Trader consensus around 32°C as the leading implied probability for Beijing’s August 22 maximum stems from the latest ensemble guidance showing modest diurnal heating under partly cloudy conditions and residual summer moisture. Short-range models indicate surface temperatures will likely crest near 31–33 °C, consistent with late-August climatology of 29–31 °C highs that still permits occasional warmer days before the seasonal decline accelerates. Key differentiating factors include boundary-layer humidity capping full insolation, any thunderstorm outflow, and minor shifts in steering flow that could nudge the peak one degree higher or lower. With the event only 48 hours away, new model runs and observational updates will likely tighten the distribution among the closely matched central outcomes.