Recent forecasts from the National Weather Service and local models show Houston highs on August 2 centered in the mid-to-upper 90s under mostly sunny skies with southwesterly flow and typical summer humidity. Trader consensus clusters on 96–99°F because afternoon heating depends on variable cloud cover and the timing of any isolated thunderstorms, which can cap temperatures by a few degrees. Higher odds for 100–101°F reflect potential for stronger insolation if skies clear earlier, while lower bins account for increased moisture or brief rain suppressing the peak. These tight probabilities align with historical August variability around the 95–98°F climatological range and the absence of strong fronts or tropical influences in current model runs.