GPU Comparison

NVIDIA A40vsAMD MI250X

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

NVIDIA

NVIDIA A40

Ampere · 2020

VRAM48 GB GDDR6
FP3237.4 TFLOPS
FP1674.8 TFLOPS
Bandwidth696 GB/s
TDP300W
Price$0.75/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 A40AMD MI250X
ArchitectureAmpereCDNA 2
VRAM48 GB128 GB+62.5%
Memory TypeGDDR6HBM2e
Memory Bandwidth696 GB/s3277 GB/s+78.8%
FP32 Performance37.4 TFLOPS47.9 TFLOPS+21.9%
FP16 Performance74.8 TFLOPS95.7 TFLOPS+21.8%
INT8 Performance299 TOPS383 TOPS+21.9%
TDP300W560W
Form FactorPCIeOAM
Price (avg/hr)$0.75$1.35

Performance · Analysis

Performance breakdown.

Compute (FP32)

Raw single-precision floating point throughput

NVIDIA A40
37.4TFLOPS
AMD MI250X
47.9TFLOPSWinner

AMD MI250X is 21.9% faster

Training (FP16)

Half-precision performance for deep learning training

NVIDIA A40
74.8TFLOPS
AMD MI250X
95.7TFLOPSWinner

AMD MI250X is 21.8% faster

Inference (INT8)

Integer performance for model inference workloads

NVIDIA A40
299TOPS
AMD MI250X
383TOPSWinner

AMD MI250X is 21.9% faster

Memory Bandwidth

Data transfer rate between memory and compute units

NVIDIA A40
696GB/s
AMD MI250X
3277GB/sWinner

AMD MI250X is 78.8% faster

Best Compute

AMD MI250X

Most Memory

AMD MI250X

Best Training

AMD MI250X

Best Value

NVIDIA A40

Pricing · Cost

Cost comparison.

Hourly

NVIDIA A40
$0.75/hr
AMD MI250X
$1.35/hr

Save $0.60 with NVIDIA A40

Daily

NVIDIA A40
$18.00/day
AMD MI250X
$32.40/day

Save $14.40 with NVIDIA A40

Monthly

NVIDIA A40
$540.00/mo
AMD MI250X
$972.00/mo

Save $432.00 with NVIDIA A40

Use Cases · Workloads

Best for your workload.

NVIDIA

NVIDIA A40

AI Inference
Graphics Rendering
Virtual Workstations
Data Science
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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