GPU Comparison

NVIDIA RTX 3090vsAMD MI250X

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

NVIDIA

NVIDIA RTX 3090

Ampere · 2020

VRAM24 GB GDDR6X
FP3235.6 TFLOPS
FP1671 TFLOPS
Bandwidth936 GB/s
TDP350W
Price$0.22/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 3090AMD MI250X
ArchitectureAmpereCDNA 2
VRAM24 GB128 GB+81.3%
Memory TypeGDDR6XHBM2e
Memory Bandwidth936 GB/s3277 GB/s+71.4%
FP32 Performance35.6 TFLOPS47.9 TFLOPS+25.7%
FP16 Performance71 TFLOPS95.7 TFLOPS+25.8%
INT8 Performance284 TOPS383 TOPS+25.8%
TDP350W560W
Form FactorConsumerOAM
Price (avg/hr)$0.22$1.35

Performance · Analysis

Performance breakdown.

Compute (FP32)

Raw single-precision floating point throughput

NVIDIA RTX 3090
35.6TFLOPS
AMD MI250X
47.9TFLOPSWinner

AMD MI250X is 25.7% faster

Training (FP16)

Half-precision performance for deep learning training

NVIDIA RTX 3090
71TFLOPS
AMD MI250X
95.7TFLOPSWinner

AMD MI250X is 25.8% faster

Inference (INT8)

Integer performance for model inference workloads

NVIDIA RTX 3090
284TOPS
AMD MI250X
383TOPSWinner

AMD MI250X is 25.8% faster

Memory Bandwidth

Data transfer rate between memory and compute units

NVIDIA RTX 3090
936GB/s
AMD MI250X
3277GB/sWinner

AMD MI250X is 71.4% faster

Best Compute

AMD MI250X

Most Memory

AMD MI250X

Best Training

AMD MI250X

Best Value

NVIDIA RTX 3090

Pricing · Cost

Cost comparison.

Hourly

NVIDIA RTX 3090
$0.22/hr
AMD MI250X
$1.35/hr

Save $1.13 with NVIDIA RTX 3090

Daily

NVIDIA RTX 3090
$5.28/day
AMD MI250X
$32.40/day

Save $27.12 with NVIDIA RTX 3090

Monthly

NVIDIA RTX 3090
$158.40/mo
AMD MI250X
$972.00/mo

Save $813.60 with NVIDIA RTX 3090

Use Cases · Workloads

Best for your workload.

NVIDIA

NVIDIA RTX 3090

AI Prototyping
Content Creation
Budget ML Training
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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