GPU Comparison

AMD MI250XvsNVIDIA H100 SXM

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

AMD

AMD MI250X

CDNA 2 · 2021

VRAM128 GB HBM2e
FP3247.9 TFLOPS
FP1695.7 TFLOPS
Bandwidth3277 GB/s
TDP560W
Price$1.35/hr
NVIDIA

NVIDIA H100 SXM

Hopper · 2022

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

Specifications · Comparison

Side by side specs.

SpecAMD MI250XNVIDIA H100 SXM
ArchitectureCDNA 2Hopper
VRAM128 GB+60.0%80 GB
Memory TypeHBM2eHBM3
Memory Bandwidth3277 GB/s3350 GB/s+2.2%
FP32 Performance47.9 TFLOPS60 TFLOPS+20.2%
FP16 Performance95.7 TFLOPS120 TFLOPS+20.3%
INT8 Performance383 TOPS2400 TOPS+84%
TDP560W700W
Form FactorOAMSXM
Price (avg/hr)$1.35$1.50

Performance · Analysis

Performance breakdown.

Compute (FP32)

Raw single-precision floating point throughput

AMD MI250X
47.9TFLOPS
NVIDIA H100 SXM
60TFLOPSWinner

NVIDIA H100 SXM is 20.2% faster

Training (FP16)

Half-precision performance for deep learning training

AMD MI250X
95.7TFLOPS
NVIDIA H100 SXM
120TFLOPSWinner

NVIDIA H100 SXM is 20.3% faster

Inference (INT8)

Integer performance for model inference workloads

AMD MI250X
383TOPS
NVIDIA H100 SXM
2400TOPSWinner

NVIDIA H100 SXM is 84% faster

Memory Bandwidth

Data transfer rate between memory and compute units

AMD MI250X
3277GB/s
NVIDIA H100 SXM
3350GB/sWinner

NVIDIA H100 SXM is 2.2% faster

Best Compute

NVIDIA H100 SXM

Most Memory

AMD MI250X

Best Training

NVIDIA H100 SXM

Best Value

AMD MI250X

Pricing · Cost

Cost comparison.

Hourly

AMD MI250X
$1.35/hr
NVIDIA H100 SXM
$1.50/hr

Save $0.15 with AMD MI250X

Daily

AMD MI250X
$32.40/day
NVIDIA H100 SXM
$36.00/day

Save $3.60 with AMD MI250X

Monthly

AMD MI250X
$972.00/mo
NVIDIA H100 SXM
$1080.00/mo

Save $108.00 with AMD MI250X

Use Cases · Workloads

Best for your workload.

AMD

AMD MI250X

HPC
AI Training
Scientific Computing
Research
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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