Methanol (MeOH) has gained importance for sustainable energy applications as hydrogen vector . Developing efficient catalysts for its controlled decomposition is therefore crucial. The public experimental database CatTestHub contains 104 kinetic experiments for this reaction on 9 transition metal catalysts, covering multiple supports and operating conditions. Here we choose a smaller set with the same inert carrier and experimental conditions (Supplementary Table ).