GPU Comparison

AMD MI300XvsNVIDIA H100 SXM

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 H100 SXM

Hopper · 2022

VRAM80 GB HBM3
FP3260 TFLOPS
FP16120 TFLOPS
Bandwidth3350 GB/s
TDP700W
Price$1.50/hr

Specifications · Comparison

Side by side specs.

SpecAMD MI300XNVIDIA H100 SXM
ArchitectureCDNA 3Hopper
VRAM192 GB+140.0%80 GB
Memory TypeHBM3HBM3
Memory Bandwidth5300 GB/s+58.2%3350 GB/s
FP32 Performance163 TFLOPS+171.7%60 TFLOPS
FP16 Performance326 TFLOPS+171.7%120 TFLOPS
INT8 Performance2610 TOPS+8.8%2400 TOPS
TDP750W700W
Form FactorOAMSXM
Price (avg/hr)$2.50$1.50

Performance · Analysis

Performance breakdown.

Compute (FP32)

Raw single-precision floating point throughput

AMD MI300X
163TFLOPSWinner
NVIDIA H100 SXM
60TFLOPS

AMD MI300X is 171.7% faster

Training (FP16)

Half-precision performance for deep learning training

AMD MI300X
326TFLOPSWinner
NVIDIA H100 SXM
120TFLOPS

AMD MI300X is 171.7% faster

Inference (INT8)

Integer performance for model inference workloads

AMD MI300X
2610TOPSWinner
NVIDIA H100 SXM
2400TOPS

AMD MI300X is 8.8% faster

Memory Bandwidth

Data transfer rate between memory and compute units

AMD MI300X
5300GB/sWinner
NVIDIA H100 SXM
3350GB/s

AMD MI300X is 58.2% faster

Best Compute

AMD MI300X

Most Memory

AMD MI300X

Best Training

AMD MI300X

Best Value

NVIDIA H100 SXM

Pricing · Cost

Cost comparison.

Hourly

AMD MI300X
$2.50/hr
NVIDIA H100 SXM
$1.50/hr

Save $1.00 with NVIDIA H100 SXM

Daily

AMD MI300X
$60.00/day
NVIDIA H100 SXM
$36.00/day

Save $24.00 with NVIDIA H100 SXM

Monthly

AMD MI300X
$1800.00/mo
NVIDIA H100 SXM
$1080.00/mo

Save $720.00 with NVIDIA H100 SXM

Use Cases · Workloads

Best for your workload.

AMD

AMD MI300X

LLM Training
AI Research
HPC
Scientific Computing
NVIDIA

NVIDIA H100 SXM

Deep Learning Training
LLM Fine-tuning
AI Research
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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