GPU Comparison

NVIDIA RTX 4070 TivsAMD MI250X

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

vs
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
Performance Leader
AMD

AMD MI250X

CDNA 2 Architecture

VRAM128 GB HBM2e
FP32 Performance47.9 TFLOPS
Memory Bandwidth3277 GB/s
TDP560W
Avg. Price/Hour$1.35

Detailed Specifications

SpecificationNVIDIA RTX 4070 TiAMD MI250X
Architecture
Ada Lovelace
CDNA 2
Release Year
2023
2021
VRAM
12 GB
128 GB+90.6%
Memory Type
GDDR6X
HBM2e
Memory Bandwidth
504 GB/s
3277 GB/s+84.6%
FP32 Performance
40.1 TFLOPS
47.9 TFLOPS+16.3%
FP16 Performance
80.2 TFLOPS
95.7 TFLOPS+16.2%
INT8 Performance
321 TOPS
383 TOPS+16.2%
Tensor Cores
7680
N/A
CUDA Cores
7680
14080
TDP
285W
560W
Form Factor
Consumer
OAM
NVLink Support
No
No
Avg. Price/Hour
$0.28
$1.35+79.3%

Performance Breakdown

Compute Performance

Single-precision floating-point performance for general compute workloads

NVIDIA RTX 4070 Ti
40.1TFLOPS
AMD MI250X
47.9TFLOPS

AMD MI250X is 16.3% faster

AI Training Performance

Half-precision performance optimized for deep learning training

NVIDIA RTX 4070 Ti
80.2TFLOPS
AMD MI250X
95.7TFLOPS

AMD MI250X is 16.2% faster

AI Inference Performance

Integer performance for efficient model inference and deployment

NVIDIA RTX 4070 Ti
321TOPS
AMD MI250X
383TOPS

AMD MI250X is 16.2% faster

Memory Bandwidth

Data transfer speed between GPU and memory

NVIDIA RTX 4070 Ti
504GB/s
AMD MI250X
3277GB/s

AMD MI250X is 84.6% faster

Performance

AMD MI250X

Memory

AMD MI250X

Value

NVIDIA RTX 4070 Ti

Efficiency

NVIDIA RTX 4070 Ti

Ideal Workloads

NVIDIA

NVIDIA RTX 4070 Ti

AI Prototyping
Content Creation
Budget ML Training
Development
AMD

AMD MI250X

HPC
AI Training
Scientific Computing
Research

Cost Analysis

Hourly Rate

NVIDIA RTX 4070 Ti
$0.28per hour
AMD MI250X
$1.35per hour
Savings with NVIDIA RTX 4070 Ti$1.07 (79%)

Daily Cost

NVIDIA RTX 4070 Ti
$6.72per day
AMD MI250X
$32.40per day
Savings with NVIDIA RTX 4070 Ti$25.68 (79%)

Monthly Cost

NVIDIA RTX 4070 Ti
$204.40per month
AMD MI250X
$985.50per month
Savings with NVIDIA RTX 4070 Ti$781.10 (79%)

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