Comprehensive comparison for AI, machine learning, and high-performance computing workloads.

CDNA 2 Architecture
Hopper Architecture
| Specification | AMD MI210 | NVIDIA H100 PCIe |
|---|---|---|
| Architecture | CDNA 2 | Hopper |
| Release Year | 2021 | 2022 |
| VRAM | 64 GB | 80 GB+20% |
| Memory Type | HBM2e | HBM3 |
| Memory Bandwidth | 1638 GB/s | 2000 GB/s+18.1% |
| FP32 Performance | 23.9 TFLOPS | 51 TFLOPS+53.1% |
| FP16 Performance | 47.9 TFLOPS | 102 TFLOPS+53% |
| INT8 Performance | 192 TOPS | 2040 TOPS+90.6% |
| Tensor Cores | N/A | 14592 |
| CUDA Cores | 6656 | 14592 |
| TDP | 300W | 350W |
| Form Factor | PCIe | PCIe |
| NVLink Support | No | No |
| Avg. Price/Hour | $0.82 | $1.4+41.4% |
Single-precision floating-point performance for general compute workloads
NVIDIA H100 PCIe is 53.1% faster
Half-precision performance optimized for deep learning training
NVIDIA H100 PCIe is 53% faster
Integer performance for efficient model inference and deployment
NVIDIA H100 PCIe is 90.6% faster
Data transfer speed between GPU and memory
NVIDIA H100 PCIe is 18.1% faster
NVIDIA H100 PCIe
NVIDIA H100 PCIe
AMD MI210
NVIDIA H100 PCIe

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