**Recent ensemble and deterministic model runs from sources including GFS, ECMWF, and DWD-MOS place the most likely maximum temperature in Munich on September 1 near 22–24 °C under partly cloudy skies and light westerly flow.** This consensus has held steady through the latest 00z–12z cycles as of August 30, with no significant warm or cold advection signals and only modest diurnal ranges expected. The market’s heaviest weighting on 24 °C (45 %) followed by 23 °C (29.5 %) therefore reflects traders pricing in a modest positive anomaly relative to the 1991–2020 climatological average high of 22.2 °C for the date. Ensemble spreads remain narrow at this short range, limiting tail probabilities for 26 °C or higher or 21 °C or below, consistent with the sub-4 % odds currently assigned to those outcomes. Key drivers include the absence of strong high-pressure ridging that would favor greater warming and the persistence of a zonal pattern that favors near-normal or slightly above-normal late-summer values across southern Germany. The next model updates and any observational adjustments from the German Weather Service (DWD) over the final 24–36 hours will determine whether the distribution shifts toward the 23 °C or 25 °C bins.