Recent ensemble forecasts from the ECMWF and DWD models indicate a peak temperature in Munich on August 9 most likely between 32–34°C under a stable high-pressure regime with moderate southerly flow and limited cloud cover, driving the close market split between the 33°C and 34°C outcomes. Key differentiating factors include small variations in boundary-layer mixing, incoming solar radiation under any developing afternoon cumulus, and the precise timing of a weak frontal passage that could enhance or suppress the daily maximum by 1–2°C. Historical August extremes in the region average near 23°C but have seen frequent 30°C+ days this summer, underscoring the role of current large-scale patterns in elevating baseline expectations while leaving room for model spread on the exact threshold.