GPU Comparison

NVIDIA H200vsAMD MI300X

Detailed specifications, performance benchmarks, and pricing comparison to help you choose the right GPU for your AI workloads.

NVIDIA

NVIDIA H200

Hopper · 2023

VRAM141 GB HBM3e
FP3267 TFLOPS
FP16134 TFLOPS
Bandwidth4800 GB/s
TDP700W
Price$2.25/hr
AMD

AMD MI300X

CDNA 3 · 2023

Faster
VRAM192 GB HBM3
FP32163 TFLOPS
FP16326 TFLOPS
Bandwidth5300 GB/s
TDP750W
Price$2.50/hr

Specifications · Comparison

Side by side specs.

SpecNVIDIA H200AMD MI300X
ArchitectureHopperCDNA 3
VRAM141 GB192 GB+26.6%
Memory TypeHBM3eHBM3
Memory Bandwidth4800 GB/s5300 GB/s+9.4%
FP32 Performance67 TFLOPS163 TFLOPS+58.9%
FP16 Performance134 TFLOPS326 TFLOPS+58.9%
INT8 Performance2680 TOPS+2.7%2610 TOPS
TDP700W750W
Form FactorSXMOAM
Price (avg/hr)$2.25$2.50

Performance · Analysis

Performance breakdown.

Compute (FP32)

Raw single-precision floating point throughput

NVIDIA H200
67TFLOPS
AMD MI300X
163TFLOPSWinner

AMD MI300X is 58.9% faster

Training (FP16)

Half-precision performance for deep learning training

NVIDIA H200
134TFLOPS
AMD MI300X
326TFLOPSWinner

AMD MI300X is 58.9% faster

Inference (INT8)

Integer performance for model inference workloads

NVIDIA H200
2680TOPSWinner
AMD MI300X
2610TOPS

NVIDIA H200 is 2.7% faster

Memory Bandwidth

Data transfer rate between memory and compute units

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

AMD MI300X is 9.4% faster

Best Compute

AMD MI300X

Most Memory

AMD MI300X

Best Training

AMD MI300X

Best Value

NVIDIA H200

Pricing · Cost

Cost comparison.

Hourly

NVIDIA H200
$2.25/hr
AMD MI300X
$2.50/hr

Save $0.25 with NVIDIA H200

Daily

NVIDIA H200
$54.00/day
AMD MI300X
$60.00/day

Save $6.00 with NVIDIA H200

Monthly

NVIDIA H200
$1620.00/mo
AMD MI300X
$1800.00/mo

Save $180.00 with NVIDIA H200

Use Cases · Workloads

Best for your workload.

NVIDIA

NVIDIA H200

LLM Training
LLM Inference
Generative AI
HPC
AMD

AMD MI300X

LLM Training
AI Research
HPC
Scientific Computing

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.

FAQ · Questions

Common questions.

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