NVIDIA H100 PCIevsAMD MI250X
Detailed specifications, performance benchmarks, and pricing comparison to help you choose the right GPU for your AI workloads.
NVIDIA H100 PCIe
Hopper · 2022
AMD MI250X
CDNA 2 · 2021
Specifications · Comparison
Side by side specs.
| Spec | NVIDIA H100 PCIe | AMD MI250X |
|---|---|---|
| Architecture | Hopper | CDNA 2 |
| VRAM | 80 GB | 128 GB+37.5% |
| Memory Type | HBM3 | HBM2e |
| Memory Bandwidth | 2000 GB/s | 3277 GB/s+39% |
| FP32 Performance | 51 TFLOPS+6.5% | 47.9 TFLOPS |
| FP16 Performance | 102 TFLOPS+6.6% | 95.7 TFLOPS |
| INT8 Performance | 2040 TOPS+432.6% | 383 TOPS |
| TDP | 350W | 560W |
| Form Factor | PCIe | OAM |
| Price (avg/hr) | $1.40 | $1.35 |
Performance · Analysis
Performance breakdown.
Compute (FP32)
Raw single-precision floating point throughput
NVIDIA H100 PCIe is 6.5% faster
Training (FP16)
Half-precision performance for deep learning training
NVIDIA H100 PCIe is 6.6% faster
Inference (INT8)
Integer performance for model inference workloads
NVIDIA H100 PCIe is 432.6% faster
Memory Bandwidth
Data transfer rate between memory and compute units
AMD MI250X is 39% faster
Best Compute
NVIDIA H100 PCIe
Most Memory
AMD MI250X
Best Training
NVIDIA H100 PCIe
Best Value
AMD MI250X
Pricing · Cost
Cost comparison.
Hourly
Save $0.05 with AMD MI250X
Daily
Save $1.20 with AMD MI250X
Monthly
Save $36.00 with AMD MI250X
Use Cases · Workloads
Best for your workload.
NVIDIA H100 PCIe
AMD MI250X
Platform · Benefits
Why Runcrate.
Instant Deployment
Get your GPU instance running in minutes with pre-configured AI environments. No setup complexity.
Pay Per Hour
Only pay for the compute you actually use. Prepaid credits with transparent, per-hour billing.
Reliable Infrastructure
Enterprise-grade reliability with automatic failover and data persistence across sessions.
Related · Comparisons
Compare other GPUs.
FAQ · Questions
Common questions.
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