GPU Comparison

NVIDIA RTX 5090vsAMD MI300X

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

NVIDIA

NVIDIA RTX 5090

Blackwell · 2025

VRAM32 GB GDDR7
FP32125 TFLOPS
FP16250 TFLOPS
Bandwidth1792 GB/s
TDP575W
Price$0.55/hr
AMD

AMD MI300X

CDNA 3 · 2023

Faster
VRAM192 GB HBM3
FP32163 TFLOPS
FP16326 TFLOPS
Bandwidth5300 GB/s
TDP750W
Price$2.50/hr

Specifications · Comparison

Side by side specs.

SpecNVIDIA RTX 5090AMD MI300X
ArchitectureBlackwellCDNA 3
VRAM32 GB192 GB+83.3%
Memory TypeGDDR7HBM3
Memory Bandwidth1792 GB/s5300 GB/s+66.2%
FP32 Performance125 TFLOPS163 TFLOPS+23.3%
FP16 Performance250 TFLOPS326 TFLOPS+23.3%
INT8 Performance1000 TOPS2610 TOPS+61.7%
TDP575W750W
Form FactorConsumerOAM
Price (avg/hr)$0.55$2.50

Performance · Analysis

Performance breakdown.

Compute (FP32)

Raw single-precision floating point throughput

NVIDIA RTX 5090
125TFLOPS
AMD MI300X
163TFLOPSWinner

AMD MI300X is 23.3% faster

Training (FP16)

Half-precision performance for deep learning training

NVIDIA RTX 5090
250TFLOPS
AMD MI300X
326TFLOPSWinner

AMD MI300X is 23.3% faster

Inference (INT8)

Integer performance for model inference workloads

NVIDIA RTX 5090
1000TOPS
AMD MI300X
2610TOPSWinner

AMD MI300X is 61.7% faster

Memory Bandwidth

Data transfer rate between memory and compute units

NVIDIA RTX 5090
1792GB/s
AMD MI300X
5300GB/sWinner

AMD MI300X is 66.2% faster

Best Compute

AMD MI300X

Most Memory

AMD MI300X

Best Training

AMD MI300X

Best Value

NVIDIA RTX 5090

Pricing · Cost

Cost comparison.

Hourly

NVIDIA RTX 5090
$0.55/hr
AMD MI300X
$2.50/hr

Save $1.95 with NVIDIA RTX 5090

Daily

NVIDIA RTX 5090
$13.20/day
AMD MI300X
$60.00/day

Save $46.80 with NVIDIA RTX 5090

Monthly

NVIDIA RTX 5090
$396.00/mo
AMD MI300X
$1800.00/mo

Save $1404.00 with NVIDIA RTX 5090

Use Cases · Workloads

Best for your workload.

NVIDIA

NVIDIA RTX 5090

AI Development
Content Creation
Gaming Workloads
AMD

AMD MI300X

LLM Training
AI Research
HPC
Scientific Computing

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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