Alphabet’s AI Bill Dwarfs the Quantum Grants Washington Just Closed

Alphabet plans to spend $195 billion to $205 billion on capital projects in 2026, while the Commerce Department closed grants of up to $100 million for three quantum companies on Sept. 8. Those sums get packaged as one September trade. The zeros on the checks do not match.

The AI build is already showing up in cloud bills and backlogs. The quantum money is a research grant with a government equity kicker.

The AI Tab Is Measured in Hundreds of Billions

Alphabet raised 2026 capex guidance to $195 billion to $205 billion on its July 22 earnings call, a $15 billion lift from the $180 billion to $190 billion range it had set a quarter earlier. Almost all of it is technical infrastructure for AI. In the second quarter the company spent $44.9 billion, with about 60% of that technical-infrastructure outlay going to servers and 40% to data centers and networking gear.

Google Cloud revenue grew 82% to $24.8 billion, and backlog reached $514 billion. Chief executive Sundar Pichai said nearly 90% of the Fortune 100 now use Gemini Enterprise in some form, and that Alphabet expects to recognize just over half the backlog as revenue over the next 24 months.

Cloud operating income was $8.8 billion, and the segment margin widened to 35.6% from 20.7% a year earlier. Consolidated revenue was $119.8 billion, up 24%. Free cash flow still went negative by $5.9 billion in the quarter because the capex bill arrived before the backlog turns into cash.

On Sept. 9, Google announced a €13 billion plan for digital infrastructure, clean energy and partnerships in Finland. The company is still writing infrastructure checks measured in billions.

Commerce Closed $300 Million of Quantum Stakes on Sept. 8

On May 21, 2026, the Department of Commerce signed nine letters of intent totaling $2.013 billion under the CHIPS and Science Act. The department said it would take a minority, non-controlling equity stake in each recipient. Secretary of Commerce Howard Lutnick said the awards would build domestic industry and advance U.S. quantum work.

The split was not even. IBM was in line for $1 billion to stand up a quantum wafer foundry. GlobalFoundries was in line for $375 million. Six firms were slated for $100 million-class awards, and Diraq for up to $38 million.

On Sept. 8, D-Wave, Rigetti Computing and Quantinuum finalized their awards, each for up to $100 million, with Commerce taking those minority stakes. NIST posted the D-Wave close the same day. D-Wave chief executive Alan Baratz said the company was grateful for the award and for the government’s push on quantum work.

HOW COMMERCE SPLIT $2.013 BILLION

IBM’s planned $1 billion is almost half of the federal pile. The whole $2.013 billion package is still about 100 times smaller than Alphabet’s 2026 capital plan, and Alphabet spent $44.9 billion in one quarter, more than 400 times a $100 million grant.

Google Cloud’s Quarter Already Out-Earns the Quantum Industry

McKinsey’s 2026 Quantum Technology Monitor put 2025 sales for quantum computing companies at more than $1 billion of quantum revenue, with room to reach as much as $4.4 billion by 2028. More than 300 organizations are running dedicated quantum efforts.

Google Cloud’s $24.8 billion second quarter is larger than that 2025 industry total. Cloud bills in the present tense. Quantum work is still mostly research, hybrid tests and grant-funded hardware.

Pichai tied Cloud’s 82% jump to AI infrastructure and AI solutions. The $514 billion backlog is capacity Google still has to build and then recognize as revenue, which is why capex rose and why free cash flow flipped negative in the quarter. A quantum lab does not move a $195 billion to $205 billion budget. At the midpoint of that range, the plan is about 2,000 times one $100 million grant.

Amazon Will Spend $220 Billion and Still Run Short

Amazon raised 2026 cash capex to about $220 billion from about $200 billion when it reported second-quarter results on July 30 for the period ended June 30. Andy Jassy, Amazon’s president and chief executive, said AWS is booming and that the company’s AI and chips businesses each passed run rates of more than $25 billion.

The print showed second-quarter AWS sales of $42.2 billion, up 37%, the fastest rise in 18 quarters, on a $169 billion annualized run rate. AWS backlog was $496 billion. AWS operating income was $16.6 billion, up from $10.2 billion a year earlier. Total net sales were $200.6 billion, up 20%.

Trailing-twelve-month free cash flow was an outflow of $7.6 billion, after a $66.1 billion year-over-year jump in purchases of property and equipment. Jassy told analysts the company will still not have enough capacity to meet demand in 2026, and that he believes the same will be true in 2027. He said demand already on the books for 2028 is striking.

Amazon’s official highlights ran through Trainium, Graviton, Bedrock, agents and data centers. Quantum computing did not make that list.

THE 2026 CHECKS

• Amazon capex: About $220 billion of cash capital spending planned for 2026, up from about $200 billion.
• AWS second quarter: $42.2 billion of sales, a $169 billion annualized run rate, and a $496 billion backlog.
• Alphabet Cloud: $24.8 billion of second-quarter sales and a $514 billion backlog, against a $195 billion to $205 billion capex plan.
• CHIPS quantum package: $2.013 billion across nine companies, with three awards of up to $100 million closed on Sept. 8.

Set those four lines next to each other and the usual three-name watch list starts to look like two different industries sharing a headline.

IBM Put $1 Billion of Its Own Cash Into a Foundry

IBM is the exception inside that bundle. Commerce proposed $1 billion for Anderon, a new IBM company that would run a 300-millimeter quantum wafer foundry in Albany, New York, and IBM said it will put in $1 billion of cash plus intellectual property, assets and staff. IBM and Commerce described Anderon as America’s first purpose-built quantum foundry. The May 21 letter of intent is still subject to definitive documents.

IBM said it has deployed over 90 quantum systems, more than the rest of the industry combined as the company counts it, and that more than 325 Fortune 500 companies, startups, universities and government agencies already use that fleet. It is aiming to deliver a large-scale, fault-tolerant machine for commercial clients by 2029. Anderon would first cut superconducting qubit wafers and supporting electronics, then try other modalities, on 300-millimeter lines with in-line testing.

IBM has pioneered quantum computing for decades. Our work in silicon wafer fabrication has been a key to IBM’s success.

Arvind Krishna, Chairman and CEO, IBM newsroom statement, May 21, 2026

If the list is about who is funding quantum manufacturing, IBM belongs on it. Alphabet and Amazon belong on an AI infrastructure list. Mixing them because all three have labs hides a 100-times gap in cash.

Why D-Wave and Rigetti Remain Below January Levels

Shares of D-Wave, Rigetti and Quantinuum rose after the Sept. 8 news. D-Wave and Rigetti still sat more than 25% below their 2026 starting levels even after that pop.

The implied prices on the government’s share issues sat under the lows those names had printed since the May letters of intent. That is a discounted policy stake, not a valuation blessing. Commerce is now a shareholder. It is not a customer booking Google Cloud-sized contracts.

WHAT THE $100 MILLION IS SUPPOSED TO BUILD

• D-Wave annealing: A next-generation 100,000-qubit system aimed at optimization, materials simulation, blockchain and AI workloads.
• D-Wave gate-model: A 10,000-qubit machine designed for 100 logical qubits and more than one million operations, including chemistry and quantum AI.
• Rigetti hardware: Smaller readout electronics, more cryogenic capacity, and faster output from specialized manufacturing lines.
• Quantinuum supply chain: Next-generation ion traps on GlobalFoundries 300-millimeter wafers, plus lasers and optics with Monarch Quantum.

D-Wave posted the close on its own account the same morning.

Today, D-Wave announced it has finalized a definitive agreement with the U.S. Department of Commerce for up to $100 million to accelerate U.S. leadership in quantum computing. D-Wave now has access to up to $100 million of U.S. CHIPS and Science Act funding to advance R&D for the…

— D-Wave (@dwavequantum) September 8, 2026

Ticker threads still drop IBM into the same lottery list as hardware names that have not recouped January. A grant of up to $100 million funds cryostats and wafers. It does not rerun Amazon’s $220 billion capex math. Baratz said the award will help expand domestic quantum capacity and the supply chain that has to bring larger systems to market, which is a manufacturing brief, not a 2026 earnings brief.

Chip Refreshes, Not Qubits, Drive the $31.6 Trillion Forecast

PwC’s Global Data Centre Outlook, released Sept. 2, 2026, projects $31.6 trillion through 2050 of data-center capital spending. Annual spending rises from about $800 billion in 2026 to $1.1 trillion in 2030 and $1.8 trillion in 2050. The United States is expected to take $15.1 trillion, or 48%. Asia Pacific is expected to take $8.2 trillion.

Equipment, not buildings, takes a rising share, from 70% now to 93% by 2050, because servers and accelerators are swapped every few years. Power is the constraint PwC puts first: affordable, reliable, lower-carbon electricity at scale is the hard thing to secure. In one export-control case, cumulative spending falls to about $25.5 trillion, roughly $6 trillion below the central case.

McKinsey can be right that quantum work is spreading across more than 300 companies and that revenues may climb toward $4.4 billion by 2028. That climb still fits inside a rounding error on a hyperscaler capex line. Alphabet already told investors 2027 capex will rise again from the 2026 range. IBM still has to sign Anderon’s definitive papers. The three pure-plays have new government shareholders and hardware roadmaps. Those facts leave a $100 million grant inside a $200 billion infrastructure cycle.

Disclaimer: This article is news reporting and analysis for general information. It is not a recommendation to buy or sell shares of Alphabet, Amazon, IBM, D-Wave, Rigetti, Quantinuum or any other company, and it is not investment, tax or trading advice. Readers should consult a licensed financial adviser who can review their holdings, time horizon and risk limits before making any decision. Capital plans, backlogs, award amounts and share prices are taken from company statements, Commerce notices and research reports dated through Sept. 9, 2026, and all of those figures can change.