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GPU comparison

NVIDIA H100 vs AMD MI250X.

Specs, performance and live cloud availability, side by side.

The short answer

  • Choose AMD MI250X if you need 128GB+ on a single GPU (48GB more than NVIDIA H100).

  • Choose NVIDIA H100 if you need FP16 tensor throughput (158% faster than AMD MI250X).

Compare another pair

vs
NVIDIA

Hopper

NVIDIA H100

from$4.29/hr
Available now · 4 regions
Memory
80 GB HBM3
FP16 tensor
up to 989 TFLOPS
Bandwidth
up to 3.4 TB/s
Full pricing details
AMD

CDNA 2

AMD MI250X

Not on demand yet
Memory
128 GB HBM2e
FP16 tensor
383 TFLOPS
Bandwidth
3.3 TB/s
Full pricing details

At a glance

Spec by spec. The longer bar is the better number.

Memory

NVIDIA H10080 GB
AMD MI250X128 GB

Memory bandwidth

NVIDIA H100up to 3.4 TB/s
AMD MI250X3.3 TB/s

FP16 tensor

NVIDIA H100up to 989 TFLOPS
AMD MI250X383 TFLOPS

FP32

NVIDIA H100up to 67 TFLOPS
AMD MI250X47.9 TFLOPS

Full specs

The complete spec sheet.

SpecNVIDIA H100AMD MI250X
ArchitectureHopperCDNA 2
Memory80 GB128 GB
Memory typeHBM3HBM2e
Memory bandwidthup to 3.4 TB/s3.3 TB/s
FP32up to 67 TFLOPS47.9 TFLOPS
FP16 tensorup to 989 TFLOPS383 TFLOPS
INT8up to 2400 TOPS383 TOPS
TDPup to 700 W560 W
GPUs per node88
Hourly price (live)from $4.29/hrNot on demand yet

Questions

H100 or MI250X. What buyers ask first.

Other comparisons

More pairs with the NVIDIA H100.