Supermicro disclosed a record $60 billion in new orders for Q4 FY2026 and gross margins of 15-17%, nearly double prior guidance, sending shares surging up to 20% after hours on July 21. The preliminary update signals continued AI infrastructure acceleration ahead of the full earnings call on August 11.