Aim: This meta-analysis aims to evaluate the impact of anthracycline chemotherapy on subclinical right ventricular (RV) dysfunction in breast cancer patients, using traditional echocardiographic parameters and strain-based measures, such as the RV global longitudinal strain (RV GLS) and the RV free-wall longitudinal strain (RV FWLS). Methods and Results: A systematic search was conducted according to PRISMA guidelines, including 15 studies with a total of 1148 breast cancer patients undergoing anthracycline chemotherapy. The primary outcome was the evaluation of changes in RV GLS and RV FWLS pre- and post-chemotherapy. Secondary outcomes included changes in traditional echocardiographic parameters: TAPSE, FAC, and TDI S’. Meta-analysis revealed significant declines in RV function post-chemotherapy across all parameters. RV GLS decreased from 23.99% to 20.35% (SMD: −0.259, p < 0.0001), and RV FWLS from 24.92% to 21.56% (SMD: −0.269, p < 0.0001). Traditional parameters like TAPSE, FAC, and TDI S’ also showed reductions, but these were less consistent across studies. A meta-regression analysis showed no significant relationship between post-chemotherapy left ventricular ejection fraction (LVEF) and the changes in RV GLS and RV FWLS, suggesting that RV dysfunction may not be solely a consequence of LV impairment. Conclusions: Anthracycline chemotherapy induces subclinical RV dysfunction in breast cancer patients. RV strain analysis, especially 3D strain, shows greater sensitivity in detecting early dysfunction. However, further research is needed to clarify the clinical significance and prognostic value of these findings, as well as the role of routine RV strain analysis in guiding early interventions.