GPU Comparison

NVIDIA RTX A6000vsAMD MI250X

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

NVIDIA

NVIDIA RTX A6000

Ampere · 2020

VRAM48 GB GDDR6
FP3238.7 TFLOPS
FP1677.4 TFLOPS
Bandwidth768 GB/s
TDP300W
Price$0.70/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 RTX A6000AMD MI250X
ArchitectureAmpereCDNA 2
VRAM48 GB128 GB+62.5%
Memory TypeGDDR6HBM2e
Memory Bandwidth768 GB/s3277 GB/s+76.6%
FP32 Performance38.7 TFLOPS47.9 TFLOPS+19.2%
FP16 Performance77.4 TFLOPS95.7 TFLOPS+19.1%
INT8 Performance310 TOPS383 TOPS+19.1%
TDP300W560W
Form FactorPCIeOAM
Price (avg/hr)$0.70$1.35

Performance · Analysis

Performance breakdown.

Compute (FP32)

Raw single-precision floating point throughput

NVIDIA RTX A6000
38.7TFLOPS
AMD MI250X
47.9TFLOPSWinner

AMD MI250X is 19.2% faster

Training (FP16)

Half-precision performance for deep learning training

NVIDIA RTX A6000
77.4TFLOPS
AMD MI250X
95.7TFLOPSWinner

AMD MI250X is 19.1% faster

Inference (INT8)

Integer performance for model inference workloads

NVIDIA RTX A6000
310TOPS
AMD MI250X
383TOPSWinner

AMD MI250X is 19.1% faster

Memory Bandwidth

Data transfer rate between memory and compute units

NVIDIA RTX A6000
768GB/s
AMD MI250X
3277GB/sWinner

AMD MI250X is 76.6% faster

Best Compute

AMD MI250X

Most Memory

AMD MI250X

Best Training

AMD MI250X

Best Value

NVIDIA RTX A6000

Pricing · Cost

Cost comparison.

Hourly

NVIDIA RTX A6000
$0.70/hr
AMD MI250X
$1.35/hr

Save $0.65 with NVIDIA RTX A6000

Daily

NVIDIA RTX A6000
$16.80/day
AMD MI250X
$32.40/day

Save $15.60 with NVIDIA RTX A6000

Monthly

NVIDIA RTX A6000
$504.00/mo
AMD MI250X
$972.00/mo

Save $468.00 with NVIDIA RTX A6000

Use Cases · Workloads

Best for your workload.

NVIDIA

NVIDIA RTX A6000

Professional Visualization
AI Development
Content Creation
CAD/CAM
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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