Current forecasts for Beijing on August 4, 2026, center on 31–34°C highs, driven by expected thunderstorm activity and associated cloud cover that limits solar heating and caps daytime peaks. Official guidance and ensemble models highlight convective development tied to summer monsoon moisture, with rain likely suppressing temperatures below clear-sky potential. This aligns with historical early-August patterns where average maxima reach 30–32°C amid high humidity, though brief clear periods could allow brief spikes toward 35°C. Model spread in storm timing and intensity creates the tight clustering of market-implied odds around 32–34°C, with lower probabilities for extremes reflecting the moderating effect of precipitation. Updated runs from agencies like the China Meteorological Administration will refine the outlook ahead of resolution.