Nature Communications, Published online: 15 June 2026; doi:10.1038/s41467-026-73844-0 F1-ATPase is a rotary motor protein essential for cellular energy transduction. Here the authors develop a thermodynamically consistent Markov model that quantitatively matches experimental data and reconciles prior controversies over its catalytic pathways and inherent stochasticity.