GPU Comparison

NVIDIA H100 PCIevsAMD MI210

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

vs
Performance Leader
NVIDIA

NVIDIA H100 PCIe

Hopper Architecture

VRAM80 GB HBM3
FP32 Performance51 TFLOPS
Memory Bandwidth2000 GB/s
TDP350W
Avg. Price/Hour$1.4
AMD

AMD MI210

CDNA 2 Architecture

VRAM64 GB HBM2e
FP32 Performance23.9 TFLOPS
Memory Bandwidth1638 GB/s
TDP300W
Avg. Price/Hour$0.82

Detailed Specifications

SpecificationNVIDIA H100 PCIeAMD MI210
Architecture
Hopper
CDNA 2
Release Year
2022
2021
VRAM
80 GB+25.0%
64 GB
Memory Type
HBM3
HBM2e
Memory Bandwidth
2000 GB/s+22.1%
1638 GB/s
FP32 Performance
51 TFLOPS+113.4%
23.9 TFLOPS
FP16 Performance
102 TFLOPS+112.9%
47.9 TFLOPS
INT8 Performance
2040 TOPS+962.5%
192 TOPS
Tensor Cores
14592
N/A
CUDA Cores
14592
6656
TDP
350W
300W
Form Factor
PCIe
PCIe
NVLink Support
No
No
Avg. Price/Hour
$1.4+70.7%
$0.82

Performance Breakdown

Compute Performance

Single-precision floating-point performance for general compute workloads

NVIDIA H100 PCIe
51TFLOPS
AMD MI210
23.9TFLOPS

NVIDIA H100 PCIe is 113.4% faster

AI Training Performance

Half-precision performance optimized for deep learning training

NVIDIA H100 PCIe
102TFLOPS
AMD MI210
47.9TFLOPS

NVIDIA H100 PCIe is 112.9% faster

AI Inference Performance

Integer performance for efficient model inference and deployment

NVIDIA H100 PCIe
2040TOPS
AMD MI210
192TOPS

NVIDIA H100 PCIe is 962.5% faster

Memory Bandwidth

Data transfer speed between GPU and memory

NVIDIA H100 PCIe
2000GB/s
AMD MI210
1638GB/s

NVIDIA H100 PCIe is 22.1% faster

Performance

NVIDIA H100 PCIe

Memory

NVIDIA H100 PCIe

Value

AMD MI210

Efficiency

NVIDIA H100 PCIe

Ideal Workloads

NVIDIA

NVIDIA H100 PCIe

Deep Learning Training
AI Inference
Data Analytics
AMD

AMD MI210

HPC
Scientific Computing
AI Research
Data Analytics

Cost Analysis

Hourly Rate

NVIDIA H100 PCIe
$1.40per hour
AMD MI210
$0.82per hour
Savings with AMD MI210$0.58 (41%)

Daily Cost

NVIDIA H100 PCIe
$33.60per day
AMD MI210
$19.68per day
Savings with AMD MI210$13.92 (41%)

Monthly Cost

NVIDIA H100 PCIe
$1022.00per month
AMD MI210
$598.60per month
Savings with AMD MI210$423.40 (41%)

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Frequently Asked Questions

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