GPU Comparison

NVIDIA RTX 3090vsAMD MI300X

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

vs
NVIDIA

NVIDIA RTX 3090

Ampere Architecture

VRAM24 GB GDDR6X
FP32 Performance35.6 TFLOPS
Memory Bandwidth936 GB/s
TDP350W
Avg. Price/Hour$0.22
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 3090AMD MI300X
Architecture
Ampere
CDNA 3
Release Year
2020
2023
VRAM
24 GB
192 GB+87.5%
Memory Type
GDDR6X
HBM3
Memory Bandwidth
936 GB/s
5300 GB/s+82.3%
FP32 Performance
35.6 TFLOPS
163 TFLOPS+78.2%
FP16 Performance
71 TFLOPS
326 TFLOPS+78.2%
INT8 Performance
284 TOPS
2610 TOPS+89.1%
Tensor Cores
10496
N/A
CUDA Cores
10496
19456
TDP
350W
750W
Form Factor
Consumer
OAM
NVLink Support
Yes
No
Avg. Price/Hour
$0.22
$2.5+91.2%

Performance Breakdown

Compute Performance

Single-precision floating-point performance for general compute workloads

NVIDIA RTX 3090
35.6TFLOPS
AMD MI300X
163TFLOPS

AMD MI300X is 78.2% faster

AI Training Performance

Half-precision performance optimized for deep learning training

NVIDIA RTX 3090
71TFLOPS
AMD MI300X
326TFLOPS

AMD MI300X is 78.2% faster

AI Inference Performance

Integer performance for efficient model inference and deployment

NVIDIA RTX 3090
284TOPS
AMD MI300X
2610TOPS

AMD MI300X is 89.1% faster

Memory Bandwidth

Data transfer speed between GPU and memory

NVIDIA RTX 3090
936GB/s
AMD MI300X
5300GB/s

AMD MI300X is 82.3% faster

Performance

AMD MI300X

Memory

AMD MI300X

Value

NVIDIA RTX 3090

Efficiency

AMD MI300X

Ideal Workloads

NVIDIA

NVIDIA RTX 3090

AI Prototyping
Content Creation
Budget ML Training
AMD

AMD MI300X

LLM Training
AI Research
HPC
Scientific Computing

Cost Analysis

Hourly Rate

NVIDIA RTX 3090
$0.22per hour
AMD MI300X
$2.50per hour
Savings with NVIDIA RTX 3090$2.28 (91%)

Daily Cost

NVIDIA RTX 3090
$5.28per day
AMD MI300X
$60.00per day
Savings with NVIDIA RTX 3090$54.72 (91%)

Monthly Cost

NVIDIA RTX 3090
$160.60per month
AMD MI300X
$1825.00per month
Savings with NVIDIA RTX 3090$1664.40 (91%)

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