Hyperscalers' AI Spending to Surge Over 60% by 2026
Written by Emily J. Thompson, Senior Investment Analyst
Updated: Apr 07 2026
0mins
Should l Buy NVDA?
Source: NASDAQ.COM
- AI Spending Forecast: Jamie Dimon anticipates that the top five hyperscalers will increase their AI spending from $450 billion in 2025 to $725 billion in 2026, representing a more than 60% increase, indicating substantial room for market expansion despite near-term challenges like inflation and geopolitical tensions.
- Data Center Investments: The majority of this spending will focus on upgrading data centers to support the latest AI applications, benefiting data center REITs such as Equinix and Digital Realty, which offer yields of 1.9% and 2.7% respectively, providing investors with stable returns amidst market volatility.
- Chipmakers to Gain: Leading AI chip manufacturers like Nvidia and Broadcom are set to profit from this trend, with Nvidia being the largest producer of data center GPUs and Broadcom supplying customizable ASIC AI accelerators that help hyperscalers reduce costs significantly.
- Software Companies at Risk: Established cloud software firms like Salesforce and ServiceNow may struggle to keep pace with the AI market shift, as newer AI companies offer more agile solutions, potentially leading customers to abandon traditional platforms in favor of innovative competitors, threatening the market share of legacy firms.
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Analyst Views on NVDA
Wall Street analysts forecast NVDA stock price to rise
41 Analyst Rating
39 Buy
1 Hold
1 Sell
Strong Buy
Current: 215.200
Low
200.00
Averages
264.97
High
352.00
Current: 215.200
Low
200.00
Averages
264.97
High
352.00
About NVDA
NVIDIA Corporation is an artificial intelligence (AI) infrastructure company. The Company is engaged in accelerated computing to help solve the challenging computational problems. Its segments include Compute & Networking and Graphics. The Compute & Networking segment includes its Data Center accelerated computing and networking platforms and AI solutions and software, and automotive platforms and autonomous and electric vehicle solutions, including software. The Graphics segment includes GeForce GPUs for gaming and personal computers (PCs), and Quadro/NVIDIA RTX GPUs for enterprise workstation graphics. Its technology stack includes the foundational NVIDIA CUDA development platform that runs on all NVIDIA GPUs, as well as hundreds of domain-specific software libraries, frameworks, algorithms, software development kits (SDKs), and application programming interfaces (APIs). Its platforms address four markets, which include Data Center, Gaming, Professional Visualization, and Automotive.
About the author
Emily J. Thompson
Emily J. Thompson, a Chartered Financial Analyst (CFA) with 12 years in investment research, graduated with honors from the Wharton School. Specializing in industrial and technology stocks, she provides in-depth analysis for Intellectia’s earnings and market brief reports.
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- Strong Market Demand: The anticipated market opportunity for Nvidia's Blackwell and Rubin systems has surged to over $1 trillion, as CEO Jensen Huang highlights a significant increase from the previous $500 billion forecast, showcasing the rapid evolution of AI infrastructure demand.
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See More
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- Margin Advantage: Micron's gross profit margin is expected to exceed 75% this year, significantly higher than Nvidia's 71%, allowing the company to reap substantial profits during the memory chip
See More
