kitio.aiWeights & Biases vs Cloudera AI
A side-by-side look at pricing plans, free tiers, features, pros and cons, updated for 2026. Weights & Biases starts at $60/mo 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
- Experiment tracking
- Hyperparameter sweeps
- Model registry
- Weave LLM tracing
- Reports
- AI Workbench
- AI Inference service
- AI Studios
- Hybrid cloud and on-premises
- Shared governance with the data platform
| Feature | Weights & Biases | Cloudera AI |
|---|---|---|
| Best for | Experiment tracking and LLM observability, now part of CoreWeave | Enterprise platform for building and serving AI next to your data |
| Category | Models & APIs | Models & APIs |
| Pricing model | Freemium | Paid |
| Starting price | $60/mo | See pricing page |
| Free plan | Yes | No |
| Made by | CoreWeave | Cloudera |
| Based in | United States | United States |
| Rating | No ratings yet | No ratings yet |
| Key features |
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Pricing compared
Weights & Biases starts at $60/mo 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
Free
Free
- Experiment tracking for individuals
- Limited storage
Pro
$60/mo
- Starting price
- Team collaboration features
- Higher usage limits
Enterprise
Contact sales
- SSO and advanced security
- Dedicated support
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 Oct 28, 2026 or later. Plans change often, so confirm on each tool's site before you buy.
Pros and cons
Weights & Biases
- Industry-standard experiment tracking
- Polished dashboards
- Covers training and LLM apps
- Pricing jumps for larger teams
- Weave ingestion billed by size
- Sign-in moved to CoreWeave
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 Weights & Biases if you want:
- Industry-standard experiment tracking
- Polished dashboards
- Covers training and LLM apps
Watch out: pricing jumps for larger teams.
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.
Weights & Biases vs Cloudera AI FAQ
What is the difference between Weights & Biases and Cloudera AI?
Weights & Biases: Experiment tracking and LLM observability, now part of CoreWeave. Cloudera AI: Enterprise platform for building and serving AI next to your data. Both are models & apis tools.
Is Weights & Biases or Cloudera AI cheaper?
Weights & Biases starts at $60/mo and Cloudera AI starts at See pricing page. Check both pricing pages for current plans.
Do Weights & Biases and Cloudera AI have free plans?
Weights & Biases: Yes. Cloudera AI: No.
Who makes Weights & Biases?
Weights & Biases is made by CoreWeave, based in United States.
Who makes Cloudera AI?
Cloudera AI is made by Cloudera, based in United States.
Which should I choose, Weights & Biases or Cloudera AI?
Choose Weights & Biases if you value industry-standard experiment tracking and polished dashboards. Choose Cloudera AI if you value runs in the cloud or on premises and close to existing cloudera data.