Latest numerical weather prediction models from sources including AccuWeather and timeanddate converge on a daily maximum of 31–33°C for Qingdao on August 17, driven by persistent easterly flow, moderate humidity near 70%, and coastal sea-breeze moderation that typically caps peaks 2–4°C below inland Shandong values. Recent runs show limited spread, with only minor variations tied to afternoon cloud development or timing of any weak frontal passage. This aligns with the market’s clustering around 32–34°C outcomes, while the tail probabilities below 30°C or above 35°C reflect residual model uncertainty and historical August variability in the region. Updated CMA and global ensemble guidance expected overnight will provide the final resolution inputs.