Industry-standard GPU lead time in 2026: 36–52 weeks.
CoWoS packaging and HBM supply are fully allocated through 2027.
Aethir enterprise provisioning: 48 hours for selected GPU types, from distributed capacity that already exists across 94 countries.
The shortage is real. The queue is optional.