You could say it's revealing something about the physics used as input to the simulation.
What about FEM and CFD? Climate models? Economics?
CFD: Computation fluid dynamics
Both common in industrial design for simulating the performance of a part-to-be.
Is your skepticism directed at all climate models or just the cutting-edge planet-scale politicized ones? I find our weekly forecasts quite useful, for example.