GPU Comparison

NVIDIA A100 PCIevsNVIDIA GB200

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

vs
NVIDIA

NVIDIA A100 PCIe

Ampere Architecture

VRAM80 GB HBM2e
FP32 Performance19.5 TFLOPS
Memory Bandwidth1935 GB/s
TDP300W
Avg. Price/Hour$0.98
Performance Leader
NVIDIA

NVIDIA GB200

Blackwell Architecture

VRAM192 GB HBM3e
FP32 Performance90 TFLOPS
Memory Bandwidth8000 GB/s
TDP1000W
Avg. Price/Hour$3.75

Detailed Specifications

SpecificationNVIDIA A100 PCIeNVIDIA GB200
Architecture
Ampere
Blackwell
Release Year
2020
2024
VRAM
80 GB
192 GB+58.3%
Memory Type
HBM2e
HBM3e
Memory Bandwidth
1935 GB/s
8000 GB/s+75.8%
FP32 Performance
19.5 TFLOPS
90 TFLOPS+78.3%
FP16 Performance
78 TFLOPS
180 TFLOPS+56.7%
INT8 Performance
624 TOPS
3600 TOPS+82.7%
Tensor Cores
6912
18432
CUDA Cores
6912
N/A
TDP
300W
1000W
Form Factor
PCIe
Superchip
NVLink Support
No
Yes
Avg. Price/Hour
$0.98
$3.75+73.9%

Performance Breakdown

Compute Performance

Single-precision floating-point performance for general compute workloads

NVIDIA A100 PCIe
19.5TFLOPS
NVIDIA GB200
90TFLOPS

NVIDIA GB200 is 78.3% faster

AI Training Performance

Half-precision performance optimized for deep learning training

NVIDIA A100 PCIe
78TFLOPS
NVIDIA GB200
180TFLOPS

NVIDIA GB200 is 56.7% faster

AI Inference Performance

Integer performance for efficient model inference and deployment

NVIDIA A100 PCIe
624TOPS
NVIDIA GB200
3600TOPS

NVIDIA GB200 is 82.7% faster

Memory Bandwidth

Data transfer speed between GPU and memory

NVIDIA A100 PCIe
1935GB/s
NVIDIA GB200
8000GB/s

NVIDIA GB200 is 75.8% faster

Performance

NVIDIA GB200

Memory

NVIDIA GB200

Value

NVIDIA A100 PCIe

Efficiency

NVIDIA GB200

Ideal Workloads

NVIDIA

NVIDIA A100 PCIe

ML Training
AI Inference
Edge AI
NVIDIA

NVIDIA GB200

Large Language Models
AI Supercomputing
Enterprise AI
Multi-Modal Training

Cost Analysis

Hourly Rate

NVIDIA A100 PCIe
$0.98per hour
NVIDIA GB200
$3.75per hour
Savings with NVIDIA A100 PCIe$2.77 (74%)

Daily Cost

NVIDIA A100 PCIe
$23.52per day
NVIDIA GB200
$90.00per day
Savings with NVIDIA A100 PCIe$66.48 (74%)

Monthly Cost

NVIDIA A100 PCIe
$715.40per month
NVIDIA GB200
$2737.50per month
Savings with NVIDIA A100 PCIe$2022.10 (74%)

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