Compute Comparison
NVIDIAHopper2023

GH200 Grace Hopper 96GB

TDP 900W · 1979 TFLOPS · 96GB VRAM · 4000 GB/s bandwidth

The GH200 Grace Hopper 96GB has a 900W TDP, 1979 TFLOPS of FP16 compute, 96GB of HBM3 VRAM, 4000 GB/s memory bandwidth.

Grace Hopper superchip — ARM Grace CPU + H100 GPU connected via NVLink-C2C at 900 GB/s. 96GB HBM3 + 480GB LPDDR5X system memory accessible as unified pool.

VRAM
96GB
HBM3
FP16
2.0k
TFLOPS
Bandwidth
4.0k
GB/s
TDP
900W
power
Best for:Memory-bound LLM inferenceLarge context windowsUnified CPU+GPU workloads

GH200 Grace Hopper 96GB has 96GB of memory. Compare its specs and listed cloud rental prices below. The workload must fit in VRAM with room for runtime memory; a listed price does not confirm stock.

GH200 Grace Hopper 96GB Overview

The NVIDIA GH200 combines a Hopper GH100 GPU with an Arm Grace CPU in one superchip, linking them through 900 GB/s NVLink-C2C. The GPU contributes 96GB of HBM3, 1,979 TFLOPS of FP16/BF16 performance, and FP8 Transformer Engine support, while the Grace side adds large LPDDR5X system memory to the addressable platform.

The HBM3 subsystem reaches 4,000 GB/s, making GH200 especially capable for memory-bound transformer inference. Unified CPU-GPU memory access can simplify workloads whose data or context exceeds GPU memory, but CPU-attached memory is not a substitute for HBM bandwidth; performance still depends on where active tensors reside.

GH200 is tailored to large-context LLM inference, data-intensive HPC, and applications that benefit from tightly coupled CPU and GPU memory. Its specialized form factor and high platform power make it unsuitable for ordinary PCIe GPU servers or workloads that only need standard H100 compute.

Memory

VRAM96 GB
Memory TypeHBM3
Bandwidth4000 GB/s
NVLink BW900 GB/s

Compute Performance

FP3267 TFLOPS
FP161979 TFLOPS
BF161979 TFLOPS
FP83958 TFLOPS
INT83958 TOPS

Hardware Specifications

Chip

ArchitectureGH100 Grace Hopper
GenerationHopper
Process NodeTSMC 4N
Transistors80B

Memory

VRAM96 GB
Memory TypeHBM3
Bandwidth4000 GB/s
NVLink BW900 GB/s

Power

TDP900 W
InterconnectNVLink-C2C / NVLink 4.0

Relative Performance

FP16 Compute26%
VRAM Capacity33%
Mem Bandwidth25%

Relative to highest-spec GPU in database

Limitations

Very limited cloud availability — specialized superchip form factor
Requires Grace CPU — cannot use in standard GPU servers
High cost vs standard H100 for compute-bound workloads

Live Cloud PricingOn-demand hourly rates

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Use Case Guidance

Memory-bound LLM inference
Large context windows
Unified CPU+GPU workloads

LLM Model Size Guidance

Max model (FP16)~48Bparameters at FP16 precision
Max model (INT8)~96Bparameters at INT8 precision
Max model (INT4)~192Bparameters at INT4/GGUF

Estimates only. Actual capacity depends on context length, KV cache, and framework overhead.

Related Guides

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GH200 Grace Hopper 96GB vs Alternatives — Spec Comparison

SpecGH200 Grace Hopper 96GB thisH200 141GBH100 80GBH100 SXM5 80GB
VRAM96GB HBM3141GB HBM3e▲80GB HBM380GB HBM3
Memory Bandwidth4000 GB/s4800 GB/s▲3350 GB/s3350 GB/s
FP16 TFLOPS1979▲1979▲1979▲1979▲
BF16 TFLOPS1979▲1979▲1979▲1979▲
FP8 TFLOPS3958▲3958▲3958▲3958▲
INT8 TOPS3958▲3958▲3958▲3958▲
TDP900W▲700W700W700W
Process NodeTSMC 4N▲TSMC 4N▲TSMC 4N▲TSMC 4N▲
ArchitectureGH100 Grace Hopper▲GH100▲GH100▲GH100▲
Release Year20232024▲20222022
Max model (FP16)~48B params~70B params▲~40B params~40B params
Max model (INT4)~192B params~282B params▲~160B params~160B params
▲ indicates best value in row · FP16/BF16 TFLOPS at full precision · Max model estimates at 2 bytes/param (FP16) and 0.5 bytes/param (INT4)Full side-by-side comparison

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GH200 Grace Hopper 96GB Frequently Asked Questions

What is the GH200 Grace Hopper 96GB TDP?

The GH200 Grace Hopper 96GB has a TDP (Thermal Design Power) of 900W.

How many TFLOPS does the GH200 Grace Hopper 96GB have?

The GH200 Grace Hopper 96GB delivers 1979 TFLOPS of FP16 compute and 1979 TFLOPS BF16, and 3958 TFLOPS FP8.

How much VRAM does the GH200 Grace Hopper 96GB have?

The GH200 Grace Hopper 96GB has 96GB of HBM3 VRAM.

What is the GH200 Grace Hopper 96GB's memory bandwidth?

The GH200 Grace Hopper 96GB has a memory bandwidth of 4000 GB/s.

GH200 Grace Hopper 96GB User Reviews

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