Recent AEMET forecasts for Madrid show a maximum of 40°C on July 7 under stable high pressure, clear skies, and light southerly winds, following similar 39°C readings on July 6 and 8. This aligns with the market’s leading outcomes, where 40°C holds the highest implied probability at 40%, followed by 41°C (19.5%) and 39°C (16%). Madrid’s continental climate amplifies summer heating through intense insolation and minimal nocturnal cooling, while the current pattern lacks strong advection of hotter Saharan air that could push extremes higher. Model consensus centers on 39–40°C, with typical 48-hour uncertainty of ±1–2°C from variables like boundary-layer mixing and exact wind shifts accounting for the spread into 38°C and 42°C bins. Spain’s record-warm first half of 2026 provides background context but has not altered the short-term guidance. Updated AEMET runs and ensemble outputs over the next 24–48 hours will likely refine these probabilities ahead of resolution.