ChipsThe story, in brief
Google Cloud launches two new AI chips to compete with Nvidia
Google just shipped faster, cheaper TPUs. But here's why Nvidia still wins the cloud.
The KeyNews take
Why it matters
Google is advancing its internal chip capabilities to reduce Nvidia dependency, but the dual-sourcing strategy signals the market isn't ready for a single alternative yet. For founders and investors, this is about compute cost economics shifting—expect margin pressure on cloud providers and pricing wars in 2026.
The key facts
5 to knowTwo new TPU generations announced
Performance improvement vs. prior TPU versions
Cost reduction vs. prior TPU versions
Google Cloud continuing to support Nvidia GPUs alongside TPUs
Competitive positioning: TPU vs. Nvidia in Google Cloud infrastructure
Go to the source
TechCrunch AItechcrunch.com
Publisher excerpt: Google's newest TPUs are faster and cheaper than the previous versions. But the company is still embracing Nvidia in its cloud — for now.