Recent forecast guidance and climatological patterns position late-August highs in Chongqing around 32–34°C as the most probable outcomes. The city’s location in the Sichuan Basin traps heat and moisture under subtropical high pressure, sustaining elevated temperatures even as the monsoon wanes and solar insolation begins a gradual seasonal decline. July’s intense heatwave, which produced multiple 40°C days, has moderated, with current model runs showing a mix of partly cloudy skies and isolated showers that limit further intensification. Historical data indicate average daily maxima near 33–34°C by August 21, with low probabilities assigned to extremes above 36°C or below 30°C reflecting the narrow range of plausible short-term variability. Traders are therefore weighting near-term ensemble guidance and the typical post-peak cooling trajectory most heavily.