kitio.aiClearML vs BentoML
A side-by-side look at pricing plans, free tiers, features, pros and cons, updated for 2026. ClearML starts at $15/mo and BentoML 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
- Experiment management
- Dataset versioning
- Pipeline automation
- Hyperparameter optimization
- GPU job scheduling
- Model repository
- Open-source serving framework
- Open model catalog
- Autoscaling and scale-to-zero
- Bring your own cloud
- Observability and CI/CD
- Managed GPU cloud
| Feature | ClearML | BentoML |
|---|---|---|
| Best for | Open-source MLOps and AI infrastructure platform for GPU clusters | Open-source model serving and a managed platform for AI inference |
| Category | Models & APIs | Models & APIs |
| Pricing model | Freemium | Freemium |
| Starting price | $15/mo | See pricing page |
| Free plan | Yes | Yes |
| Made by | ClearML | BentoML |
| Based in | – | United States |
| Rating | No ratings yet | No ratings yet |
| Key features |
|
|
Pricing compared
ClearML starts at $15/mo and BentoML starts at See pricing page. Check both pricing pages for current plans.
Free plan
Cheapest paid plan
Top plan
Free trial
4 plans
Community
Free
- Up to 3 users
- Experiment management
- Dataset versioning
Pro
$15/mo
- Per user, plus usage
- Up to 10 users
- Cloud autoscaling
- Hyperparameter optimization
Scale
Custom quote
- For 8-48 GPUs
- VPC deployment
- Dynamic job scheduling
Enterprise
Contact sales
- On-prem or air-gapped
- Multi-tenant security
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
ClearML
- Free hosted tier for small teams
- Can run fully air-gapped
- Covers training through GPU scheduling
- Pro adds usage fees on top of seats
- Scale plans need a custom quote
- Many components to learn
BentoML
- Open-source core
- Runs in your cloud or on-prem
- Supports any model architecture
- Fine-grained scaling controls
- Requires ML engineering skills
- Platform pricing not in the evidence
- Self-hosting adds operational work
Which one should you choose?
Choose ClearML if you want:
- Free hosted tier for small teams
- Can run fully air-gapped
- Covers training through GPU scheduling
Watch out: pro adds usage fees on top of seats.
Choose BentoML if you want:
- Open-source core
- Runs in your cloud or on-prem
- Supports any model architecture
Watch out: requires ml engineering skills.
ClearML vs BentoML FAQ
What is the difference between ClearML and BentoML?
ClearML: Open-source MLOps and AI infrastructure platform for GPU clusters. BentoML: Open-source model serving and a managed platform for AI inference. Both are models & apis tools.
Is ClearML or BentoML cheaper?
ClearML starts at $15/mo and BentoML starts at See pricing page. Check both pricing pages for current plans.
Do ClearML and BentoML have free plans?
ClearML: Yes. BentoML: Yes.
Who makes ClearML?
ClearML is made by ClearML.
Who makes BentoML?
BentoML is made by BentoML, based in United States.
Which should I choose, ClearML or BentoML?
Choose ClearML if you value free hosted tier for small teams and can run fully air-gapped. Choose BentoML if you value open-source core and runs in your cloud or on-prem.