Small mammals rely on type IIb myofibers, expressing the fastest myosin IIb (encoded byMYH4), for rapid muscle contraction. In contrast, larger mammals, including humans, show reduced or absentMYH4expression and type IIb myofibers, favoring slower-contracting myofibers. The evolutionary mechanisms underlying this shift remain unclear. Here, we identify large MAF transcription factors (MAFA, MAFB, MAF) as key regulators ofMYH4expression in large mammals, including human and bovine. Overexpression of large MAFs induces MYH4 expression and enhances glycolytic capacity in human myotubes, supported by RNA-seq and metabolic flux analyses. RNA-seq of human muscle biopsies reveals a positive correlation betweenMAFA,MAF, andMYH4expression, with these genes elevated in power-trained individuals. These findings reveal a conserved mechanism across mammals, showing that large MAFs can induce type IIb myofibers even in humans, with potential applications for enhancing athletic performance and addressing age-related muscle weakness associated with the loss of fast-twitch myofibers.