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BackgroundThe optimal range of blood pressure variability remains unclear. We aimed to stratify the degree of risk of stroke based on visit‐to‐visit systolic blood pressure (SBP) variability in a large Chinese hypertensive population in 32 communities.Methods and ResultsWe retrospectively analyzed the data of 20 702 hypertensive patients from the China Stroke Primary Prevention Trial. The participants were randomized into 2 treatment groups to receive either enalapril or enalapril plus folic acid. Their blood pressures were measured every 3 months. The outcome was the first stroke. Three parameters of SBP variability were calculated: standard deviation, coefficient of variation, and average real variability. The records of first 4, 6, 8, 10 and 12 visits at which SBP was measured were used to calculate SBP variability and to predict subsequent stroke risk in adjusted Cox regression models. After median follow‐up of 4.5 years, 597 patients had experienced stroke. Visit‐to‐visit SBP variability was an independent predictor of subsequent stroke (eg, the hazard ratio for the highest quintile of average real variability [22.67–61.07 mm Hg] over 6 visits was 1.55, 95% CI 1.07–2.25, P=0.021), independent of mean SBP over the follow‐up period. Its value was more predictive when more blood pressure records were used.ConclusionsVisit‐to‐visit SBP variability is an independent predictor of primary stroke in Chinese hypertensive patients. This predictive value depends on the number of blood pressure measurements used to calculate variability but is independent of mean SBP.Clinical Trial Registration URL: http://www.clinicaltrials.gov. Unique identifier: NCT00794885.