GPU Comparison

NVIDIA H100 PCIevsNVIDIA B200

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

vs
NVIDIA

NVIDIA H100 PCIe

Hopper Architecture

VRAM80 GB HBM3
FP32 Performance51 TFLOPS
Memory Bandwidth2000 GB/s
TDP350W
Avg. Price/Hour$1.4
Performance Leader
NVIDIA

NVIDIA B200

Blackwell Architecture

VRAM192 GB HBM3e
FP32 Performance90 TFLOPS
Memory Bandwidth8000 GB/s
TDP1000W
Avg. Price/Hour$3.4

Detailed Specifications

SpecificationNVIDIA H100 PCIeNVIDIA B200
Architecture
Hopper
Blackwell
Release Year
2022
2024
VRAM
80 GB
192 GB+58.3%
Memory Type
HBM3
HBM3e
Memory Bandwidth
2000 GB/s
8000 GB/s+75%
FP32 Performance
51 TFLOPS
90 TFLOPS+43.3%
FP16 Performance
102 TFLOPS
180 TFLOPS+43.3%
INT8 Performance
2040 TOPS
3600 TOPS+43.3%
Tensor Cores
14592
18432
CUDA Cores
14592
N/A
TDP
350W
1000W
Form Factor
PCIe
SXM
NVLink Support
No
Yes
Avg. Price/Hour
$1.4
$3.4+58.8%

Performance Breakdown

Compute Performance

Single-precision floating-point performance for general compute workloads

NVIDIA H100 PCIe
51TFLOPS
NVIDIA B200
90TFLOPS

NVIDIA B200 is 43.3% faster

AI Training Performance

Half-precision performance optimized for deep learning training

NVIDIA H100 PCIe
102TFLOPS
NVIDIA B200
180TFLOPS

NVIDIA B200 is 43.3% faster

AI Inference Performance

Integer performance for efficient model inference and deployment

NVIDIA H100 PCIe
2040TOPS
NVIDIA B200
3600TOPS

NVIDIA B200 is 43.3% faster

Memory Bandwidth

Data transfer speed between GPU and memory

NVIDIA H100 PCIe
2000GB/s
NVIDIA B200
8000GB/s

NVIDIA B200 is 75% faster

Performance

NVIDIA B200

Memory

NVIDIA B200

Value

NVIDIA H100 PCIe

Efficiency

NVIDIA H100 PCIe

Ideal Workloads

NVIDIA

NVIDIA H100 PCIe

Deep Learning Training
AI Inference
Data Analytics
NVIDIA

NVIDIA B200

Large Language Models
Multi-Modal AI
Scientific Computing
Enterprise AI

Cost Analysis

Hourly Rate

NVIDIA H100 PCIe
$1.40per hour
NVIDIA B200
$3.40per hour
Savings with NVIDIA H100 PCIe$2.00 (59%)

Daily Cost

NVIDIA H100 PCIe
$33.60per day
NVIDIA B200
$81.60per day
Savings with NVIDIA H100 PCIe$48.00 (59%)

Monthly Cost

NVIDIA H100 PCIe
$1022.00per month
NVIDIA B200
$2482.00per month
Savings with NVIDIA H100 PCIe$1460.00 (59%)

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