The present study investigated the cytotoxic prospects of isolated compounds from Elaeodendron buchananii against leukemia, using computational tools. Comprehensive literature searches revealed only buchaninoside, mutangin, methyl 3β-acetoxy-11α, 19α, 28-trihydroxyurs-12-en-23-oic acid, 3β, 11α, 19α-trihydroxyurs-12-en-23, 28-dioic acid, 3β-acetoxy-19α, 24, 28-trihydroxyurs-12-ene, 3-oxo-19α,28-dihydroxyurs-12-en-24-oic acid, and elabunin have been isolated from E. buchananii. The compounds were subjected to Density Functional Theory (DFT) and Molecular Dynamics (MD) analyses, with Fms-like tyrosine kinase (FLT3) and catalytic binding sites of Murine Leukemia Virus (MLV) as the target proteins in lukemia. Following DFT analysis, the structures of the compounds were optimized at the PW6B95D3/Def2-TZVP level of theory; their UV-Visible peaks were in the UV region, with mutangin, 3-oxo-19α,28-dihydroxyurs-12-en-24-oic acid and elabunin exhibiting one single peak. The potent Root-Mean-Square Deviation, Root-Mean-Square Fluctuation, solvent-accessible surface area and radius of gyration values indicated a strong and stable molecular interaction between the compounds and the proteins. These were further supported by high ∆G values, with MLV showing the best interaction. Per-residue decomposition plots also revealed high energy contributions in the interactions’ binding sites residues. These results indicate that the cytotoxic prospects of the isolated compounds against leukemia as indicated by its molecular interactions with FLT3 and MLV.