No consensus exists on how to average data to optimize O2max assessment. Although the O2max value is reduced with larger averaging blocks, no mathematical procedure is available to account for the effect of the length of the averaging block on O2max. AIMS: To determine the effect that the number of breaths or seconds included in the averaging block has on the O2max value and its reproducibility and to develop correction equations to standardize O2max values obtained with different averaging strategies. Eighty-four subjects performed duplicate incremental tests to exhaustion (IE) in the cycle ergometer and/or treadmill using two metabolic carts (Vyntus and Vmax N29). Rolling breath averages and fixed time averages were calculated from breath-by-breath data from 6 to 60 breaths or seconds. O2max decayed from 6 to 60 breath averages by 10% in low fit ( O2max <40mLkg-1 min-1 ) and 6.7% in trained subjects. The O2max averaged from a similar number of breaths or seconds was highly concordant (CCC>0.97). There was a linear-log relationship between the number of breaths or seconds in the averaging block and O2max (R2 >0.99, P<0.001), and specific equations were developed to standardize O2max values to a fixed number of breaths or seconds. Reproducibility was higher in trained than low-fit subjects and not influenced by the averaging strategy, exercise mode, maximal respiratory rate, or IE protocol. The O2max decreases following a linear-log function with the number of breaths or seconds included in the averaging block and can be corrected with specific equations as those developed here.