We investigate a conjecture stated by Coffman, Flatto, and Wright within the context of a stochastic machine minimization problem with a hard deadline. We prove that the conjecture is true. Key words. stochastic allocation, hard deadlines, machine minimization, Bellman equation, time thresholds AMS subject classifications. 93E20, 93E03, 90C39 PII. S0097539797324643