GPU Comparison

NVIDIA A100 SXMvsAMD MI250X

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

NVIDIA

NVIDIA A100 SXM

Ampere · 2020

VRAM80 GB HBM2e
FP3219.5 TFLOPS
FP1678 TFLOPS
Bandwidth2039 GB/s
TDP400W
Price$1.05/hr
AMD

AMD MI250X

CDNA 2 · 2021

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

Specifications · Comparison

Side by side specs.

SpecNVIDIA A100 SXMAMD MI250X
ArchitectureAmpereCDNA 2
VRAM80 GB128 GB+37.5%
Memory TypeHBM2eHBM2e
Memory Bandwidth2039 GB/s3277 GB/s+37.8%
FP32 Performance19.5 TFLOPS47.9 TFLOPS+59.3%
FP16 Performance78 TFLOPS95.7 TFLOPS+18.5%
INT8 Performance624 TOPS+62.9%383 TOPS
TDP400W560W
Form FactorSXMOAM
Price (avg/hr)$1.05$1.35

Performance · Analysis

Performance breakdown.

Compute (FP32)

Raw single-precision floating point throughput

NVIDIA A100 SXM
19.5TFLOPS
AMD MI250X
47.9TFLOPSWinner

AMD MI250X is 59.3% faster

Training (FP16)

Half-precision performance for deep learning training

NVIDIA A100 SXM
78TFLOPS
AMD MI250X
95.7TFLOPSWinner

AMD MI250X is 18.5% faster

Inference (INT8)

Integer performance for model inference workloads

NVIDIA A100 SXM
624TOPSWinner
AMD MI250X
383TOPS

NVIDIA A100 SXM is 62.9% faster

Memory Bandwidth

Data transfer rate between memory and compute units

NVIDIA A100 SXM
2039GB/s
AMD MI250X
3277GB/sWinner

AMD MI250X is 37.8% faster

Best Compute

AMD MI250X

Most Memory

AMD MI250X

Best Training

AMD MI250X

Best Value

NVIDIA A100 SXM

Pricing · Cost

Cost comparison.

Hourly

NVIDIA A100 SXM
$1.05/hr
AMD MI250X
$1.35/hr

Save $0.30 with NVIDIA A100 SXM

Daily

NVIDIA A100 SXM
$25.20/day
AMD MI250X
$32.40/day

Save $7.20 with NVIDIA A100 SXM

Monthly

NVIDIA A100 SXM
$756.00/mo
AMD MI250X
$972.00/mo

Save $216.00 with NVIDIA A100 SXM

Use Cases · Workloads

Best for your workload.

NVIDIA

NVIDIA A100 SXM

ML Training
AI Inference
Data Analytics
HPC
AMD

AMD MI250X

HPC
AI Training
Scientific Computing
Research

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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