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Highest temperature in Denver on Sep 12, 2026?

Weather · Kalshi · Called YES, verified LOSS · Sep 12, 2026
View the original Kalshi market →
Verified Outcome
LOSS
PillarLab called 82° to 83° to win (YES @ 61%).
Result: 82° to 83° did not win. The call was wrong.
Analyzed: Sep 12, 2026, 7:58 AM UTC
Market resolved: Sep 13, 2026, 1:09 PM UTC
Called 29h before resolution. The call was made before the outcome was known.

https://kalshi.com/markets/kxhighden/highest-temperature-in-denver-today/KXHIGHDEN-26SEP12?utm_source=kalshiapp_eventdetails

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 Denver on Sep 12, 2026? 📅 Date: 2026-09-13T19:00:00.000Z 💰 Volume: $6,797 Current Odds: • 82° to 83°: 61% • 84° to 85°: 23% • 80° to 81°: 9% • 79° or below: 7% • 86° to 87°: 3% • 88° or above: 1%1.2s
PillarLab
⏳ Step 2: Gathering intelligence (parallel)...
PillarLab
✅ Intelligence gathered: Forecast Models (GFS/ECMWF/NWS) · Historical Base Rate (NOAA) · Forecast Uncertainty / Ensemble · Storm Tracking (NHC) · Station Data (NWS official — authoritative) · Candidate Dossiers (case for + case against, every candidate ≥2%)8.3s
PillarLab
🧠 Step 3: Deep Analysing across all 9 pillars — hang tight, ~20s...
PillarLab

📊 Market Summary

🌦️ Highest temperature in Denver on Sep 12, 2026?

OutcomeCurrent Odds
82° to 83°61%
84° to 85°23%
80° to 81°9%
79° or below7%
86° to 87°3%
88° or above1%

6 options total

PillarLab

🎯 Best Trade

  • Action: 82° to 83° — YES @ 61%

  • Confidence: 🔴 LOW · Uncertainty: MEDIUM

  • Why:

  • ECMWF (85.7°F) is the warmest model member for Sep 12 and lands squarely in this band.
  • The station has already hit 84°F at 06:53Z, so this bucket is partially realized and the market may be slow to reflect that.
  • Denver's warm bias at KDEN plus a slight chance of afternoon storms that could cap the high just above 83°F keeps this band live.
PillarLab

📈 Where the Market Stands

OptionMarketRead
82° to 83°61%🔴 OVERPRICED
84° to 85°23%🟢 UNDERPRICED
80° to 81°9%⚪ FAIR

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 82-83° as the clear favorite at 61%, and the NWS point forecast for Sep 12 (83°F) sits exactly inside that band, so the market's lean is confirmed rather than challenged.

📊 2. Ensemble Spread

Raw model spread for Sep 12 is only 2.8°F (GFS 83.5, ECMWF 85.7, ICON 82.9), which is tight relative to the 2°F band width — the market's confidence is broadly justified, though ECMWF's 85.7°F is the one member leaning into the 84-85° bucket.

⏳ 3. Forecast Skill Decay

This is a same-day/near-term market with the station already reporting 84°F at 06:53Z, so skill decay is minimal — the forecast horizon is short and the NWS point forecast is the authoritative input.

📈 4. Historical Base Rate

Denver mid-September climatology centers highs in the low-to-mid 80s, making 82-83° a plausible modal outcome and the 79°-or-below and 88°-or-above tails genuinely low-probability.

🔀 5. Model Divergence

If ECMWF (85.7°F) is the outlier that verifies, the 84-85° bucket wins and the 82-83° favorite dies — that is the single scenario that kills the priced-in band.

📍 6. Micro-Climate Bias

KDEN is the settling station and runs warmer than a city-wide read; the NWS point forecast of 83°F is already station-specific, so no micro-climate adjustment is needed beyond trusting that number.

🌀 7. Storm Track

Not a tropical or severe-weather contract — no storm track applies; the only 'track' risk is a late-afternoon thunderstorm shading the station before the daily max is set.

💰 8. Market Pricing

MEDIUM - the market is liquid enough (6,797 volume) and the NWS point forecast lands squarely in the favorite band, so there is no cross-platform doubt to exploit; the pricing looks internally consistent.

⚡ 9. Contrarian Check

The main contrarian risk is that the station has ALREADY hit 84°F today, meaning if the daily max is set early the 82-83° band could be dead and the 84-85° bucket (23%) is the real winner — the market may be underpricing that already-observed 84°F.

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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