Current numerical weather models from Taiwan’s Central Weather Administration and international ensembles indicate daytime highs near 35–36°C for Taipei on August 2 under partly cloudy conditions with limited rain, consistent with typical early-August patterns of high humidity and urban heat retention. Trader consensus clusters tightly around 36–37°C because forecast spreads remain narrow this close to the event, with differentiation driven by minor variations in afternoon cloud cover, boundary-layer mixing, or localized wind that can shift the observed maximum by 1°C. Recent stability in model runs without incoming typhoon influences or major pattern shifts has kept probabilities balanced rather than favoring extremes, while the market’s skin-in-the-game aggregation captures uncertainty in exact station readings versus broader guidance. Updated short-range forecasts tomorrow will likely refine the outcome.