Recent model guidance from sources including the European Centre for Medium-Range Weather Forecasts and GFS indicates a building ridge of high pressure over central Europe, promoting subsidence, clear skies, and warm-air advection that supports daytime maxima near 31–34 °C in Munich on August 10. Surface observations from the preceding days show temperatures climbing from the mid-20s toward 30 °C, consistent with seasonal norms but elevated by limited cloud cover and light winds. Ensemble spreads remain modest two days out, yet small differences in boundary-layer mixing or timing of any weak frontal passage can shift the daily high by 1–2 °C, explaining why market-implied probabilities cluster tightly around 33–34 °C while assigning lower weight to 35 °C or cooler outcomes. Updated runs expected overnight will refine the precise peak.