Prompt
Need GPUs for AI training now
Latest observation
Oct 11, 2026
OpenAI APIWeb search: off
If you need GPUs for AI training right now, the fastest options are:
Immediate cloud GPU options
- AWS: EC2 with A100/H100 instances
- Google Cloud: A2/A3 GPU instances
- Azure: ND series GPU VMs
- CoreWeave / Lambda / Runpod / Paperspace: often fastest to get dedicated training GPUs
Best “get started now” choices
- For small/medium jobs: 1–8x A100 80GB or H100
- For budget: L4, A10G, or RTX 4090-class instances
- For large distributed training: multi-node H100 clusters
If you need GPUs physically ASAP
- Buy from:
- NVIDIA RTX 4090 / 4080
- NVIDIA L40S
- A100/H100 from enterprise resellers
- Check:
- local system integrators
- enterprise resellers
- used market for A6000/A5000
Fastest path
- Pick cloud provider
- Request quota/limit increase if needed
- Launch a prebuilt ML image with CUDA/PyTorch
- Start training using spot/preemptible if cost matters
If you want, I can help you choose the cheapest available GPU setup today based on:
- budget
- model size
- single-node vs multi-node
- cloud vs on-prem
- region/country