kitio.aiMetaflow vs Flyte
A side-by-side look at pricing plans, free tiers, features, pros and cons, updated for 2026. Metaflow is completely free, while Flyte is freemium.
At a glance
Best for
Category
Pricing model
Starting price
Free plan
Made by
Based in
Rating
Key features
- Workflows in plain Python
- Automatic versioning
- One-command production deploy
- Cloud compute and GPUs
- Event-based triggers
- Durable workflow execution
- Automatic failure recovery
- Dynamic Python workflows
- Kubernetes deployment
- Plugin registry
- Enterprise edition
| Feature | Metaflow | Flyte |
|---|---|---|
| Best for | Open-source Python framework for ML and AI workflows | Open-source durable runtime for orchestrating AI and ML workloads |
| Category | Models & APIs | Models & APIs |
| Pricing model | Free | Freemium |
| Starting price | Free | See pricing page |
| Free plan | Yes, fully free | Yes |
| Made by | Outerbounds | Linux Foundation AI & Data |
| Based in | – | – |
| Rating | No ratings yet | No ratings yet |
| Key features |
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Pricing compared
Metaflow is completely free, while Flyte is freemium.
Free plan
Cheapest paid plan
Top plan
Free trial
Prices in USD, checked Oct 29, 2026 or later. Plans change often, so confirm on each tool's site before you buy.
Pros and cons
Metaflow
- Free and open source
- Same code runs locally and in production
- Tracks every step automatically
- Requires Python skills
- Cloud setup takes effort
Flyte
- Free and open source
- Recovers from common infra failures
- Covers training, inference and agents
- Requires Kubernetes know-how
- Migration needed from Flyte 1
- Enterprise pricing not published
Which one should you choose?
Choose Metaflow if you want:
- Free and open source
- Same code runs locally and in production
- Tracks every step automatically
Watch out: requires python skills.
Choose Flyte if you want:
- Free and open source
- Recovers from common infra failures
- Covers training, inference and agents
Watch out: requires kubernetes know-how.
Metaflow vs Flyte FAQ
What is the difference between Metaflow and Flyte?
Metaflow: Open-source Python framework for ML and AI workflows. Flyte: Open-source durable runtime for orchestrating AI and ML workloads. Both are models & apis tools.
Is Metaflow or Flyte cheaper?
Metaflow is completely free, while Flyte is freemium.
Do Metaflow and Flyte have free plans?
Metaflow: Yes, fully free. Flyte: Yes.
Who makes Metaflow?
Metaflow is made by Outerbounds.
Who makes Flyte?
Flyte is made by Linux Foundation AI & Data.
Which should I choose, Metaflow or Flyte?
Choose Metaflow if you value free and open source and same code runs locally and in production. Choose Flyte if you value free and open source and recovers from common infra failures.