GPU Pricing & Cloud GPU Cost Comparison

The NVIDIA H100 SXM has an MSRP of around $30,000, with market prices ranging from $25,000 to $40,000 depending on availability. Cloud rental costs range from $2.00 to $4.50 per hour.

A100 80GB cloud rental costs typically range from $1.00 to $3.00 per hour depending on the provider. Spot/preemptible instances can be 50-70% cheaper.

Vast.ai and RunPod typically offer the lowest prices for consumer GPUs like RTX 4090. For data center GPUs like H100, Lambda Labs and CoreWeave are often more competitive than hyperscalers.

For many inference workloads, the RTX 4090 offers better price-to-performance than the A100. However, the A100's 80GB VRAM is essential for large models that don't fit in 24GB.

SXM GPUs use NVIDIA's proprietary socket with higher power limits and NVLink support for multi-GPU scaling. PCIe GPUs are more widely compatible but have lower bandwidth between GPUs.

The AMD MI300X offers 192GB HBM3 memory at a competitive price point. While cloud availability is more limited, it can be a cost-effective alternative for memory-bound workloads.