The scope of takeoff monitoring is to provide a measure of aircraft performance during the takeoff run and to identify whether this lies within the predetermined limits of scheduled performance or otherwise. Used in conjunction with a good display, such a system, provided it is adequately reliable, will provide critical situational awareness to the crew and will thus contribute towards improving safety during takeoff. Cranfield University has developed a takeoff performance monitor based on an algorithm that determines estimates of relevant parameters from the history of the particular takeoff run, rather than relying on scheduled estimates. This, however, resulted in a delay between the start of the run and the generation of the first estimate of performance. This paper describes the improvements in performance achieved by the introduction of a modification that uses measured thrust-to-weight ratio to significantly shorten the delay and improve prediction accuracy, particularly at the start of the run.