GPU Comparison

NVIDIA V100vsAMD MI300X

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

NVIDIA

NVIDIA V100

Volta · 2017

VRAM32 GB HBM2
FP3215.7 TFLOPS
FP1631.4 TFLOPS
Bandwidth900 GB/s
TDP300W
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 V100AMD MI300X
ArchitectureVoltaCDNA 3
VRAM32 GB192 GB+83.3%
Memory TypeHBM2HBM3
Memory Bandwidth900 GB/s5300 GB/s+83%
FP32 Performance15.7 TFLOPS163 TFLOPS+90.4%
FP16 Performance31.4 TFLOPS326 TFLOPS+90.4%
INT8 Performance125 TOPS2610 TOPS+95.2%
TDP300W750W
Form FactorPCIeOAM
Price (avg/hr)$0.55$2.50

Performance · Analysis

Performance breakdown.

Compute (FP32)

Raw single-precision floating point throughput

NVIDIA V100
15.7TFLOPS
AMD MI300X
163TFLOPSWinner

AMD MI300X is 90.4% faster

Training (FP16)

Half-precision performance for deep learning training

NVIDIA V100
31.4TFLOPS
AMD MI300X
326TFLOPSWinner

AMD MI300X is 90.4% faster

Inference (INT8)

Integer performance for model inference workloads

NVIDIA V100
125TOPS
AMD MI300X
2610TOPSWinner

AMD MI300X is 95.2% faster

Memory Bandwidth

Data transfer rate between memory and compute units

NVIDIA V100
900GB/s
AMD MI300X
5300GB/sWinner

AMD MI300X is 83% faster

Best Compute

AMD MI300X

Most Memory

AMD MI300X

Best Training

AMD MI300X

Best Value

NVIDIA V100

Pricing · Cost

Cost comparison.

Hourly

NVIDIA V100
$0.55/hr
AMD MI300X
$2.50/hr

Save $1.95 with NVIDIA V100

Daily

NVIDIA V100
$13.20/day
AMD MI300X
$60.00/day

Save $46.80 with NVIDIA V100

Monthly

NVIDIA V100
$396.00/mo
AMD MI300X
$1800.00/mo

Save $1404.00 with NVIDIA V100

Use Cases · Workloads

Best for your workload.

NVIDIA

NVIDIA V100

Legacy ML Training
AI Research
HPC
Deep Learning
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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