GPU Comparison

NVIDIA A100 PCIevsNVIDIA V100

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

NVIDIA

NVIDIA A100 PCIe

Ampere · 2020

Faster
VRAM80 GB HBM2e
FP3219.5 TFLOPS
FP1678 TFLOPS
Bandwidth1935 GB/s
TDP300W
Price$0.98/hr
NVIDIA

NVIDIA V100

Volta · 2017

VRAM32 GB HBM2
FP3215.7 TFLOPS
FP1631.4 TFLOPS
Bandwidth900 GB/s
TDP300W
Price$0.55/hr

Specifications · Comparison

Side by side specs.

SpecNVIDIA A100 PCIeNVIDIA V100
ArchitectureAmpereVolta
VRAM80 GB+150.0%32 GB
Memory TypeHBM2eHBM2
Memory Bandwidth1935 GB/s+115.0%900 GB/s
FP32 Performance19.5 TFLOPS+24.2%15.7 TFLOPS
FP16 Performance78 TFLOPS+148.4%31.4 TFLOPS
INT8 Performance624 TOPS+399.2%125 TOPS
TDP300W300W
Form FactorPCIePCIe
Price (avg/hr)$0.98$0.55

Performance · Analysis

Performance breakdown.

Compute (FP32)

Raw single-precision floating point throughput

NVIDIA A100 PCIe
19.5TFLOPSWinner
NVIDIA V100
15.7TFLOPS

NVIDIA A100 PCIe is 24.2% faster

Training (FP16)

Half-precision performance for deep learning training

NVIDIA A100 PCIe
78TFLOPSWinner
NVIDIA V100
31.4TFLOPS

NVIDIA A100 PCIe is 148.4% faster

Inference (INT8)

Integer performance for model inference workloads

NVIDIA A100 PCIe
624TOPSWinner
NVIDIA V100
125TOPS

NVIDIA A100 PCIe is 399.2% faster

Memory Bandwidth

Data transfer rate between memory and compute units

NVIDIA A100 PCIe
1935GB/sWinner
NVIDIA V100
900GB/s

NVIDIA A100 PCIe is 115% faster

Best Compute

NVIDIA A100 PCIe

Most Memory

NVIDIA A100 PCIe

Best Training

NVIDIA A100 PCIe

Best Value

NVIDIA V100

Pricing · Cost

Cost comparison.

Hourly

NVIDIA A100 PCIe
$0.98/hr
NVIDIA V100
$0.55/hr

Save $0.43 with NVIDIA V100

Daily

NVIDIA A100 PCIe
$23.52/day
NVIDIA V100
$13.20/day

Save $10.32 with NVIDIA V100

Monthly

NVIDIA A100 PCIe
$705.60/mo
NVIDIA V100
$396.00/mo

Save $309.60 with NVIDIA V100

Use Cases · Workloads

Best for your workload.

NVIDIA

NVIDIA A100 PCIe

ML Training
AI Inference
Edge AI
NVIDIA

NVIDIA V100

Legacy ML Training
AI Research
HPC
Deep Learning

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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