Hi, the model ranking scores are based on whatever machine Magnitude is actually running on. So it will account for your specific memory capacity and performance characteristics to recommend appropriate models. The estimator is purely to help filter and recommend a model. The tuning is the only part that actually effects real performance, and is done automatically whenever you download a new model.