The AI capital expenditure cycle

Overview

Updated Jun 3

Nvidia reported Q1 fiscal-2027 revenue of $81.6 billion on May 20, beating Wall Street's $78 billion consensus by $3.6 billion. Data center revenue hit $75 billion, up 92% from a year earlier. The company guided Q2 to $91 billion, above the $85 billion estimate, but the stock closed down 1.8% the next day as analysts said the beat was already priced in.

Microsoft, Google, Meta, and Amazon have since raised their combined 2026 capital-spending plans to roughly $700 billion, up from the $400 billion figure heading into the year. About $450 billion targets AI infrastructure directly, with Nvidia GPUs as the largest line item. Nvidia's Q2 guidance excludes China data-center revenue entirely, after a program to sell H200 chips under a U.S.-mandated revenue-sharing arrangement generated no sales.

Why it matters

Hyperscaler AI spending is the largest single capital cycle in tech history. Nvidia's quarterly numbers tell you whether it's still accelerating or starting to plateau.

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Key Indicators

$81.6B

Q1 FY27 actual revenue

Reported revenue for the quarter ended April 2026, beating the $78 billion consensus by $3.6 billion. Up 85% from Q1 fiscal-2026.

85%

Actual year-over-year revenue growth

Revenue grew from $44 billion in Q1 fiscal-2026, above the 78% consensus estimate. Third straight quarter of accelerating year-over-year growth.

$75B

Data center actual revenue

Up 92% year-over-year and 21% sequentially. Data center computing was $60 billion; networking $15 billion.

~$700B

2026 hyperscaler capex plan

Revised combined guidance from Microsoft, Google, Meta, and Amazon after Q1 2026 earnings. Up from the $400 billion figure at the start of the year. About $450 billion targets AI infrastructure directly.

$1.87

Non-GAAP EPS (actual)

Reported per-share earnings for Q1 FY2027, beating the $1.77 consensus. Up 131% from $0.81 a year earlier.

$91B

Q2 FY27 revenue guidance

Colette Kress guided Q2 at $91 billion (±2%), above the $85 billion analyst consensus. No China data-center revenue assumed in the outlook.

Voices

Curated perspectives — historical figures and your fellow readers.

Ever wondered what historical figures would say about today's headlines?

People Involved

Jensen Huang

Co-founder and CEO, Nvidia

Guided Q2 to $91 billion after Q1 beat; projects combined Blackwell and Rubin revenue of $1 trillion across 2026 and 2027

Colette Kress

Chief Financial Officer, Nvidia

Issued Q2 FY2027 guidance of $91 billion, excluding China data-center revenue

Lisa Su

CEO, Advanced Micro Devices (AMD)

Running the only credible GPU challenger

Satya Nadella

CEO, Microsoft

Largest single buyer of Nvidia GPUs

Organizations Involved

Nvidia Corporation

Semiconductor and AI computing company

Reported record Q1 FY2027 revenue of $81.6 billion; guiding Q2 to $91 billion. Effectively excluded from China's data-center market after H200 licensing program produced no revenue.

Designer of the GPUs and networking gear that train and run nearly every major AI model.

Taiwan Semiconductor Manufacturing Company (TSMC)

Contract chipmaker

Sole foundry for Nvidia's leading-edge chips

The world's largest semiconductor foundry and the only manufacturer of Nvidia's Blackwell and Rubin GPUs.

Microsoft, Google, Meta, Amazon

Cloud infrastructure operators

Combined 2026 capex plans revised to roughly $700 billion after Q1 2026 earnings, with about $450 billion targeting AI infrastructure directly

Together they account for the majority of Nvidia data center revenue and set the tempo of the capex cycle.

Advanced Micro Devices

Semiconductor Company

Lead competitor in data center GPUs

The only company shipping non-Nvidia GPUs to hyperscalers in volume.

Timeline

November 2022 May 2026

9 events Latest: May 20th, 2026 · 4 months ago

Tap a bar to jump to that date

May 2026
Q1 fiscal-2027 earnings release
Latest Earnings

Nvidia reports Q1 fiscal-2027 results after market close, with a conference call at 5 p.m. Eastern. Consensus calls for $78 billion revenue and $73 billion in data center revenue.
May 20th, 2026 • 17:00 ET
Nvidia Q1 FY2027 actual results: $81.6B revenue, $75B data center, $91B Q2 guide
Earnings

Nvidia reported Q1 fiscal-2027 revenue of $81.6 billion (85% year-over-year), topping the $78 billion consensus. Data center hit $75 billion, up 92%. Q2 guidance of $91 billion beat the $85 billion estimate. Stock fell 1.8% the next session; analysts called it a well-telegraphed beat.
May 20th, 2026 • 17:00 ET
April 2025
H20 China export license required
Regulatory

U.S. government imposes licensing on H20 sales to China. Nvidia takes multi-billion dollar inventory writedown.
April 15th, 2025
March 2025
Blackwell Ultra and Rubin announced
Product

Nvidia previews Blackwell Ultra for late 2025 and the Rubin platform for 2026.
March 18th, 2025
August 2024
Blackwell delay reports surface
Supply

Mask defects at TSMC push initial Blackwell shipments from Q3 to Q4 calendar 2024.
August 2nd, 2024
March 2024
Blackwell unveiled at GTC
Product

Jensen Huang announces the Blackwell architecture, successor to Hopper, with roughly 4x training performance.
March 18th, 2024
October 2023
U.S. tightens China export controls
Regulatory

The Commerce Department restricts sales of H800 and A800 chips designed to comply with earlier rules. Nvidia designs the H20 for the China market in response.
October 17th, 2023
May 2023
Nvidia guides Q2 revenue to $11 billion
Earnings

The guide is roughly 50% above consensus and starts the AI infrastructure rally in earnest. Nvidia's market cap doubles within months.
May 24th, 2023
November 2022
ChatGPT launches
Market trigger

OpenAI releases ChatGPT publicly. Demand for AI training compute begins climbing immediately.
November 30th, 2022

Scenarios

Nvidia beats and raises, capex cycle holds

Likely Resolves by May 21, 2026

Discussed by: Bank of America, Morgan Stanley, Wedbush analysts in preview notes

Q1 revenue lands above the $78 billion consensus and Colette Kress guides Q2 at least $5 billion higher than the current $85 billion consensus. Hyperscaler capex guidance from Microsoft, Google, Meta, and Amazon stays on the $400B-plus track. The stock rallies on confirmation that Blackwell supply is finally catching up with demand.

Data center growth decelerates below 50% in fiscal 2027

Uncertain Resolves by Q1 2027

Discussed by: Apollo Global Management economist Torsten Slok, Bernstein analyst Stacy Rasgon

Full-year data center revenue grows but at a rate that suggests the cycle is maturing. The first signs would be in tonight's Q2 guide, but the full picture only resolves with the fiscal-2027 10-K next spring. A deceleration below 50% would mark the slowest growth since the AI build-out began and would compress Nvidia's price-to-earnings multiple.

A top-four hyperscaler publicly cuts Nvidia commitments

Unlikely Resolves by Feb 28, 2027

Discussed by: The Information, Semianalysis researcher Dylan Patel

Google, Amazon, Meta, or Microsoft uses an earnings call or filing to disclose a material shift from Nvidia GPUs to internal custom silicon. The trigger would be either pricing leverage or training performance reaching parity. So far no hyperscaler has done this publicly, even as they ramp their own chips. Any such statement would compress Nvidia multiples sharply.

China revenue returns above 10% of total

Unlikely Resolves by Feb 28, 2027

Discussed by: Reuters, Wall Street Journal coverage of export-control negotiations

U.S. and Chinese officials reach a deal that loosens export licensing on a successor to the H20. Nvidia's geographic disclosure in any fiscal-2027 10-Q shows China revenue back above the 10% threshold last seen before 2024. This would require a policy shift that the current administration has so far resisted.

Historical Context

2 moments from history that rhyme with this story — and how they unfolded.

1999-2002

Lucent Technologies and the telecom bust

Lucent reached a $258 billion market cap in late 1999 supplying optical gear to telecom operators racing to build fiber networks. The company financed customer purchases to keep growth going. When carriers like WorldCom and Global Crossing collapsed, Lucent's revenue fell over 60% in two years.

Then

Lucent took massive writedowns on vendor financing, laid off more than half its workforce.

Now

Lucent was acquired by France's Alcatel in 2006 at a fraction of its peak value. The fiber it helped lay sat dark for years before demand caught up.

Why this matters now

Lucent shows the risk when a hardware supplier's customers are concentrated and their spending depends on access to cheap capital. AI hyperscalers fund capex from cash flow, but the structural concentration is similar.

March 2000

Cisco at the dot-com peak (March 2000)

Cisco Systems briefly became the most valuable company in the world at $555 billion market cap. It supplied the routers and switches building out the commercial internet. Within two years its stock fell roughly 86% as telecom and dot-com customers cut capex.

Then

Carriers and startups stopped ordering. Cisco took its first major inventory writedown and laid off thousands.

Now

Cisco survived and remained profitable, but never regained its 2000 valuation in real terms. The infrastructure cycle ended faster than supplier guidance suggested.

Why this matters now

Cisco's customers were funding a real, lasting build-out — the internet — but pulled spending forward and overshot demand. Nvidia investors watch this parallel because the buyer concentration and capex acceleration look similar.