kitio.aiCoreWeave vs Lightning AI
A side-by-side look at pricing plans, free tiers, features, pros and cons, updated for 2026. CoreWeave starts at See pricing page and Lightning AI starts at $50/mo. 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
- Cloud Studios
- One-click GPU switching
- Multi-node training
- Model serving
- Free monthly credits
| Feature | CoreWeave | Lightning AI |
|---|---|---|
| Best for | Specialized AI cloud for large-scale GPU training and inference | Cloud workspaces with GPUs for training and serving models |
| Category | Models & APIs | Models & APIs |
| Pricing model | Paid | Freemium |
| Starting price | See pricing page | $50/mo |
| Free plan | No | Yes |
| Made by | CoreWeave | Lightning AI |
| 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 Lightning AI starts at $50/mo. 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
2 plans
Free
Free
- Up to 30 free credits
- 1 free active Studio
- Single GPUs, pay as you go
Pay as you go
From $0.55 / GPU-hour
- Billed by the second
- T4 to B200 GPUs
- Interruptible discounts
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
Lightning AI
- Ready-to-use ML environments
- Free GPU credits
- From the PyTorch Lightning team
- Free Studios need restarts
- GPU prices above marketplaces
- Credit system takes learning
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 Lightning AI if you want:
- Ready-to-use ML environments
- Free GPU credits
- From the PyTorch Lightning team
Watch out: free studios need restarts.
CoreWeave vs Lightning AI FAQ
What is the difference between CoreWeave and Lightning AI?
CoreWeave: Specialized AI cloud for large-scale GPU training and inference. Lightning AI: Cloud workspaces with GPUs for training and serving models. Both are models & apis tools.
Is CoreWeave or Lightning AI cheaper?
CoreWeave starts at See pricing page and Lightning AI starts at $50/mo. Check both pricing pages for current plans.
Do CoreWeave and Lightning AI have free plans?
CoreWeave: No. Lightning AI: Yes.
Who makes CoreWeave?
CoreWeave is made by CoreWeave, based in United States.
Who makes Lightning AI?
Lightning AI is made by Lightning AI, based in United States.
Which should I choose, CoreWeave or Lightning AI?
Choose CoreWeave if you value huge gpu capacity and built for ai workloads. Choose Lightning AI if you value ready-to-use ml environments and free gpu credits.