NVIDIA H100 PCIevsAMD MI300X
Detailed specifications, performance benchmarks, and pricing comparison to help you choose the right GPU for your AI workloads.
NVIDIA H100 PCIe
Hopper · 2022
AMD MI300X
CDNA 3 · 2023
Specifications · Comparison
Side by side specs.
| Spec | NVIDIA H100 PCIe | AMD MI300X |
|---|---|---|
| Architecture | Hopper | CDNA 3 |
| VRAM | 80 GB | 192 GB+58.3% |
| Memory Type | HBM3 | HBM3 |
| Memory Bandwidth | 2000 GB/s | 5300 GB/s+62.3% |
| FP32 Performance | 51 TFLOPS | 163 TFLOPS+68.7% |
| FP16 Performance | 102 TFLOPS | 326 TFLOPS+68.7% |
| INT8 Performance | 2040 TOPS | 2610 TOPS+21.8% |
| TDP | 350W | 750W |
| Form Factor | PCIe | OAM |
| Price (avg/hr) | $1.40 | $2.50 |
Performance · Analysis
Performance breakdown.
Compute (FP32)
Raw single-precision floating point throughput
AMD MI300X is 68.7% faster
Training (FP16)
Half-precision performance for deep learning training
AMD MI300X is 68.7% faster
Inference (INT8)
Integer performance for model inference workloads
AMD MI300X is 21.8% faster
Memory Bandwidth
Data transfer rate between memory and compute units
AMD MI300X is 62.3% faster
Best Compute
AMD MI300X
Most Memory
AMD MI300X
Best Training
AMD MI300X
Best Value
NVIDIA H100 PCIe
Pricing · Cost
Cost comparison.
Hourly
Save $1.10 with NVIDIA H100 PCIe
Daily
Save $26.40 with NVIDIA H100 PCIe
Monthly
Save $792.00 with NVIDIA H100 PCIe
Use Cases · Workloads
Best for your workload.
NVIDIA H100 PCIe
AMD MI300X
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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