GPU Comparison

NVIDIA RTX 5090vsAMD MI300X

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

vs
NVIDIA

NVIDIA RTX 5090

Blackwell Architecture

VRAM32 GB GDDR7
FP32 Performance125 TFLOPS
Memory Bandwidth1792 GB/s
TDP575W
Avg. Price/Hour$0.55
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 5090AMD MI300X
Architecture
Blackwell
CDNA 3
Release Year
2025
2023
VRAM
32 GB
192 GB+83.3%
Memory Type
GDDR7
HBM3
Memory Bandwidth
1792 GB/s
5300 GB/s+66.2%
FP32 Performance
125 TFLOPS
163 TFLOPS+23.3%
FP16 Performance
250 TFLOPS
326 TFLOPS+23.3%
INT8 Performance
1000 TOPS
2610 TOPS+61.7%
Tensor Cores
21760
N/A
CUDA Cores
21760
19456
TDP
575W
750W
Form Factor
Consumer
OAM
NVLink Support
No
No
Avg. Price/Hour
$0.55
$2.5+78%

Performance Breakdown

Compute Performance

Single-precision floating-point performance for general compute workloads

NVIDIA RTX 5090
125TFLOPS
AMD MI300X
163TFLOPS

AMD MI300X is 23.3% faster

AI Training Performance

Half-precision performance optimized for deep learning training

NVIDIA RTX 5090
250TFLOPS
AMD MI300X
326TFLOPS

AMD MI300X is 23.3% faster

AI Inference Performance

Integer performance for efficient model inference and deployment

NVIDIA RTX 5090
1000TOPS
AMD MI300X
2610TOPS

AMD MI300X is 61.7% faster

Memory Bandwidth

Data transfer speed between GPU and memory

NVIDIA RTX 5090
1792GB/s
AMD MI300X
5300GB/s

AMD MI300X is 66.2% faster

Performance

AMD MI300X

Memory

AMD MI300X

Value

NVIDIA RTX 5090

Efficiency

NVIDIA RTX 5090

Ideal Workloads

NVIDIA

NVIDIA RTX 5090

AI Development
Content Creation
Gaming Workloads
AMD

AMD MI300X

LLM Training
AI Research
HPC
Scientific Computing

Cost Analysis

Hourly Rate

NVIDIA RTX 5090
$0.55per hour
AMD MI300X
$2.50per hour
Savings with NVIDIA RTX 5090$1.95 (78%)

Daily Cost

NVIDIA RTX 5090
$13.20per day
AMD MI300X
$60.00per day
Savings with NVIDIA RTX 5090$46.80 (78%)

Monthly Cost

NVIDIA RTX 5090
$401.50per month
AMD MI300X
$1825.00per month
Savings with NVIDIA RTX 5090$1423.50 (78%)

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Frequently Asked Questions

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