**Short-term forecasts from the National Weather Service and supporting models place the most likely daily maximum in Dallas on August 2 in the upper 90s, with the 96–97 °F and 98–99 °F bins together capturing roughly 71 % of market-implied probability.** Clear skies and strong surface heating under a broad high-pressure ridge are the dominant drivers, allowing efficient solar insolation and limited cloud cover to push temperatures toward or above 97 °F. Light winds and typical August dew points in the 70s further support rapid afternoon warming once daytime mixing begins. Model consensus and recent runs show only modest spread because steering flow remains weak and no strong frontal passage or moisture surge is expected in the next 24–48 hours. Minor differences in the precise timing of peak heating or slight variations in boundary-layer moisture can shift the observed high by 1–2 °F, which is why the two leading bins are so closely matched. Historical climatology for early August in north Texas (normal highs near 96–99 °F) reinforces this narrow range, while any late-day convective initiation or slightly stronger mixing could cap the reading in the mid-90s. Upcoming NWS forecast updates and the next model cycle will be the key near-term catalysts for any adjustment in trader positioning.