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NVIDIA H100 vs AMD Instinct MI400 Series
Side-by-side comparison of NVIDIA H100 (Hardware) and AMD Instinct MI400 Series (Hardware).
Live Data← All Comparisons
80.1
Composite Score
NVIDIA H100
Hardware · NVIDIA
71.5
Composite Score
AMD Instinct MI400 Series
Hardware · Advanced Micro Devices (AMD)
Overall Winner
NVIDIA H100
NVIDIA H100 wins 5 of 6 categories · AMD Instinct MI400 Series wins 1 of 6 categories
Score Comparison
NVIDIA H100vsAMD Instinct MI400 Series
Composite
80.1:71.5
Adoption
95:70
Quality
98:85
Freshness
85:80
Citations
90:70
Engagement
0:60
Details
FieldNVIDIA H100AMD Instinct MI400 Series
TypeHardwareHardware
ProviderNVIDIAAdvanced Micro Devices (AMD)
VersionSXM5MI400 Series
Categoryai-infrastructureai-hardware
Pricingpaidenterprise
LicenseProprietaryProprietary
DescriptionNVIDIA's flagship data center GPU based on the Hopper architecture. Designed for large-scale AI training and inference with Transformer Engine and FP8 support. Delivers breakthrough performance for LLM training and HPC workloads.The 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.
Capabilities
Only NVIDIA H100
ai-traininginferencefp8-computenvlinktransformer-engine
Shared
None
Only AMD Instinct MI400 Series
high-throughput computematrix operationslarge memory capacitygpu virtualization
Integrations
Only NVIDIA H100
cudatensorrtncclcudnn
Shared
None
Only AMD Instinct MI400 Series
None
Tags
Only NVIDIA H100
traininginferencehopper
Shared
gpudata-center
Only AMD Instinct MI400 Series
ai-acceleratorhpc
Use Cases
NVIDIA H100
- ▸llm training
- ▸inference serving
- ▸hpc
- ▸scientific computing
AMD Instinct MI400 Series
- ▸ai training
- ▸ai inference
- ▸scientific simulations
- ▸data analytics
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