GPU Comparison

NVIDIA H100 SXMvsNVIDIA V100

Comprehensive comparison for AI, machine learning, and high-performance computing workloads.

vs
Performance Leader
NVIDIA

NVIDIA H100 SXM

Hopper Architecture

VRAM80 GB HBM3
FP32 Performance60 TFLOPS
Memory Bandwidth3350 GB/s
TDP700W
Avg. Price/Hour$1.5
NVIDIA

NVIDIA V100

Volta Architecture

VRAM32 GB HBM2
FP32 Performance15.7 TFLOPS
Memory Bandwidth900 GB/s
TDP300W
Avg. Price/Hour$0.55

Detailed Specifications

SpecificationNVIDIA H100 SXMNVIDIA V100
Architecture
Hopper
Volta
Release Year
2022
2017
VRAM
80 GB+150.0%
32 GB
Memory Type
HBM3
HBM2
Memory Bandwidth
3350 GB/s+272.2%
900 GB/s
FP32 Performance
60 TFLOPS+282.2%
15.7 TFLOPS
FP16 Performance
120 TFLOPS+282.2%
31.4 TFLOPS
INT8 Performance
2400 TOPS+1820.0%
125 TOPS
Tensor Cores
16896
5120
CUDA Cores
16896
5120
TDP
700W
300W
Form Factor
SXM
PCIe
NVLink Support
Yes
Yes
Avg. Price/Hour
$1.5+172.7%
$0.55

Performance Breakdown

Compute Performance

Single-precision floating-point performance for general compute workloads

NVIDIA H100 SXM
60TFLOPS
NVIDIA V100
15.7TFLOPS

NVIDIA H100 SXM is 282.2% faster

AI Training Performance

Half-precision performance optimized for deep learning training

NVIDIA H100 SXM
120TFLOPS
NVIDIA V100
31.4TFLOPS

NVIDIA H100 SXM is 282.2% faster

AI Inference Performance

Integer performance for efficient model inference and deployment

NVIDIA H100 SXM
2400TOPS
NVIDIA V100
125TOPS

NVIDIA H100 SXM is 1820% faster

Memory Bandwidth

Data transfer speed between GPU and memory

NVIDIA H100 SXM
3350GB/s
NVIDIA V100
900GB/s

NVIDIA H100 SXM is 272.2% faster

Performance

NVIDIA H100 SXM

Memory

NVIDIA H100 SXM

Value

NVIDIA V100

Efficiency

NVIDIA H100 SXM

Ideal Workloads

NVIDIA

NVIDIA H100 SXM

Deep Learning Training
LLM Fine-tuning
AI Research
HPC
NVIDIA

NVIDIA V100

Legacy ML Training
AI Research
HPC
Deep Learning

Cost Analysis

Hourly Rate

NVIDIA H100 SXM
$1.50per hour
NVIDIA V100
$0.55per hour
Savings with NVIDIA V100$0.95 (63%)

Daily Cost

NVIDIA H100 SXM
$36.00per day
NVIDIA V100
$13.20per day
Savings with NVIDIA V100$22.80 (63%)

Monthly Cost

NVIDIA H100 SXM
$1095.00per month
NVIDIA V100
$401.50per month
Savings with NVIDIA V100$693.50 (63%)

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