Recent forecast model runs place Munich's August 13 maximum near 29–31 °C, aligning with the market's tight clustering around those outcomes. Key differentiating factors include the strength and timing of a transient high-pressure ridge that modulates daytime insolation and boundary-layer mixing; slight variations in 850 hPa temperatures and low-level wind speeds can shift peak values by 1–2 °C. Ensemble guidance shows modest spread in the diurnal temperature curve, with drier air masses favoring slightly higher readings and any arriving marine influence or increased cloud cover capping the extreme. Official DWD and ECMWF updates over the next 24–48 hours will refine these variables ahead of resolution.