Comparison of the execution time between our model and the current Euclid simulations, for different hardware configurations. The y-axis indicates the ratio of the execution time using our model to the time from the official Euclid pipeline. The x-axis corresponds to the number of galaxies simulated. The stars represent GPU runs and squares are CPU runs. The colour bar indicates the batch size.