GPU Comparison

NVIDIA A100 SXMvsNVIDIA L40S

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

vs
NVIDIA

NVIDIA A100 SXM

Ampere Architecture

VRAM80 GB HBM2e
FP32 Performance19.5 TFLOPS
Memory Bandwidth2039 GB/s
TDP400W
Avg. Price/Hour$1.05
Performance Leader
NVIDIA

NVIDIA L40S

Ada Lovelace Architecture

VRAM48 GB GDDR6
FP32 Performance91.6 TFLOPS
Memory Bandwidth864 GB/s
TDP350W
Avg. Price/Hour$0.85

Detailed Specifications

SpecificationNVIDIA A100 SXMNVIDIA L40S
Architecture
Ampere
Ada Lovelace
Release Year
2020
2023
VRAM
80 GB+66.7%
48 GB
Memory Type
HBM2e
GDDR6
Memory Bandwidth
2039 GB/s+136.0%
864 GB/s
FP32 Performance
19.5 TFLOPS
91.6 TFLOPS+78.7%
FP16 Performance
78 TFLOPS
183 TFLOPS+57.4%
INT8 Performance
624 TOPS
733 TOPS+14.9%
Tensor Cores
6912
18176
CUDA Cores
6912
18176
TDP
400W
350W
Form Factor
SXM
PCIe
NVLink Support
Yes
No
Avg. Price/Hour
$1.05+23.5%
$0.85

Performance Breakdown

Compute Performance

Single-precision floating-point performance for general compute workloads

NVIDIA A100 SXM
19.5TFLOPS
NVIDIA L40S
91.6TFLOPS

NVIDIA L40S is 78.7% faster

AI Training Performance

Half-precision performance optimized for deep learning training

NVIDIA A100 SXM
78TFLOPS
NVIDIA L40S
183TFLOPS

NVIDIA L40S is 57.4% faster

AI Inference Performance

Integer performance for efficient model inference and deployment

NVIDIA A100 SXM
624TOPS
NVIDIA L40S
733TOPS

NVIDIA L40S is 14.9% faster

Memory Bandwidth

Data transfer speed between GPU and memory

NVIDIA A100 SXM
2039GB/s
NVIDIA L40S
864GB/s

NVIDIA A100 SXM is 136% faster

Performance

NVIDIA L40S

Memory

NVIDIA A100 SXM

Value

NVIDIA L40S

Efficiency

NVIDIA L40S

Ideal Workloads

NVIDIA

NVIDIA A100 SXM

ML Training
AI Inference
Data Analytics
HPC
NVIDIA

NVIDIA L40S

AI Inference
Graphics Rendering
Video Processing

Cost Analysis

Hourly Rate

NVIDIA A100 SXM
$1.05per hour
NVIDIA L40S
$0.85per hour
Savings with NVIDIA L40S$0.20 (19%)

Daily Cost

NVIDIA A100 SXM
$25.20per day
NVIDIA L40S
$20.40per day
Savings with NVIDIA L40S$4.80 (19%)

Monthly Cost

NVIDIA A100 SXM
$766.50per month
NVIDIA L40S
$620.50per month
Savings with NVIDIA L40S$146.00 (19%)

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