kitio.aidstack vs Flyte
A side-by-side look at pricing plans, free tiers, features, pros and cons, updated for 2026. dstack starts at See pricing page and Flyte starts at See pricing page. Check both pricing pages for current plans.
At a glance
Best for
Category
Pricing model
Starting price
Free plan
Made by
Based in
Rating
Key features
- GPU provisioning
- Training and inference jobs
- Dev environments
- Multi-cloud and on-prem fleets
- Kubernetes support
- Durable workflow execution
- Automatic failure recovery
- Dynamic Python workflows
- Kubernetes deployment
- Plugin registry
- Enterprise edition
| Feature | dstack | Flyte |
|---|---|---|
| Best for | Open-source control plane for provisioning and orchestrating GPUs | Open-source durable runtime for orchestrating AI and ML workloads |
| Category | Models & APIs | Models & APIs |
| Pricing model | Freemium | Freemium |
| Starting price | See pricing page | See pricing page |
| Free plan | Yes | Yes |
| Made by | dstack | Linux Foundation AI & Data |
| Based in | – | – |
| Rating | No ratings yet | No ratings yet |
| Key features |
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Pricing compared
dstack starts at See pricing page and Flyte starts at See pricing page. Check both pricing pages for current plans.
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
dstack
- Open source and self-hostable
- Works across many GPU providers
- Avoids hand-written Kubernetes setup
- Aimed at ML engineers, not casual users
- You still pay your compute providers
- Homepage gives little pricing detail
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 dstack if you want:
- Open source and self-hostable
- Works across many GPU providers
- Avoids hand-written Kubernetes setup
Watch out: aimed at ml engineers, not casual users.
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.
dstack vs Flyte FAQ
What is the difference between dstack and Flyte?
dstack: Open-source control plane for provisioning and orchestrating GPUs. Flyte: Open-source durable runtime for orchestrating AI and ML workloads. Both are models & apis tools.
Is dstack or Flyte cheaper?
dstack starts at See pricing page and Flyte starts at See pricing page. Check both pricing pages for current plans.
Do dstack and Flyte have free plans?
dstack: Yes. Flyte: Yes.
Who makes dstack?
dstack is made by dstack.
Who makes Flyte?
Flyte is made by Linux Foundation AI & Data.
Which should I choose, dstack or Flyte?
Choose dstack if you value open source and self-hostable and works across many gpu providers. Choose Flyte if you value free and open source and recovers from common infra failures.