Recent forecast guidance from global and regional models places Beijing's August 8 maximum near 31–32 °C, reflecting the post-Liqiu seasonal transition that typically lowers highs by several degrees after early-August peaks. High humidity and scattered convective showers, common in the North China Plain during this period, introduce day-to-day variability in cloud cover and timing of precipitation that can shift the observed peak by 1–2 °C. Market-implied probabilities remain closely clustered because ensemble members show only modest spread around these values, with lower odds on extremes arising from the low historical frequency of either strong cold-air intrusions or prolonged clear-sky heating this late in the monsoon-influenced season. Updated model runs and official China Meteorological Administration guidance tomorrow morning will provide the final inputs for resolution.