For anyone wondering why each models output is so different - here it is
AI Overview
No, different weather models don't get the
exact same data, and even with similar data, they interpret it differently due to unique physics equations, algorithms, resolution, and data assimilation methods, leading to varied forecasts, which is why meteorologists use multiple models for confidence. While core data (satellites, balloons) is shared, how each model processes it (initialization, grid size, physics) creates distinct outputs.