Abstract Background Among patients with atrial fibrillation, clinicians often prescribe anti-platelet therapy rather than oral anticoagulation which may relate to a concern that direct oral anticoagulants (DOAC) are associated with a higher risk of bleeding. We completed a meta-analysis to determine whether DOAC therapy, compared to single anti-platelet, was associated with an increased risk of major haemorrhage, with a primary focus on intracranial haemorrhage (ICH). Methods We searched PubMed and Embase databases up to 7/2/2024. Randomised controlled trials (RCT) that compared DOAC therapy to single anti-platelet agents were included. Trials with follow-up less than 30 days, or sample size less than 200 were excluded. A random-effects meta-analysis model was used to report pooled treatment effects and 95% confidence intervals (CIs). The primary outcome was occurrence of ICH. Results A total of 9 RCTs were included (n=45,493). Overall, DOAC therapy was not associated with significantly higher odds of ICH compared to anti-platelet therapy (Odds ratio (OR) 1.14; 95% CI, 0.71-1.82), but there was heterogeneity among trials (I2 = 49.3). In an analysis by DOAC agent, the respective estimates for ICH risk were; Rivaroxaban (OR 2.05; 95% CI, 1.09-3.83); Dabigatran (OR 1.00; 95% CI, 0.61-1.64) and Apixaban OR 0.72; 95% CI, 0.44-1.17). DOAC therapy was associated with higher odds of major haemorrhage compared to aspirin (OR 1.39; 95% CI,1.07-1.80), with the following estimates by agent; Rivaroxaban (OR 1.91; 95% CI 1.22-3.00); Dabigatran (OR 1.21; 95% CI 0.86-1.69); Apixaban OR 1.09; 95% CI 0.73, 1.63). DOAC therapy was associated with higher odds of GI haemorrhage then control (OR 1.39; 95% CI,1.11, 1.73). Conclusion DOAC therapy was not associated with a significantly higher risk of ICH compared to anti-platelet therapy, but risks may differ among DOAC agents. DOAC therapy was associated with a higher risk of major haemorrhage, mostly related to GI haemorrhage.