I examine decision-making across a gradient of time horizons using data from competitive powerlifting, where participants must assess their physical abilities under varying time constraints. Analyzing one million choice sequences in this natural, high-stakes setting, I document systematic gender differences that vary by horizon and feedback direction. Over horizons of thirty minutes to several hours, men consistently overestimate their abilities, failing initial attempts at all three types of lifts, and they are less likely to update sufficiently across lift types following the negative signal of an earlier miss. Under extreme time pressure requiring a decision within one minute, the performance gap shrinks and men are more likely to make beneficial deviations from established guidance. This differential rapid evaluation of the signal content in negative feedback suggests a novel explanatory mechanism for observed gender variation in performance under time pressure.
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