0.50
Released 2.0.49
Released 2.0.48
Released 2.0.47
Released 2.0.46
Released 2.0.45
Released 2.0.44
Open-source & AI alternatives
Swap-in tools that solve the same job. Weigh the trade-offs before you commit.
Argo Workflows
Community
Workflow Engine for Kubernetes
Kubeflow
Community
Machine Learning Toolkit for Kubernetes
Prefect
Community
Prefect is a workflow orchestration framework for building resilient data pipelines in Python.
Pairs with
Other entries in the index that connect to this one. Click through to see the chain.
PyTorch
Community
Tensors and Dynamic neural networks in Python with strong GPU acceleration
scikit-learn
Community
scikit-learn: machine learning in Python
TensorFlow
Community
An Open Source Machine Learning Framework for Everyone
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