Introduction: Early measurement of atherosclerotic cardiovascular disease (ASCVD) risk factors contains valuable information about an individual's risk history. Hypothesis: Individuals with different historical cardiovascular risk statuses have varied risks of future ASCVD incidence. Methods: We analyzed pooled data from 7 community-based prospective cohort studies with up to 20-year follow-ups ( panel A ). White or Black participants aged 40-75 years without prevalent ASCVD were included. Cardiovascular risk was assessed using the pooled cohort equation and was categorized into non-high (<20%) or high risk (≥20%). Changes in CVD risk over a 5-year interval were considered. The main outcome is incident ASCVD. Results: Among 11026 participants (mean [SD] age,60.0 [8.1] years). 4272 (38.7%) were female and 3127 (28.4%) were Black. During a median follow-up of 9.9 years, 2560 (23.2%) ASCVD events occurred. Compared to individuals with consistently high risk, participants with non-high to high risk (HR 0.67; 95%CI 0.59-0.77), high to non-high risk (HR 0.57; 95%CI 0.41-0.80), and consistently non-high risk (HR 0.33; 95%CI 0.29-0.37) had a lower risk of incident ASCVD. Compared to individuals with consistently non-high risk, participants with high to non-high risk (HR 1.74; 95%CI 1.26-2.41), non-high to high risk (HR 2.04; 95%CI 1.84-2.27), and consistently high risk (HR 3.03; 95%CI 2.69-3.42) had an increased risk of incident ASCVD ( panel B ). Conclusions: Changes in the CVD risk status over time inform dissimilar ASCVD risk than a single risk assessment. Dynamic risk evaluation might enable more accurate cardiovascular risk stratification and decision on preventive interventions should take historical risk status into account.