GPU Comparison

AMD MI300XvsNVIDIA B200

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

AMD

AMD MI300X

CDNA 3 · 2023

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

NVIDIA B200

Blackwell · 2024

VRAM192 GB HBM3e
FP3290 TFLOPS
FP16180 TFLOPS
Bandwidth8000 GB/s
TDP1000W
Price$3.40/hr

Specifications · Comparison

Side by side specs.

SpecAMD MI300XNVIDIA B200
ArchitectureCDNA 3Blackwell
VRAM192 GB192 GB
Memory TypeHBM3HBM3e
Memory Bandwidth5300 GB/s8000 GB/s+33.8%
FP32 Performance163 TFLOPS+81.1%90 TFLOPS
FP16 Performance326 TFLOPS+81.1%180 TFLOPS
INT8 Performance2610 TOPS3600 TOPS+27.5%
TDP750W1000W
Form FactorOAMSXM
Price (avg/hr)$2.50$3.40

Performance · Analysis

Performance breakdown.

Compute (FP32)

Raw single-precision floating point throughput

AMD MI300X
163TFLOPSWinner
NVIDIA B200
90TFLOPS

AMD MI300X is 81.1% faster

Training (FP16)

Half-precision performance for deep learning training

AMD MI300X
326TFLOPSWinner
NVIDIA B200
180TFLOPS

AMD MI300X is 81.1% faster

Inference (INT8)

Integer performance for model inference workloads

AMD MI300X
2610TOPS
NVIDIA B200
3600TOPSWinner

NVIDIA B200 is 27.5% faster

Memory Bandwidth

Data transfer rate between memory and compute units

AMD MI300X
5300GB/s
NVIDIA B200
8000GB/sWinner

NVIDIA B200 is 33.8% faster

Best Compute

AMD MI300X

Most Memory

AMD MI300X

Best Training

AMD MI300X

Best Value

AMD MI300X

Pricing · Cost

Cost comparison.

Hourly

AMD MI300X
$2.50/hr
NVIDIA B200
$3.40/hr

Save $0.90 with AMD MI300X

Daily

AMD MI300X
$60.00/day
NVIDIA B200
$81.60/day

Save $21.60 with AMD MI300X

Monthly

AMD MI300X
$1800.00/mo
NVIDIA B200
$2448.00/mo

Save $648.00 with AMD MI300X

Use Cases · Workloads

Best for your workload.

AMD

AMD MI300X

LLM Training
AI Research
HPC
Scientific Computing
NVIDIA

NVIDIA B200

Large Language Models
Multi-Modal AI
Scientific Computing
Enterprise AI

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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