Let's get back to our main question: Will Supermicro stock soar after Feb. 11? It's possible. If the company shows that certain elements like Nvidia's Blackwell launch or Supermicro's own DLC technology are driving growth, aggressive investors may pick up shares to get in early on this AI player, and that could lift the stock.

Super Micro stock gained 5.5% to $30.75 on Wednesday. This follows a 8.6% jump on Tuesday after the company said in a filing that it would provide a fiscal second-quarter business

Shares of Nvidia Corp. gained on Wednesday after a key partner, Super Micro Computer Inc., said its new AI data center systems powered by Nvidia’s advanced Blackwell chips are now ready to ship.