Alphabet raises 2026 capex forecast to $205 billion in AI race

Alphabet raised its annual capital expenditure forecast for 2026 to $195–205 billion on July 22, 2026, lifting an already record estimate to gain an edge in the artificial intelligence race. Bloomberg Tech reported the news.

How much will Alphabet spend in 2026

Alphabet has budgeted capital expenditures of $195 billion to $205 billion for 2026. This is capex: money for building and equipping data centers, buying servers and AI accelerators, and expanding compute infrastructure. The previous estimate for the year was already considered a record, and the new forecast pushes it higher still. Alphabet is the parent company of Google, YouTube, and Google Cloud, and almost all of this budget goes to compute for AI workloads.

• Alphabet's new 2026 capex forecast is $195–205 billion
• The estimate is raised from the previous plan, which was already a record
• Even the low end of the range is unprecedented for the company
• The goal is to cement an advantage in the AI race
• Alphabet is the parent company of Google, YouTube, and Google Cloud

Where the capital expenditures go

Alphabet's capital expenditures go primarily to physical compute infrastructure. The main items are building and equipping data centers, buying servers and AI accelerators (GPUs and Google's own tensor processing units, TPUs), and providing power and cooling for these facilities. Unlike operating expenses, capex is a long-term investment in assets that the company depreciates over years. The $195–205 billion range means that even the low end of the 2026 plan is an unprecedented sum for Alphabet, directed almost entirely at scaling for AI. The $10 billion spread between the two ends of the forecast is itself comparable to the annual capital budgets of many large corporations.

Why AI spending is rising

Alphabet is increasing capex to keep its edge in the AI race, which is how the company itself frames the reason. Training and serving large language models requires enormous computing capacity: accelerators, electricity, cooling, and land for data centers. Compute has effectively become a scarce resource that the largest tech companies compete for, and whoever builds out infrastructure faster gets a head start in how quickly it can train and launch new models. A range of $195–205 billion for 2026 alone shows that the infrastructure race has reached a new scale, and that investment in compute has become the key front of competition.

The company is raising its already record spending forecast to cement its lead in the AI race,

Bloomberg Tech reports.

What this means

The $195–205 billion forecast signals that for the leaders of the AI market, capital investment in compute has become the main arena of competition. Sums like these raise the barrier to entry: only companies willing to spend tens of billions of dollars a year on infrastructure can compete in training frontier models. At the same time, pressure on profits is growing. Capex of this size is depreciated over years, and investors are watching ever more closely for when the enormous AI investments will start paying off in revenue. Raising the forecast in mid-2026 shows that Alphabet does not intend to slow down and is prepared to keep raising its spending bar.

Frequently asked questions

How much does Alphabet plan to spend on capex in 2026?

Alphabet forecasts capital expenditures of $195 billion to $205 billion for all of 2026. This is a raised estimate relative to the previous plan, which was already a record.

What is capital expenditure (capex), and what does

Alphabet spend it on?

Capex is long-term investment in assets. At Alphabet it goes mainly to building data centers, buying servers and AI accelerators, and providing power and cooling, which is the infrastructure for training and running AI models.