Report
Pierre FerraguÊ

AI datacenter industry model v2.0 – less, but more expensive chips, with more memory content.

HBM content per GPU increased 6x in the last 4 years, and this trend is unlikely to abate: Nvidia's B200 features 2.4x more HBM than H100, Broadcom showed an AI ASIC with 12 HBM stacks, and future generations could feature 24/32 stacks.
We update our datacenter infrastructure model to reflect this trend, increasing our AI chip ASPs to make room for the higher HBM content.
Underlyings
Advanced Micro Devices Inc.

Advanced Micro Devices is a semiconductor company. The company primarily provides x86 microprocessors, as standalone devices or as incorporated into an accelerated processing unit, chipsets, graphics processing units (GPUs), data center and personnel GPUs, and development services; server and embedded processors, semi-custom System-on-Chip products, development services and technology for game consoles. The company also licenses portions of its intellectual property portfolio. The company's segments are: Computing and Graphics, which consists of desktop, notebooks, commercial, and chipsets products; and Enterprise, Embedded and Semi-Custom, which includes server processors, and embedded P\processors products.

Broadcom Inc.

Broadcom, via its subsidiaries, is a designer, developer and supplier of a range of semiconductor and infrastructure software solutions. The company develops semiconductor devices with a focus on digital and mixed signal complementary metal oxide semiconductor based devices and analog III-V based products. The company provides products that are used in end products such as enterprise and data center networking, home connectivity, set-top boxes, broadband access, telecommunication equipment, smartphones and base stations, data center servers and storage systems, and factory automation. The company has three segments: semiconductor solutions, infrastructure software and intellectual property licensing.

Intel Corporation

Intel is a data-centric company. The company's operating segments are: Data Center Group, which develops platforms for compute, storage, and network functions; Internet of Things Group, which facilitates its customers creating, storing, and processing data; Mobileye, which provides assistance and automation solutions; Non-Volatile Memory Solutions Group, which provides memory and storage products based on Intel? Optane? technology and Intel? 3D NAND technology; Programmable Solutions Group, which provides programmable semiconductors; and Client Computing Group, which connects people to data, allowing each person to focus, create, and engage in ways that unlock their individual potential.

Micron Technology Inc.

Micron Technology provides memory and storage solutions. The company's portfolio of memory and storage technologies include Dynamic Random Access Memory, Not And, 3D XPoint? memory, and Not Or. The company's segments are: Compute and Networking Business, which includes memory products sold into client, cloud server, enterprise, graphics, and networking markets; Mobile Business, which includes memory products sold into smartphone and other mobile-device markets; Storage Business, which includes Solid-State Drives and component-level solutions sold into enterprise and cloud, client, and consumer storage markets; and Embedded Business, which includes memory and storage products.

NVIDIA Corporation

NVIDIA engages in graphics processing unit (GPU)-based visual computing and accelerated computing platforms. The company has two segments, GPU and Tegra Processor, which are based on a single underlying architecture. The company's GPU product brands are aimed at markets including GeForce for gamers; Quadro for designers; Tesla and DGX for artificial intelligence data scientists and big data researchers; and GRID for cloud-based visual computing users. The company's Tegra brand integrates an entire computer onto a single chip, and incorporates GPUs and multi-core CPUs to drive supercomputing for autonomous robots, drones, and cars, as well as for game consoles and mobile gaming and entertainment devices.

Provider
New Street Research
New Street Research

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Analysts
Pierre FerraguÊ

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