Recent forecasts from AEMET and ensemble models indicate Madrid highs near 38–39°C on August 7 amid persistently above-average summer conditions, with 2026 already the warmest on record for Spain’s June–July period by 3.3°C above the 1991–2020 baseline. A lingering ridge of high pressure and advection of warm air from North Africa sustain elevated temperatures, while limited cloud cover and dry soils enhance daytime heating. Historical August maxima average 32–33°C, so current guidance places outcomes well above climatology; however, model spread and any late steering changes could shift the peak by 1–2°C. Traders appear to weigh the consensus central tendency most heavily, with implied probabilities clustering on 38–39°C reflecting these dynamical factors ahead of the next model update cycle.