Two players observe a stochastic stream of offers. They arrive via continuous-time simple Markov process in the time interval $[0, 1]$ and their arrival becomes less probable as time passes. At each arrival, players must decide either accept (A) or reject (R), immediately and independently. Players have equal weights, so if both players want to accept a same offer, a lottery is used to the effect that each player can get it with equal probability 1/2. If one player accepts an offer and the other doesn't the game goes on as one-person game for the latter. A player wins if he accepts the latest offer arriving before time 1. Each player aims to find his strategy that maximizes his probability of winning. The normal form of the game is formulated and the structural form of the solution to this game is found to calculate the Nash equilibrium. Another best-choice games where each player aims to accept an offer later than the opponent is also discussed.