Compare
AMD Instinct MI400 Series vs NVIDIA H100
Side-by-side comparison of AMD Instinct MI400 Series (Hardware) and NVIDIA H100 (Hardware).
Live Data← All Comparisons
71.5
Composite Score
AMD Instinct MI400 Series
Hardware · Advanced Micro Devices (AMD)
80.1
Composite Score
NVIDIA H100
Hardware · NVIDIA
Overall Winner
NVIDIA H100
AMD Instinct MI400 Series wins 1 of 6 categories · NVIDIA H100 wins 5 of 6 categories
Score Comparison
AMD Instinct MI400 SeriesvsNVIDIA H100
Composite
71.5:80.1
Adoption
70:95
Quality
85:98
Freshness
80:85
Citations
70:90
Engagement
60:0
Details
FieldAMD Instinct MI400 SeriesNVIDIA H100
TypeHardwareHardware
ProviderAdvanced Micro Devices (AMD)NVIDIA
VersionMI400 SeriesSXM5
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 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.
Capabilities
Only AMD Instinct MI400 Series
high-throughput computematrix operationslarge memory capacitygpu virtualization
Shared
None
Only NVIDIA H100
ai-traininginferencefp8-computenvlinktransformer-engine
Integrations
Only AMD Instinct MI400 Series
None
Shared
None
Only NVIDIA H100
cudatensorrtncclcudnn
Tags
Only AMD Instinct MI400 Series
ai-acceleratorhpc
Shared
gpudata-center
Only NVIDIA H100
traininginferencehopper
Use Cases
AMD Instinct MI400 Series
- ▸ai training
- ▸ai inference
- ▸scientific simulations
- ▸data analytics
NVIDIA H100
- ▸llm training
- ▸inference serving
- ▸hpc
- ▸scientific computing
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