Seven trials encompassing 843 patients (mean age 12.8 ± 7.1 years; mean follow-up 24.5 months) were analyzed: selumetinib (n = 355), mirdametinib (n = 254), trametinib (n = 146), and binimetinib (n = 88). Pooled response rates ranged from 46–71 %, with significant inter-agent variation (p < 0.001). Relative to best supportive care, pooled ORs (95 % CI) for partial response were: Selumetinib 12.4 (6.3–24.6); Mirdametinib 9.6 (4.8–19.3); Binimetinib 7.8 (3.1–15.9); Trametinib 5.2 (2.4–11.4). SUCRA ranking favored selumetinib (0.93) > mirdametinib (0.84) > binimetinib (0.69) > trametinib (0.54). Mean volumetric reduction reached –31 % with selumetinib and –28 % with mirdametinib. Common adverse events included acneiform rash (41 %), diarrhea (34 %), elevated CPK (18 %), and asymptomatic LVEF decline (6 %); < 8 % discontinued due to toxicity.