This paper presents a strategy for measuring cognitive gains in reading during the early school years. It is argued that accurate estimates of gain scores and their appropriate interpretation requires the use of adaptive tests with multiple criterion referenced points that mark learning milestones. It is further argued that two different measures of gain are necessary because of the nonequivalence of scale score points. Empirical results are presented in support of the use of adaptive tests with multiple criteria referenced scale points for the measurement of gain.