Coupa Software Shares Pricey Again After 67% Bounce From March Low After hitting a new all-time high of $178 on February 20, Coupa shares in the middle of March fell to a low of $99.01. Recently trading around $166, the stock sports a premium valuation after the 67% rebound from the March low.