GPU Comparison

NVIDIA H100 PCIevsNVIDIA GB300

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 GB300

Blackwell Architecture

VRAM256 GB HBM3e
FP32 Performance120 TFLOPS
Memory Bandwidth10000 GB/s
TDP1200W
Avg. Price/Hour$4.25

Detailed Specifications

SpecificationNVIDIA H100 PCIeNVIDIA GB300
Architecture
Hopper
Blackwell
Release Year
2022
2025
VRAM
80 GB
256 GB+68.8%
Memory Type
HBM3
HBM3e
Memory Bandwidth
2000 GB/s
10000 GB/s+80%
FP32 Performance
51 TFLOPS
120 TFLOPS+57.5%
FP16 Performance
102 TFLOPS
240 TFLOPS+57.5%
INT8 Performance
2040 TOPS
4800 TOPS+57.5%
Tensor Cores
14592
20480
CUDA Cores
14592
N/A
TDP
350W
1200W
Form Factor
PCIe
SXM
NVLink Support
No
Yes
Avg. Price/Hour
$1.4
$4.25+67.1%

Performance Breakdown

Compute Performance

Single-precision floating-point performance for general compute workloads

NVIDIA H100 PCIe
51TFLOPS
NVIDIA GB300
120TFLOPS

NVIDIA GB300 is 57.5% faster

AI Training Performance

Half-precision performance optimized for deep learning training

NVIDIA H100 PCIe
102TFLOPS
NVIDIA GB300
240TFLOPS

NVIDIA GB300 is 57.5% faster

AI Inference Performance

Integer performance for efficient model inference and deployment

NVIDIA H100 PCIe
2040TOPS
NVIDIA GB300
4800TOPS

NVIDIA GB300 is 57.5% faster

Memory Bandwidth

Data transfer speed between GPU and memory

NVIDIA H100 PCIe
2000GB/s
NVIDIA GB300
10000GB/s

NVIDIA GB300 is 80% faster

Performance

NVIDIA GB300

Memory

NVIDIA GB300

Value

NVIDIA H100 PCIe

Efficiency

NVIDIA H100 PCIe

Ideal Workloads

NVIDIA

NVIDIA H100 PCIe

Deep Learning Training
AI Inference
Data Analytics
NVIDIA

NVIDIA GB300

Frontier AI Models
AGI Research
Exascale Computing
Multi-Modal AI

Cost Analysis

Hourly Rate

NVIDIA H100 PCIe
$1.40per hour
NVIDIA GB300
$4.25per hour
Savings with NVIDIA H100 PCIe$2.85 (67%)

Daily Cost

NVIDIA H100 PCIe
$33.60per day
NVIDIA GB300
$102.00per day
Savings with NVIDIA H100 PCIe$68.40 (67%)

Monthly Cost

NVIDIA H100 PCIe
$1022.00per month
NVIDIA GB300
$3102.50per month
Savings with NVIDIA H100 PCIe$2080.50 (67%)

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