Penguin Solutions Inc. stock [NASDAQ: PENG] traded up by 18.71 percent on Wednesday, July 08, 2026, following news that Nvidia named Penguin Solutions an AI Factory Specialized Partner, an invite-only badge. The Nvidia AI Factory Specialized Partner status indicates PENG is involved in end-to-end AI data center builds. Revenue sits around $1.37B, with gross margin of 28.3%, operating margin near 10%, and EBIT margin around 6.1%. The P/E ratio near 42 and price-to-sales around 1.14 reflect traders paying up for the AI story. On the balance sheet, a current ratio of 2.1 gives Penguin Solutions room to handle short-term bills, while interest coverage above 90x shows debt service is not a near-term problem. Return on equity in the mid‑single digits reflects a business that is profitable but not yet fully firing. Recent price action showed PENG swinging from the low $60s to intraday highs above $77, with a most recent close around $74.67 after a big intraday surge from the mid‑$60s at the open to push toward $75 by late morning.