Recent forecasts from regional and global models indicate Beijing's August 4 maximum will likely fall between 31–34 °C under the influence of the East Asian summer monsoon, with scattered thunderstorms and elevated humidity moderating daytime heating. Trader consensus clusters tightly around these values because ensemble guidance shows modest day-to-day variability in cloud cover and timing of convective activity, which can suppress peaks by 1–2 °C or allow brief clearing to push readings slightly higher. Current surface observations and short-range model runs from agencies such as the China Meteorological Administration place the most probable outcomes near 32–33 °C, aligning with historical August climatology for the capital when monsoon moisture remains abundant. Updated model runs and official guidance issued in the next 24–48 hours will provide the clearest signal ahead of market resolution.