kitio.aiCoreWeave vs Cloud TPU
A side-by-side look at pricing plans, free tiers, features, pros and cons, updated for 2026. CoreWeave starts at See pricing page and Cloud TPU 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
- Large NVIDIA clusters
- Managed Kubernetes
- AI-tuned storage
- W&B integration
- Serverless RL
- Ironwood and Trillium TPUs
- PyTorch and JAX support
- vLLM inference
- GKE integration
- Committed-use discounts
| Feature | CoreWeave | Cloud TPU |
|---|---|---|
| Best for | Specialized AI cloud for large-scale GPU training and inference | Google's custom AI accelerators for training and serving models |
| Category | Models & APIs | Models & APIs |
| Pricing model | Paid | Paid |
| Starting price | See pricing page | See pricing page |
| Free plan | No | No |
| Made by | CoreWeave | |
| Based in | United States | United States |
| Rating | No ratings yet | No ratings yet |
| Key features |
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Pricing compared
CoreWeave starts at See pricing page and Cloud TPU starts at See pricing page. Check both pricing pages for current plans.
Free plan
Cheapest paid plan
Top plan
Free trial
5 plans
NVIDIA L40
$10.00 / hour
- On-demand GPU instance
- Spot from $6.27 / hour
NVIDIA A100
$21.60 / hour
- On-demand GPU instance
- Spot from $9.65 / hour
NVIDIA GB200 NVL72
$42.00 / hour
- On-demand GPU instance
- Grace Blackwell superchips
NVIDIA HGX H100
$49.24 / hour
- On-demand GPU instance
- Spot from $19.71 / hour
Reserved capacity
Contact sales
- Committed clusters at discounted rates
4 plans
TPU v5e
$1.20 / chip-hour
- On demand, us-central1
- Cost-efficient training and inference
Trillium
$2.70 / chip-hour
- On demand, us-east1
- Sixth-generation TPU
TPU v5p
$4.20 / chip-hour
- On demand
- Large-scale training
Ironwood
$12.00 / chip-hour
- On demand, us-central1
- Newest TPU generation
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
CoreWeave
- Huge GPU capacity
- Built for AI workloads
- Integrated W&B tooling
- Mostly sold via sales contracts
- Not aimed at small teams
- Pricing not transparent
Cloud TPU
- Same chips Google uses for Gemini
- Several generations to match budget
- Large discounts for commitments
- Pricing varies by region and is hard to estimate
- Tied to Google Cloud
- Quota for big clusters goes through sales
Which one should you choose?
Choose CoreWeave if you want:
- Huge GPU capacity
- Built for AI workloads
- Integrated W&B tooling
Watch out: mostly sold via sales contracts.
Choose Cloud TPU if you want:
- Same chips Google uses for Gemini
- Several generations to match budget
- Large discounts for commitments
Watch out: pricing varies by region and is hard to estimate.
CoreWeave vs Cloud TPU FAQ
What is the difference between CoreWeave and Cloud TPU?
CoreWeave: Specialized AI cloud for large-scale GPU training and inference. Cloud TPU: Google's custom AI accelerators for training and serving models. Both are models & apis tools.
Is CoreWeave or Cloud TPU cheaper?
CoreWeave starts at See pricing page and Cloud TPU starts at See pricing page. Check both pricing pages for current plans.
Do CoreWeave and Cloud TPU have free plans?
CoreWeave: No. Cloud TPU: No.
Who makes CoreWeave?
CoreWeave is made by CoreWeave, based in United States.
Who makes Cloud TPU?
Cloud TPU is made by Google, based in United States.
Which should I choose, CoreWeave or Cloud TPU?
Choose CoreWeave if you value huge gpu capacity and built for ai workloads. Choose Cloud TPU if you value same chips google uses for gemini and several generations to match budget.