Recent model guidance from agencies including the China Meteorological Administration indicates Beijing highs near 32–34 °C on August 5 under typical early-August monsoon conditions of high humidity and weak steering flows that limit strong heating. Trader consensus, reflected in the 34 % implied probability for 36 °C and 26 % for 35 °C, incorporates a modest upside bias alongside this guidance, as convective activity or variable cloud cover could either suppress peaks or allow brief clearing. Key differentiating factors include local boundary-layer mixing, potential thunderstorm timing, and diurnal temperature range, all of which remain sensitive to the next model cycles. Updated forecasts and real-time observations over the next 48 hours will refine resolution probabilities ahead of market close.