Google Gemini's tiered inference pricing and the emerging inference chip race is now a $400 million structural shift in AI infrastructure spending.

Google Gemini's tiered inference pricing and the emerging inference chip race is now a $400 million structural shift in AI infrastructure spending.

Inference cost compression is becoming a primary battleground; custom inference chips now justify $1B+ valuations for startups.