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Highest temperature in Dallas on Aug 15, 2026?

Weather · Kalshi · Called YES, verified LOSS · Aug 15, 2026
View the original Kalshi market →
Verified Outcome
LOSS
PillarLab called 99° to 100° to win (YES @ 16%).
Result: 99° to 100° did not win. The call was wrong.
Analyzed: Aug 15, 2026, 3:43 PM UTC
Market resolved: Aug 16, 2026, 5:14 PM UTC
Called 26h before resolution. The call was made before the outcome was known.

https://kalshi.com/markets/kxhightdal/dallas-maximum-temperature/kxhightdal-26aug15

PillarLab
📡 Fetching Kalshi data...
PillarLab
✅ Got data from Kalshi API!0.4s
PillarLab
🔍 Step 1: Detecting market type and category...
PillarLab
✅ Category: 🌦️ WEATHER ✅ Type: MULTI_CANDIDATE 📊 Market: Highest temperature in Dallas on Aug 15, 2026? 📅 Date: 2026-08-16T19:41:36.000Z 💰 Volume: $11,333 Current Odds: • 101° to 102°: 70% • 99° to 100°: 16% • 103° to 104°: 14% • 98° or below: 4% • 107° or above: 1% • 105° to 106°: 1%1.5s
PillarLab
⏳ Step 2: Gathering intelligence (parallel)...
PillarLab
✅ Intelligence gathered: Forecast Models (GFS/ECMWF/NWS) · Historical Base Rate (NOAA) · Forecast Uncertainty / Ensemble · Storm Tracking (NHC) · Candidate Dossiers (case for + case against, every candidate ≥2%)16.7s
PillarLab
🧠 Step 3: Deep Analysing across all 9 pillars — hang tight, ~20s...
PillarLab

📊 Market Summary

🌦️ Highest temperature in Dallas on Aug 15, 2026?

OutcomeCurrent Odds
101° to 102°70%
99° to 100°16%
103° to 104°14%
98° or below4%
107° or above1%
105° to 106°1%

6 options total

PillarLab

🎯 Best Trade

  • Action: 99° to 100° — YES @ 16%

  • Confidence: 🔴 LOW · Uncertainty: MEDIUM

  • Why — the case against 101° to 102°:

  • The normal high for Aug 15 is 96.9°F, so 101-102°F requires a 4-5°F above-normal day, which is not guaranteed without a strong ridge.
  • No official forecast product was retrieved to support a specific hot day, so the 70% price is based on climatology alone.
  • The record high of 106°F shows the date can be hot, but that is an extreme, not the central tendency.
PillarLab

📈 Where the Market Stands

OptionMarketRead
101° to 102°70%🔴 OVERPRICED
99° to 100°16%🟢 UNDERPRICED
103° to 104°14%🔴 OVERPRICED

Verdicts compare my own read against the market price — 🟢 UNDERPRICED (market has it too low) · 🔴 OVERPRICED (market has it too high). The analysis below is the why.

PillarLab

🔬 9-Pillar Analysis (Meteorological Method)

🌡️ 1. Forecast Consensus

My Vegas Line reads 101°-102° as the favorite at 70%, which aligns with the climatological normal of 96.9°F plus a typical hot-day overshoot.

📊 2. Ensemble Spread

Ensemble spread data is unavailable for this specific date, but the wide range of plausible outcomes (98°F to 104°F) suggests the market's 70% on 101°-102° may be overconfident.

⏳ 3. Forecast Skill Decay

The market is pricing a specific band at 70% for a date over a week out, where forecast skill is historically low and climatology is the only reliable guide.

📈 4. Historical Base Rate

Historical base rates for Dallas Aug 15 show a normal high of 96.9°F and a record of 106°F, making 101°-102° a plausible but not dominant outcome; 98° or below is near-normal and likely underrated.

🔀 5. Model Divergence

Model divergence is not directly available, but the lack of a strong heat signal in the retrieved data suggests the hotter bands (103°-104°) are less supported than the market's 14% implies.

📍 6. Micro-Climate Bias

Dallas's urban heat island effect can add 1-3°F to official readings, which supports the 101°-102° band but also makes 103°-104° more likely than the market's 14% suggests.

🌀 7. Storm Track

No storm track is relevant here; the main weather driver is the positioning of the subtropical ridge, which is not detailed in the retrieved data.

💰 8. Market Pricing

MEDIUM - The market's 70% on 101°-102° is high given the lack of a specific forecast and the climatological normal near 97°F; the 98° or below bucket at 4% looks underpriced.

⚡ 9. Contrarian Check

The main contrarian risk is that the market is over-anchoring to a hot-day scenario; if a weak front or cloud cover appears, the high could stay below 100°F, making the 98° or below bucket a value play.

PillarLab

⚠️ Disclaimer: AI can make mistakes. This is not financial advice, and not a meteorological forecast — verify against NWS/NOAA and current model output before placing any trades.

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