Recent forecasts from agencies including the Met Office and timeanddate.com indicate a maximum around 30–31 °C for Beijing on August 16, with scattered thunderstorms and increased cloud cover expected to moderate daytime heating. High humidity and potential afternoon convection tied to the East Asian monsoon circulation introduce uncertainty in peak values, as does model spread on timing of any clearing. These conditions explain the tight clustering of market-implied probabilities around 29–32 °C, with traders weighting official guidance and ensemble outputs that show modest day-to-day variability rather than extremes. Updated model runs and local observations in the next 48 hours will likely refine the distribution before resolution.