GPU Comparison

AMD MI250XvsNVIDIA H200

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 H200

Hopper · 2023

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

Specifications · Comparison

Side by side specs.

SpecAMD MI250XNVIDIA H200
ArchitectureCDNA 2Hopper
VRAM128 GB141 GB+9.2%
Memory TypeHBM2eHBM3e
Memory Bandwidth3277 GB/s4800 GB/s+31.7%
FP32 Performance47.9 TFLOPS67 TFLOPS+28.5%
FP16 Performance95.7 TFLOPS134 TFLOPS+28.6%
INT8 Performance383 TOPS2680 TOPS+85.7%
TDP560W700W
Form FactorOAMSXM
Price (avg/hr)$1.35$2.25

Performance · Analysis

Performance breakdown.

Compute (FP32)

Raw single-precision floating point throughput

AMD MI250X
47.9TFLOPS
NVIDIA H200
67TFLOPSWinner

NVIDIA H200 is 28.5% faster

Training (FP16)

Half-precision performance for deep learning training

AMD MI250X
95.7TFLOPS
NVIDIA H200
134TFLOPSWinner

NVIDIA H200 is 28.6% faster

Inference (INT8)

Integer performance for model inference workloads

AMD MI250X
383TOPS
NVIDIA H200
2680TOPSWinner

NVIDIA H200 is 85.7% faster

Memory Bandwidth

Data transfer rate between memory and compute units

AMD MI250X
3277GB/s
NVIDIA H200
4800GB/sWinner

NVIDIA H200 is 31.7% faster

Best Compute

NVIDIA H200

Most Memory

NVIDIA H200

Best Training

NVIDIA H200

Best Value

AMD MI250X

Pricing · Cost

Cost comparison.

Hourly

AMD MI250X
$1.35/hr
NVIDIA H200
$2.25/hr

Save $0.90 with AMD MI250X

Daily

AMD MI250X
$32.40/day
NVIDIA H200
$54.00/day

Save $21.60 with AMD MI250X

Monthly

AMD MI250X
$972.00/mo
NVIDIA H200
$1620.00/mo

Save $648.00 with AMD MI250X

Use Cases · Workloads

Best for your workload.

AMD

AMD MI250X

HPC
AI Training
Scientific Computing
Research
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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