Alphabet's $195 billion 2026 capex funds Gemini, and DeepMind gets the compute first

A flagship behind schedule, and the bill is paid either way

Investors who bought Alphabet▼−0.98% — Alphabet, down 0.98 percent today between May 19 and July 16, 2026, are named in a federal securities class action alleging the company hid that Gemini 3.5 Pro, its top model, was delivering disappointing training results and would be significantly delayed ¹. Bloomberg reported on July 16↗ that Google was months behind schedule on the model, which Alphabet CEO Sundar Pichai had promised for June at the I/O conference; retraining produced results short of expectations, and the stock fell 4.4% that day, $16.46 to $354.46 ¹². Lead-plaintiff papers are due November 30↗ ¹.

The replacement model rents cheap until the same deadline week ends the discount

Alphabet answered the slip with Gemini 4 Argon, released October 13 at an introductory $2 per million input tokens and $10 per million output↗, roughly 50% below some rival frontier models, rising to $4 and $20 after November 30 ³. Jefferies'▼−1.84% — Jefferies, down 1.84 percent today Brent Thill calls that pricing a step that could force rivals to respond; Benzinga↗ reports BNP Paribas sees external TPU commitments reaching $80 billion to $100 billion cumulative through 2028, while cautioning TPU sales could pressure Cloud margins ⁴.

Cheap models do not pay for the clusters themselves

Alphabet guides $195 billion to $205 billion of 2026 capital expenditure↗, with Bank of America▼−0.88% — Bank of America, down 0.88 percent today estimating roughly $300 billion for 2027 ⁴. Reported capex has already doubled year over year two quarters running, to $35.7 billion in Q1 2026 and $44.9 billion in Q2 ⁵.

Meanwhile, Pichai has said Google Cloud is prioritizing its limited compute for internal DeepMind models, raising the risk commercial customers shift workloads to rivals ⁴. Internal training hours burn that capital and produce no revenue line. The discount is what fills the clusters; the lab is what eats them first.

Analysts still see the growth

Street consensus expects Q3 revenue of $128.20 billion and EPS of $3.02 when Alphabet reports October 28; BofA forecasts Cloud revenue growing 93% against an 89% consensus ⁴. The bulls' case is intact on volume.

Watch the split, not the growth rate

Growth is reported. Allocation is not. The tell on October 28 is not Cloud's growth rate but what is left of the clusters after DeepMind takes its share, and by December 1, whether Argon's price doubles into demand or into empty racks ³⁴. Deep dive in below to learn more.