GPU Comparison

AMD MI300XvsNVIDIA H200

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

vs
Performance Leader
AMD

AMD MI300X

CDNA 3 Architecture

VRAM192 GB HBM3
FP32 Performance163 TFLOPS
Memory Bandwidth5300 GB/s
TDP750W
Avg. Price/Hour$2.5
NVIDIA

NVIDIA H200

Hopper Architecture

VRAM141 GB HBM3e
FP32 Performance67 TFLOPS
Memory Bandwidth4800 GB/s
TDP700W
Avg. Price/Hour$2.25

Detailed Specifications

SpecificationAMD MI300XNVIDIA H200
Architecture
CDNA 3
Hopper
Release Year
2023
2023
VRAM
192 GB+36.2%
141 GB
Memory Type
HBM3
HBM3e
Memory Bandwidth
5300 GB/s+10.4%
4800 GB/s
FP32 Performance
163 TFLOPS+143.3%
67 TFLOPS
FP16 Performance
326 TFLOPS+143.3%
134 TFLOPS
INT8 Performance
2610 TOPS
2680 TOPS+2.6%
Tensor Cores
N/A
16896
CUDA Cores
19456
16896
TDP
750W
700W
Form Factor
OAM
SXM
NVLink Support
No
Yes
Avg. Price/Hour
$2.5+11.1%
$2.25

Performance Breakdown

Compute Performance

Single-precision floating-point performance for general compute workloads

AMD MI300X
163TFLOPS
NVIDIA H200
67TFLOPS

AMD MI300X is 143.3% faster

AI Training Performance

Half-precision performance optimized for deep learning training

AMD MI300X
326TFLOPS
NVIDIA H200
134TFLOPS

AMD MI300X is 143.3% faster

AI Inference Performance

Integer performance for efficient model inference and deployment

AMD MI300X
2610TOPS
NVIDIA H200
2680TOPS

NVIDIA H200 is 2.6% faster

Memory Bandwidth

Data transfer speed between GPU and memory

AMD MI300X
5300GB/s
NVIDIA H200
4800GB/s

AMD MI300X is 10.4% faster

Performance

AMD MI300X

Memory

AMD MI300X

Value

NVIDIA H200

Efficiency

AMD MI300X

Ideal Workloads

AMD

AMD MI300X

LLM Training
AI Research
HPC
Scientific Computing
NVIDIA

NVIDIA H200

LLM Training
LLM Inference
Generative AI
HPC

Cost Analysis

Hourly Rate

AMD MI300X
$2.50per hour
NVIDIA H200
$2.25per hour
Savings with NVIDIA H200$0.25 (10%)

Daily Cost

AMD MI300X
$60.00per day
NVIDIA H200
$54.00per day
Savings with NVIDIA H200$6.00 (10%)

Monthly Cost

AMD MI300X
$1825.00per month
NVIDIA H200
$1642.50per month
Savings with NVIDIA H200$182.50 (10%)

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