GPU Comparison

NVIDIA GB200vsAMD MI300X

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

NVIDIA

NVIDIA GB200

Blackwell · 2024

VRAM192 GB HBM3e
FP3290 TFLOPS
FP16180 TFLOPS
Bandwidth8000 GB/s
TDP1000W
Price$3.75/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 GB200AMD MI300X
ArchitectureBlackwellCDNA 3
VRAM192 GB192 GB
Memory TypeHBM3eHBM3
Memory Bandwidth8000 GB/s+50.9%5300 GB/s
FP32 Performance90 TFLOPS163 TFLOPS+44.8%
FP16 Performance180 TFLOPS326 TFLOPS+44.8%
INT8 Performance3600 TOPS+37.9%2610 TOPS
TDP1000W750W
Form FactorSuperchipOAM
Price (avg/hr)$3.75$2.50

Performance · Analysis

Performance breakdown.

Compute (FP32)

Raw single-precision floating point throughput

NVIDIA GB200
90TFLOPS
AMD MI300X
163TFLOPSWinner

AMD MI300X is 44.8% faster

Training (FP16)

Half-precision performance for deep learning training

NVIDIA GB200
180TFLOPS
AMD MI300X
326TFLOPSWinner

AMD MI300X is 44.8% faster

Inference (INT8)

Integer performance for model inference workloads

NVIDIA GB200
3600TOPSWinner
AMD MI300X
2610TOPS

NVIDIA GB200 is 37.9% faster

Memory Bandwidth

Data transfer rate between memory and compute units

NVIDIA GB200
8000GB/sWinner
AMD MI300X
5300GB/s

NVIDIA GB200 is 50.9% faster

Best Compute

AMD MI300X

Most Memory

NVIDIA GB200

Best Training

AMD MI300X

Best Value

AMD MI300X

Pricing · Cost

Cost comparison.

Hourly

NVIDIA GB200
$3.75/hr
AMD MI300X
$2.50/hr

Save $1.25 with AMD MI300X

Daily

NVIDIA GB200
$90.00/day
AMD MI300X
$60.00/day

Save $30.00 with AMD MI300X

Monthly

NVIDIA GB200
$2700.00/mo
AMD MI300X
$1800.00/mo

Save $900.00 with AMD MI300X

Use Cases · Workloads

Best for your workload.

NVIDIA

NVIDIA GB200

Large Language Models
AI Supercomputing
Enterprise AI
Multi-Modal Training
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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