GPU Comparison

NVIDIA GB300vsAMD MI300X

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

vs
NVIDIA

NVIDIA GB300

Blackwell Architecture

VRAM256 GB HBM3e
FP32 Performance120 TFLOPS
Memory Bandwidth10000 GB/s
TDP1200W
Avg. Price/Hour$4.25
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 GB300AMD MI300X
Architecture
Blackwell
CDNA 3
Release Year
2025
2023
VRAM
256 GB+33.3%
192 GB
Memory Type
HBM3e
HBM3
Memory Bandwidth
10000 GB/s+88.7%
5300 GB/s
FP32 Performance
120 TFLOPS
163 TFLOPS+26.4%
FP16 Performance
240 TFLOPS
326 TFLOPS+26.4%
INT8 Performance
4800 TOPS+83.9%
2610 TOPS
Tensor Cores
20480
N/A
CUDA Cores
N/A
19456
TDP
1200W
750W
Form Factor
SXM
OAM
NVLink Support
Yes
No
Avg. Price/Hour
$4.25+70.0%
$2.5

Performance Breakdown

Compute Performance

Single-precision floating-point performance for general compute workloads

NVIDIA GB300
120TFLOPS
AMD MI300X
163TFLOPS

AMD MI300X is 26.4% faster

AI Training Performance

Half-precision performance optimized for deep learning training

NVIDIA GB300
240TFLOPS
AMD MI300X
326TFLOPS

AMD MI300X is 26.4% faster

AI Inference Performance

Integer performance for efficient model inference and deployment

NVIDIA GB300
4800TOPS
AMD MI300X
2610TOPS

NVIDIA GB300 is 83.9% faster

Memory Bandwidth

Data transfer speed between GPU and memory

NVIDIA GB300
10000GB/s
AMD MI300X
5300GB/s

NVIDIA GB300 is 88.7% faster

Performance

AMD MI300X

Memory

NVIDIA GB300

Value

AMD MI300X

Efficiency

AMD MI300X

Ideal Workloads

NVIDIA

NVIDIA GB300

Frontier AI Models
AGI Research
Exascale Computing
Multi-Modal AI
AMD

AMD MI300X

LLM Training
AI Research
HPC
Scientific Computing

Cost Analysis

Hourly Rate

NVIDIA GB300
$4.25per hour
AMD MI300X
$2.50per hour
Savings with AMD MI300X$1.75 (41%)

Daily Cost

NVIDIA GB300
$102.00per day
AMD MI300X
$60.00per day
Savings with AMD MI300X$42.00 (41%)

Monthly Cost

NVIDIA GB300
$3102.50per month
AMD MI300X
$1825.00per month
Savings with AMD MI300X$1277.50 (41%)

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Frequently Asked Questions

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