The growth of diamond films from mixtures of methane and hydrogen has been investigated by mathematical modeling. The gas-phase reactions of H radicals with methane are treated by solving the rate equations, while the surface reactions are studied by Monte Carlo simulation. The results provide a quantitative interpretation of the observations, such as the need for a large number of H radicals per hydrocarbon gas molecule, and the insensitivity to the chemical nature of the precursor gas.