Current ensemble forecasts from the German Weather Service (DWD) and ECMWF place Munich's August 9 maximum near 32–34°C under building high pressure and clear skies that favor strong daytime heating. Market-implied odds, with 33°C leading at 35.5% and 34°C at 28.5%, reflect traders' weighting of small differences in model timing of peak insolation and boundary-layer mixing, which can shift the daily high by 1–2°C. Above-average warmth relative to the long-term August mean of roughly 23–25°C stems from this synoptic setup rather than broader seasonal trends. Resolution will hinge on official station readings once the day ends, with any late forecast adjustments from the next model cycles likely to tighten probabilities further.