Gas fluid dynamics in an IR reactor cell was modelled using computational fluid dynamics. The IR cell consists in a combination of ideal reactors both in series and parallel. Kinetic constant for methanol/methoxy exchange on CeO2 was obtained from operando SSITKA. Moving from a disk to a square sample holder led to a quasi perfect plug-flow reactor. Better estimation of the kinetic constant enabled by the optimized reactor geometry.