GPU Comparison

NVIDIA RTX 4070 TivsAMD MI300X

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 MI300X

CDNA 3 Architecture

VRAM192 GB HBM3
FP32 Performance163 TFLOPS
Memory Bandwidth5300 GB/s
TDP750W
Avg. Price/Hour$2.5

Detailed Specifications

SpecificationNVIDIA RTX 4070 TiAMD MI300X
Architecture
Ada Lovelace
CDNA 3
Release Year
2023
2023
VRAM
12 GB
192 GB+93.8%
Memory Type
GDDR6X
HBM3
Memory Bandwidth
504 GB/s
5300 GB/s+90.5%
FP32 Performance
40.1 TFLOPS
163 TFLOPS+75.4%
FP16 Performance
80.2 TFLOPS
326 TFLOPS+75.4%
INT8 Performance
321 TOPS
2610 TOPS+87.7%
Tensor Cores
7680
N/A
CUDA Cores
7680
19456
TDP
285W
750W
Form Factor
Consumer
OAM
NVLink Support
No
No
Avg. Price/Hour
$0.28
$2.5+88.8%

Performance Breakdown

Compute Performance

Single-precision floating-point performance for general compute workloads

NVIDIA RTX 4070 Ti
40.1TFLOPS
AMD MI300X
163TFLOPS

AMD MI300X is 75.4% faster

AI Training Performance

Half-precision performance optimized for deep learning training

NVIDIA RTX 4070 Ti
80.2TFLOPS
AMD MI300X
326TFLOPS

AMD MI300X is 75.4% faster

AI Inference Performance

Integer performance for efficient model inference and deployment

NVIDIA RTX 4070 Ti
321TOPS
AMD MI300X
2610TOPS

AMD MI300X is 87.7% faster

Memory Bandwidth

Data transfer speed between GPU and memory

NVIDIA RTX 4070 Ti
504GB/s
AMD MI300X
5300GB/s

AMD MI300X is 90.5% faster

Performance

AMD MI300X

Memory

AMD MI300X

Value

NVIDIA RTX 4070 Ti

Efficiency

AMD MI300X

Ideal Workloads

NVIDIA

NVIDIA RTX 4070 Ti

AI Prototyping
Content Creation
Budget ML Training
Development
AMD

AMD MI300X

LLM Training
AI Research
HPC
Scientific Computing

Cost Analysis

Hourly Rate

NVIDIA RTX 4070 Ti
$0.28per hour
AMD MI300X
$2.50per hour
Savings with NVIDIA RTX 4070 Ti$2.22 (89%)

Daily Cost

NVIDIA RTX 4070 Ti
$6.72per day
AMD MI300X
$60.00per day
Savings with NVIDIA RTX 4070 Ti$53.28 (89%)

Monthly Cost

NVIDIA RTX 4070 Ti
$204.40per month
AMD MI300X
$1825.00per month
Savings with NVIDIA RTX 4070 Ti$1620.60 (89%)

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Frequently Asked Questions

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