Recent numerical weather prediction runs from European models show a ridge of high pressure promoting warm advection and clear skies over southern Germany, supporting market-implied odds clustering around 35–36 °C for Munich’s August 4 maximum. Ensemble guidance indicates surface temperatures peaking near these thresholds under light winds and strong insolation, with small spreads in timing and boundary-layer mixing creating the tight contest between those two outcomes. Historical August climatology places typical highs near 23–25 °C, so the current warm anomaly stems from a transient synoptic setup rather than seasonal norms. Traders will monitor the next DWD and ECMWF updates for any shifts in the thermal profile before resolution.