Deep Learning GPU Cost Estimator
Avoid surprise cloud bills! Estimate your deep learning training costs before you start your run.
Which GPU is best for deep learning?
The NVIDIA H100 and A100 are currently the industry standards for high-scale training due to their massive VRAM and Tensor cores. For hobbyists, the RTX 4090 offers excellent performance at a lower rental cost.
Is it better to rent or buy a GPU for AI?
Renting is better for short-term projects or when you need massive scale (e.g., a cluster of 8x H100s). Buying is more cost-effective if you plan to train models 24/7 for more than 12-18 months.
How do I reduce my GPU training costs?
Use "Spot Instances" (preemptible VMs) which are 60-90% cheaper than on-demand instances. Also, optimize your batch size and use mixed-precision training (FP16/BF16) to speed up execution.
What is the hourly rate for an H100 GPU?
On-demand prices typically range from $2.50 to $5.00 per hour per GPU, depending on the cloud provider and region.