We report kinetics measurements for the adsorption of methane, ethane, propane, butane, and pentane on close-ended single-walled carbon nanotube bundles. The measurements were conducted by monitoring the adsorption equilibration times. For methane and ethane, equilibration times were found to decrease as the fractional coverage on the surface of the nanotube bundles increased, approaching monolayer completion. However, for propane, butane, and pentane, the opposite trend was observed: for these longer alkanes, there was an increase in the equilibration time with increasing fractional coverage. We propose a plausible explanation for our experimental findings, and we suggest that different mechanisms for attaining equilibrium may be in place for short and long alkane chains.