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AMD Instinct MI400 Series vs NVIDIA RTX 4090
Side-by-side comparison of AMD Instinct MI400 Series (Hardware) and NVIDIA RTX 4090 (Hardware).
Live Data← All Comparisons
71.5
Composite Score
AMD Instinct MI400 Series
Hardware · Advanced Micro Devices (AMD)
72.6
Composite Score
NVIDIA RTX 4090
Hardware · NVIDIA
Overall Winner
NVIDIA RTX 4090
AMD Instinct MI400 Series wins 2 of 6 categories · NVIDIA RTX 4090 wins 4 of 6 categories
Score Comparison
AMD Instinct MI400 SeriesvsNVIDIA RTX 4090
Composite
71.5:72.6
Adoption
70:88
Quality
85:87
Freshness
80:72
Citations
70:80
Engagement
60:0
Details
FieldAMD Instinct MI400 SeriesNVIDIA RTX 4090
TypeHardwareHardware
ProviderAdvanced Micro Devices (AMD)NVIDIA
VersionMI400 SeriesFounders Edition
Categoryai-hardwareai-infrastructure
Pricingenterprisepaid
LicenseProprietaryProprietary
DescriptionThe AMD Instinct MI400 series is a family of data center GPUs designed for high-performance computing and AI workloads. It leverages AMD's CDNA 4 architecture and offers significant improvements in performance and energy efficiency compared to previous generations, targeting large-scale AI training and inference.NVIDIA's flagship consumer GPU based on Ada Lovelace. Has become popular for local LLM inference and fine-tuning due to its 24GB GDDR6X memory and high performance-per-dollar ratio, enabling on-premise AI workloads without data center costs.
Capabilities
Only AMD Instinct MI400 Series
high-throughput computematrix operationslarge memory capacitygpu virtualization
Shared
None
Only NVIDIA RTX 4090
inferencefine-tuninggraphics-renderingfp8-computelocal-ai
Integrations
Only AMD Instinct MI400 Series
None
Shared
None
Only NVIDIA RTX 4090
cudatensorrtollamallama.cpp
Tags
Only AMD Instinct MI400 Series
ai-acceleratordata-centerhpc
Shared
gpu
Only NVIDIA RTX 4090
consumerworkstationinferenceada-lovelacelocal-ai
Use Cases
AMD Instinct MI400 Series
- ▸ai training
- ▸ai inference
- ▸scientific simulations
- ▸data analytics
NVIDIA RTX 4090
- ▸local inference
- ▸fine tuning
- ▸gaming
- ▸content creation
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