# AI Startups

The Great GPU Squeeze: Why Big Cloud is Shunning AI’s Middle Class

Cloud giants like Microsoft are implementing tiered access systems that prioritize major AI labs while restricting GPU supply to smaller startups. This compute scarcity has driven rental prices up by over 30% and is forcing some frustrated firms to abandon the cloud in favor of purchasing their own hardware.