kitio.aiAlibaba Cloud PAI vs Cloudera AI
A side-by-side look at pricing plans, free tiers, features, pros and cons, updated for 2026. Alibaba Cloud PAI starts at See pricing page and Cloudera AI 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
- Data labeling (PAI-iTAG)
- Notebook development (PAI-DSW)
- Distributed training (PAI-DLC)
- Model serving (PAI-EAS)
- Model Gallery deployments
- AI Workbench
- AI Inference service
- AI Studios
- Hybrid cloud and on-premises
- Shared governance with the data platform
| Feature | Alibaba Cloud PAI | Cloudera AI |
|---|---|---|
| Best for | Alibaba Cloud's platform for labeling, training and serving ML models | Enterprise platform for building and serving AI next to your data |
| Category | Models & APIs | Models & APIs |
| Pricing model | Paid | Paid |
| Starting price | See pricing page | See pricing page |
| Free plan | No | No |
| Made by | Alibaba Cloud | Cloudera |
| Based in | China | United States |
| Rating | No ratings yet | No ratings yet |
| Key features |
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Pricing compared
Alibaba Cloud PAI starts at See pricing page and Cloudera AI starts at See pricing page. Check both pricing pages for current plans.
Free plan
Cheapest paid plan
Top plan
Free trial
3 plans
Machine Learning
$0.20 / CCU
- Cloud ML workspaces
- GPU pricing differs
AI Inference
$0.25 / CCU
- Model serving on Cloudera cloud
On premises
Contact sales
- Annual subscription
- Business support included
Prices in USD, checked Nov 5, 2026 or later. Plans change often, so confirm on each tool's site before you buy.
Pros and cons
Alibaba Cloud PAI
- Covers the full ML lifecycle
- One-click deployment of open models
- CPU and GPU resources with autoscaling
- Pricing requires the cloud calculator
- Many modules to learn
- Best suited to existing Alibaba Cloud users
Cloudera AI
- Runs in the cloud or on premises
- Close to existing Cloudera data
- Usage-based billing on cloud
- Built for large enterprises
- Pricing in compute units is hard to predict
- On-premises pricing requires sales
Which one should you choose?
Choose Alibaba Cloud PAI if you want:
- Covers the full ML lifecycle
- One-click deployment of open models
- CPU and GPU resources with autoscaling
Watch out: pricing requires the cloud calculator.
Choose Cloudera AI if you want:
- Runs in the cloud or on premises
- Close to existing Cloudera data
- Usage-based billing on cloud
Watch out: built for large enterprises.
Alibaba Cloud PAI vs Cloudera AI FAQ
What is the difference between Alibaba Cloud PAI and Cloudera AI?
Alibaba Cloud PAI: Alibaba Cloud's platform for labeling, training and serving ML models. Cloudera AI: Enterprise platform for building and serving AI next to your data. Both are models & apis tools.
Is Alibaba Cloud PAI or Cloudera AI cheaper?
Alibaba Cloud PAI starts at See pricing page and Cloudera AI starts at See pricing page. Check both pricing pages for current plans.
Do Alibaba Cloud PAI and Cloudera AI have free plans?
Alibaba Cloud PAI: No. Cloudera AI: No.
Who makes Alibaba Cloud PAI?
Alibaba Cloud PAI is made by Alibaba Cloud, based in China.
Who makes Cloudera AI?
Cloudera AI is made by Cloudera, based in United States.
Which should I choose, Alibaba Cloud PAI or Cloudera AI?
Choose Alibaba Cloud PAI if you value covers the full ml lifecycle and one-click deployment of open models. Choose Cloudera AI if you value runs in the cloud or on premises and close to existing cloudera data.