GPU Comparison

NVIDIA A100 PCIevsNVIDIA RTX 4070 Ti

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 RTX 4070 Ti

Ada Lovelace Architecture

VRAM12 GB GDDR6X
FP32 Performance40.1 TFLOPS
Memory Bandwidth504 GB/s
TDP285W
Avg. Price/Hour$0.28

Detailed Specifications

SpecificationNVIDIA A100 PCIeNVIDIA RTX 4070 Ti
Architecture
Ampere
Ada Lovelace
Release Year
2020
2023
VRAM
80 GB+566.7%
12 GB
Memory Type
HBM2e
GDDR6X
Memory Bandwidth
1935 GB/s+283.9%
504 GB/s
FP32 Performance
19.5 TFLOPS
40.1 TFLOPS+51.4%
FP16 Performance
78 TFLOPS
80.2 TFLOPS+2.7%
INT8 Performance
624 TOPS+94.4%
321 TOPS
Tensor Cores
6912
7680
CUDA Cores
6912
7680
TDP
300W
285W
Form Factor
PCIe
Consumer
NVLink Support
No
No
Avg. Price/Hour
$0.98+250.0%
$0.28

Performance Breakdown

Compute Performance

Single-precision floating-point performance for general compute workloads

NVIDIA A100 PCIe
19.5TFLOPS
NVIDIA RTX 4070 Ti
40.1TFLOPS

NVIDIA RTX 4070 Ti is 51.4% faster

AI Training Performance

Half-precision performance optimized for deep learning training

NVIDIA A100 PCIe
78TFLOPS
NVIDIA RTX 4070 Ti
80.2TFLOPS

NVIDIA RTX 4070 Ti is 2.7% faster

AI Inference Performance

Integer performance for efficient model inference and deployment

NVIDIA A100 PCIe
624TOPS
NVIDIA RTX 4070 Ti
321TOPS

NVIDIA A100 PCIe is 94.4% faster

Memory Bandwidth

Data transfer speed between GPU and memory

NVIDIA A100 PCIe
1935GB/s
NVIDIA RTX 4070 Ti
504GB/s

NVIDIA A100 PCIe is 283.9% faster

Performance

NVIDIA RTX 4070 Ti

Memory

NVIDIA A100 PCIe

Value

NVIDIA RTX 4070 Ti

Efficiency

NVIDIA RTX 4070 Ti

Ideal Workloads

NVIDIA

NVIDIA A100 PCIe

ML Training
AI Inference
Edge AI
NVIDIA

NVIDIA RTX 4070 Ti

AI Prototyping
Content Creation
Budget ML Training
Development

Cost Analysis

Hourly Rate

NVIDIA A100 PCIe
$0.98per hour
NVIDIA RTX 4070 Ti
$0.28per hour
Savings with NVIDIA RTX 4070 Ti$0.70 (71%)

Daily Cost

NVIDIA A100 PCIe
$23.52per day
NVIDIA RTX 4070 Ti
$6.72per day
Savings with NVIDIA RTX 4070 Ti$16.80 (71%)

Monthly Cost

NVIDIA A100 PCIe
$715.40per month
NVIDIA RTX 4070 Ti
$204.40per month
Savings with NVIDIA RTX 4070 Ti$511.00 (71%)

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