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AMD Instinct MI400 Series vs NVIDIA H200

Side-by-side comparison of AMD Instinct MI400 Series (Hardware) and NVIDIA H200 (Hardware).

71.5
Composite Score
AMD Instinct MI400 Series
Hardware · Advanced Micro Devices (AMD)
71.3
Composite Score
NVIDIA H200
Hardware · NVIDIA
Overall Winner
AMD Instinct MI400 Series
AMD Instinct MI400 Series wins 2 of 6 categories · NVIDIA H200 wins 4 of 6 categories

Score Comparison

AMD Instinct MI400 SeriesvsNVIDIA H200
Composite
71.5:71.3
Adoption
70:80
Quality
85:99
Freshness
80:92
Citations
70:78
Engagement
60:0

Details

FieldAMD Instinct MI400 SeriesNVIDIA H200
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.Enhanced version of the H100 featuring HBM3e memory with 141GB capacity and 4.8 TB/s bandwidth. Provides substantially improved memory bandwidth for memory-bound AI inference workloads and large model serving.

Capabilities

Only AMD Instinct MI400 Series

high-throughput computematrix operationslarge memory capacitygpu virtualization

Shared

None

Only NVIDIA H200

ai-traininginferencefp8-computenvlinktransformer-enginehigh-bandwidth-memory

Integrations

Only AMD Instinct MI400 Series

None

Shared

None

Only NVIDIA H200

cudatensorrtncclcudnn

Tags

Only AMD Instinct MI400 Series

ai-acceleratorhpc

Shared

gpudata-center

Only NVIDIA H200

traininginferencehopperhbm3e

Use Cases

AMD Instinct MI400 Series

  • ai training
  • ai inference
  • scientific simulations
  • data analytics

NVIDIA H200

  • llm inference
  • large model serving
  • hpc
  • llm training
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https://aaas.blog/compare/amd-instinct-mi400-vs-nvidia-h200

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