Introduction: Observational studies show inconsistent associations of red meat consumption with cardiovascular disease (CVD) and diabetes. Moreover, red meat consumption varies by sex, whether the associations vary by sex remains unclear. Methods: This systematic review and meta-analysis was performed to summarize the evidence concerning the association of unprocessed and processed red meat consumption with CVD, coronary heart disease (CHD), stroke, type 2 diabetes (T2DM), and gestational diabetes mellitus (GDM). Two researchers independently searched PubMed, Web of Science, Embase, and the Cochrane Library for observational studies and randomized controlled trials (RCTs) published before September 2021. Results: A total of 44 observational studies (N=4,857,244) for CVD and 28 observational studies (N=1,897,591) for diabetes were included. Red meat consumption was positively associated with risk of CVD [relative risk (RR) 1.11, 95% confidence interval (CI) 1.05 to 1.17 for unprocessed red meat; RR 1.15, 95% CI 1.09 to 1.22) for processed red meat], CHD and stroke, with no clear sex disparity. Both unprocessed and processed red meat consumption were related to a higher risk of T2DM, and unprocessed red meat consumption was related to risk of GDM. The associations with T2DM were more evident in men than in women, and in western countries. Conclusions: Our study suggests that unprocessed and processed red meat consumption are both associated with higher risk of CVD, CHD, stroke, and diabetes, with a more obvious association in women for diabetes. These findings highlight the need for a better understanding of the mechanisms to facilitate improving cardiometabolic health.