Recent forecast guidance from regional models and the China Meteorological Administration highlights variable afternoon convection and humidity levels as the key drivers keeping implied probabilities tightly clustered around 31–33°C for Chengdu’s August 7 high. Persistent subtropical monsoon moisture supports scattered thunderstorms that can limit peak insolation and cap temperatures near the lower end of that range, while any temporary ridge strengthening or reduced cloud cover could allow readings to reach 34°C or above. Historical August climatology shows mean daily maxima of 30–34°C, with occasional excursions above 35°C under clearer, drier conditions; current early-month observations near 32–34°C reinforce this baseline without signaling a strong deviation. Short-range model runs exhibit typical spread in boundary-layer moisture and timing of showers, sustaining the balanced trader consensus reflected in the market odds. Updated CMA and global ensemble guidance through the weekend will likely narrow resolution criteria around observed station data at Shuangliu.