Traders see the 32–34°C band as the most probable range for Panama City’s July 31 high because long-range and ensemble guidance points to typical wet-season conditions with variable afternoon convection. Daytime heating under partly cloudy skies can push maxima toward 33–34°C, while scattered thunderstorms or thicker cloud cover often caps readings at 32°C or below. Sea-surface temperatures near 28–29°C and a neutral ENSO state provide a stable energy source, yet model spread in timing and coverage of convection creates the tight clustering around these three outcomes. Updated National Meteorological Service of Panama and global model runs expected overnight will refine the balance between insolation and evaporative cooling.