kitio.aiBaseten vs UbiOps
A side-by-side look at pricing plans, free tiers, features, pros and cons, updated for 2026. Baseten starts at See pricing page and UbiOps 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
- Truss model packaging
- Autoscaling GPU endpoints
- Model APIs
- Multi-cloud capacity
- Training jobs
- Model deployment and serving
- Hybrid and multi-cloud orchestration
- On-demand GPUs
- Workload scaling
- NVIDIA AI Enterprise integration
| Feature | Baseten | UbiOps |
|---|---|---|
| Best for | Production inference platform for custom and open-source models | Model serving and orchestration for private AI on any infrastructure |
| Category | Models & APIs | Models & APIs |
| Pricing model | Paid | Freemium |
| Starting price | See pricing page | See pricing page |
| Free plan | No | Yes |
| Made by | Baseten | Dutch Analytics B.V. |
| Based in | United States | Netherlands |
| Rating | No ratings yet | No ratings yet |
| Key features |
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Pricing compared
Baseten starts at See pricing page and UbiOps starts at See pricing page. Check both pricing pages for current plans.
Free plan
Cheapest paid plan
Top plan
Free trial
2 plans
Basic
Pay as you go
- $0 per month base fee
- GPUs billed per minute (T4 $0.01052/min)
- Model APIs per 1M tokens
Pro
Contact sales
- Priority access to high-demand GPUs
- Dedicated compute
- Higher Model API rate limits
Prices in USD, checked Oct 28, 2026 or later. Plans change often, so confirm on each tool's site before you buy.
Pros and cons
Baseten
- Strong production reliability
- Fast cold starts
- Good for custom models
- Costs rise with idle GPUs
- Needs engineering effort
- Less suited to hobby use
UbiOps
- Runs on-premise, hybrid or multi-cloud
- No Kubernetes management needed
- Track record in regulated industries
- Paid plan prices are not published
- Built for engineering teams, not beginners
- Smaller community than big cloud ML tools
Which one should you choose?
Choose Baseten if you want:
- Strong production reliability
- Fast cold starts
- Good for custom models
Watch out: costs rise with idle gpus.
Choose UbiOps if you want:
- Runs on-premise, hybrid or multi-cloud
- No Kubernetes management needed
- Track record in regulated industries
Watch out: paid plan prices are not published.
Baseten vs UbiOps FAQ
What is the difference between Baseten and UbiOps?
Baseten: Production inference platform for custom and open-source models. UbiOps: Model serving and orchestration for private AI on any infrastructure. Both are models & apis tools.
Is Baseten or UbiOps cheaper?
Baseten starts at See pricing page and UbiOps starts at See pricing page. Check both pricing pages for current plans.
Do Baseten and UbiOps have free plans?
Baseten: No. UbiOps: Yes.
Who makes Baseten?
Baseten is made by Baseten, based in United States.
Who makes UbiOps?
UbiOps is made by Dutch Analytics B.V., based in Netherlands.
Which should I choose, Baseten or UbiOps?
Choose Baseten if you value strong production reliability and fast cold starts. Choose UbiOps if you value runs on-premise, hybrid or multi-cloud and no kubernetes management needed.