Current ensemble forecasts from the German Weather Service and ECMWF models show Munich under a warming ridge with mostly clear skies and light southerly flow, supporting daily maxima near 29–31 °C on July 11. These conditions favor strong daytime heating after overnight lows in the mid-teens, though modest differences in afternoon cloud timing or boundary-layer mixing can shift the peak by 1–2 °C. Trader consensus clusters tightly on 29–31 °C because historical July analogs and recent short-range runs place the most probable range there, while the modest probability on 32 °C or higher reflects the tail risk of clearer, drier air. Updated model guidance and DWD nowcasts over the next 48 hours remain the key near-term catalysts.