GPU Comparison

AMD MI300XvsNVIDIA H200

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

AMD

AMD MI300X

CDNA 3 · 2023

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

NVIDIA H200

Hopper · 2023

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

Specifications · Comparison

Side by side specs.

SpecAMD MI300XNVIDIA H200
ArchitectureCDNA 3Hopper
VRAM192 GB+36.2%141 GB
Memory TypeHBM3HBM3e
Memory Bandwidth5300 GB/s+10.4%4800 GB/s
FP32 Performance163 TFLOPS+143.3%67 TFLOPS
FP16 Performance326 TFLOPS+143.3%134 TFLOPS
INT8 Performance2610 TOPS2680 TOPS+2.6%
TDP750W700W
Form FactorOAMSXM
Price (avg/hr)$2.50$2.25

Performance · Analysis

Performance breakdown.

Compute (FP32)

Raw single-precision floating point throughput

AMD MI300X
163TFLOPSWinner
NVIDIA H200
67TFLOPS

AMD MI300X is 143.3% faster

Training (FP16)

Half-precision performance for deep learning training

AMD MI300X
326TFLOPSWinner
NVIDIA H200
134TFLOPS

AMD MI300X is 143.3% faster

Inference (INT8)

Integer performance for model inference workloads

AMD MI300X
2610TOPS
NVIDIA H200
2680TOPSWinner

NVIDIA H200 is 2.6% faster

Memory Bandwidth

Data transfer rate between memory and compute units

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

AMD MI300X is 10.4% faster

Best Compute

AMD MI300X

Most Memory

AMD MI300X

Best Training

AMD MI300X

Best Value

NVIDIA H200

Pricing · Cost

Cost comparison.

Hourly

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

Save $0.25 with NVIDIA H200

Daily

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

Save $6.00 with NVIDIA H200

Monthly

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

Save $180.00 with NVIDIA H200

Use Cases · Workloads

Best for your workload.

AMD

AMD MI300X

LLM Training
AI Research
HPC
Scientific Computing
NVIDIA

NVIDIA H200

LLM Training
LLM Inference
Generative AI
HPC

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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