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Amazon and Google are winning the AI capex race — but what’s the prize?

Read the full articleAmazon and Google are winning the AI capex race — but what’s the prize? on TechCrunch

What Happened

In 2026, Amazon plans to spend $200 billion in capex. Google is just behind at $175 billion to $185 billion. It's a lot of money!

Our Take

Two hundred billion dollars and you still don't know if it's worth it. That's the actual story.

Amazon and Google are basically building fortresses—chip fabs, power infrastructure, data centers scaled for training. It's a capital arms race. But here's the thing: capex doesn't predict model quality or user adoption. Bigger infra doesn't mean better reasoning, cheaper inference, or products people want.

They're betting the scale alone will compound into moat. Maybe it does. But they're spending like the game's already won when the competition hasn't even solidified.

What To Do

Don't chase Google/Amazon's capex spending as a signal—watch inference costs and model benchmarks instead.

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