2026 Cloud AI Outlook: NA Hyperscalers Target GPU & ASICs
Last Modified
2025-11-05
Update Frequency
Aperiodically
Format
North American cloud giants are substantially increasing Capex, signaling an investment peak in AI infrastructure over the next two years. Shifting to large-scale, long-term strategies, they are focusing on high-end GPU Racks and accelerating in-house AI ASIC development to secure market leadership and drive rapid AI server growth.
Key Highlights
- Accelerated AI Investment: Major North American CSPs are significantly raising Capex, shifting to large-scale, long-cycle AI infrastructure strategies with strong momentum expected to continue for years.
- Focus on GPU Racks: Investment is heavily concentrated on high-end NVIDIA GPU rack solutions (GB/VR series), with NA providers taking a dominant share; AMD is also introducing competing solutions.
- Rise of Custom ASICs: To reduce reliance and improve cost efficiency, giants like Google, AWS, and Meta are accelerating in-house AI ASIC development, enhancing their technological autonomy.
- Strong Market Outlook: AI server shipment growth is projected to continue its upward revision, driven by the dual investment tracks (GPU + ASIC) and emerging sovereign AI projects.
Table of Contents
- CSPs' Outlook on Capex Upward Revised Once Again for 2025; Investment Momentum Remains Strong for 2026
- Average Capex Growth among Major Global CSPs in 2026
- Five Major North American CSPs to Drive Growth of GB300 and VR200 GPU Rack Shipments in 2026
- North America's Top Five CSPs Expected to Dominate Total GB and VR Rack Shipments by 2026, with Oracle Having Largest Share
- AI Chip Self-Sufficiency Is a Rising Trend, and US-Based CSPs Are Expediting In-House ASIC Development and Strengthen Control over Key Technologies
- CSPs Ramp Up AI ASIC Development to Achieve a Greater Degree of Computing Self-Sufficiency and Differentiation Competitiveness
<Total Pages: 6>

Spotlight Report
-
DRAM Monthly Datasheet Aug. 2026
2026/08/19
Semiconductors
EXCEL
-
NAND Flash Monthly Datasheet Aug. 2026
2026/08/17
Semiconductors
EXCEL
-
3Q26 Memory Price Forecast
2026/06/30
Semiconductors
PDF
-
Global Memory Supply-Demand Divergence: Analyzing 2027 DRAM Structural Tightness and NAND Flash Oversupply
2026/07/28
Semiconductors
PDF
-
DRAM Contract Price Jun. 2026
2026/06/30
Semiconductors
PDF
-
DRAM Contract Price Jul. 2026
2026/07/31
Semiconductors
PDF
AI Server PackageRelated Reports
Download Report
2,000
Membership
- AI Server Package
- Selected Topics
- Selected Topics-TF-0100_2026 Cloud AI Outlook: NA Hyperscalers Target GPU & ASICs
Spotlight Report
-
DRAM Monthly Datasheet Aug. 2026
2026/08/19
Semiconductors
EXCEL
-
NAND Flash Monthly Datasheet Aug. 2026
2026/08/17
Semiconductors
EXCEL
-
3Q26 Memory Price Forecast
2026/06/30
Semiconductors
PDF
-
Global Memory Supply-Demand Divergence: Analyzing 2027 DRAM Structural Tightness and NAND Flash Oversupply
2026/07/28
Semiconductors
PDF
-
DRAM Contract Price Jun. 2026
2026/06/30
Semiconductors
PDF
-
DRAM Contract Price Jul. 2026
2026/07/31
Semiconductors
PDF