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AMD Instinct MI400 Series vs NVIDIA A100
Side-by-side comparison of AMD Instinct MI400 Series (Hardware) and NVIDIA A100 (Hardware).
Live Data← All Comparisons
71.5
Composite Score
AMD Instinct MI400 Series
Hardware · Advanced Micro Devices (AMD)
78.6
Composite Score
NVIDIA A100
Hardware · NVIDIA
Overall Winner
NVIDIA A100
AMD Instinct MI400 Series wins 2 of 6 categories · NVIDIA A100 wins 4 of 6 categories
Score Comparison
AMD Instinct MI400 SeriesvsNVIDIA A100
Composite
71.5:78.6
Adoption
70:92
Quality
85:90
Freshness
80:65
Citations
70:95
Engagement
60:0
Details
FieldAMD Instinct MI400 SeriesNVIDIA A100
TypeHardwareHardware
ProviderAdvanced Micro Devices (AMD)NVIDIA
VersionMI400 SeriesSXM4
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 Ampere architecture GPU that defined the modern AI training era. With 80GB HBM2e memory and TF32 precision, it powered the first generation of large language model training at scale and remains widely deployed in production.
Capabilities
Only AMD Instinct MI400 Series
high-throughput computematrix operationslarge memory capacitygpu virtualization
Shared
None
Only NVIDIA A100
ai-traininginferencetf32-computenvlink3multi-instance-gpu
Integrations
Only AMD Instinct MI400 Series
None
Shared
None
Only NVIDIA A100
cudatensorrtncclcudnn
Tags
Only AMD Instinct MI400 Series
ai-acceleratorhpc
Shared
gpudata-center
Only NVIDIA A100
traininginferenceampere
Use Cases
AMD Instinct MI400 Series
- ▸ai training
- ▸ai inference
- ▸scientific simulations
- ▸data analytics
NVIDIA A100
- ▸llm training
- ▸inference serving
- ▸hpc
- ▸scientific computing
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