GPU Comparison

NVIDIA GB200vsNVIDIA A40

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

vs
Performance Leader
NVIDIA

NVIDIA GB200

Blackwell Architecture

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

NVIDIA A40

Ampere Architecture

VRAM48 GB GDDR6
FP32 Performance37.4 TFLOPS
Memory Bandwidth696 GB/s
TDP300W
Avg. Price/Hour$0.75

Detailed Specifications

SpecificationNVIDIA GB200NVIDIA A40
Architecture
Blackwell
Ampere
Release Year
2024
2020
VRAM
192 GB+300.0%
48 GB
Memory Type
HBM3e
GDDR6
Memory Bandwidth
8000 GB/s+1049.4%
696 GB/s
FP32 Performance
90 TFLOPS+140.6%
37.4 TFLOPS
FP16 Performance
180 TFLOPS+140.6%
74.8 TFLOPS
INT8 Performance
3600 TOPS+1104.0%
299 TOPS
Tensor Cores
18432
10752
CUDA Cores
N/A
10752
TDP
1000W
300W
Form Factor
Superchip
PCIe
NVLink Support
Yes
No
Avg. Price/Hour
$3.75+400.0%
$0.75

Performance Breakdown

Compute Performance

Single-precision floating-point performance for general compute workloads

NVIDIA GB200
90TFLOPS
NVIDIA A40
37.4TFLOPS

NVIDIA GB200 is 140.6% faster

AI Training Performance

Half-precision performance optimized for deep learning training

NVIDIA GB200
180TFLOPS
NVIDIA A40
74.8TFLOPS

NVIDIA GB200 is 140.6% faster

AI Inference Performance

Integer performance for efficient model inference and deployment

NVIDIA GB200
3600TOPS
NVIDIA A40
299TOPS

NVIDIA GB200 is 1104% faster

Memory Bandwidth

Data transfer speed between GPU and memory

NVIDIA GB200
8000GB/s
NVIDIA A40
696GB/s

NVIDIA GB200 is 1049.4% faster

Performance

NVIDIA GB200

Memory

NVIDIA GB200

Value

NVIDIA A40

Efficiency

NVIDIA A40

Ideal Workloads

NVIDIA

NVIDIA GB200

Large Language Models
AI Supercomputing
Enterprise AI
Multi-Modal Training
NVIDIA

NVIDIA A40

AI Inference
Graphics Rendering
Virtual Workstations
Data Science

Cost Analysis

Hourly Rate

NVIDIA GB200
$3.75per hour
NVIDIA A40
$0.75per hour
Savings with NVIDIA A40$3.00 (80%)

Daily Cost

NVIDIA GB200
$90.00per day
NVIDIA A40
$18.00per day
Savings with NVIDIA A40$72.00 (80%)

Monthly Cost

NVIDIA GB200
$2737.50per month
NVIDIA A40
$547.50per month
Savings with NVIDIA A40$2190.00 (80%)

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