Weather models from agencies like the German Weather Service indicate a typical mid-July high-pressure setup over central Europe, favoring peak temperatures of 28–29°C in Munich on July 16 with limited advection of warmer air masses. Subtle differences among leading outcomes hinge on forecast details such as boundary-layer mixing, afternoon cloud cover from passing troughs, and urban heat effects in the city, which can shift maxima by 1–2°C. Ensemble spreads remain narrow given stable synoptic patterns, though minor shifts in jet-stream position or soil moisture could tip probabilities toward 30°C or 27°C. Updated model runs expected within 24 hours will refine these distinctions ahead of market resolution.