In this paper, the Pitman closeness of predictors for a future order statistic
coming from a two parameter exponential distribution is discussed. The optimum
equivariant predictor using the Pitman closeness criterion is derived and compared
with the best invariant predictor and the best unbiased predictor. The predictors are
obtained on the basis of observed record values. Exact expressions for the required
Pitman closeness probabilities are derived when both parameters are considered to be
unknown. Similar results are obtained for the predictors of the mean of a future sample
from exponential distribution. Several tables which contain numerical computations,
are provided in order to compare the predictors in the sense of Pitman’s measure of
closeness.