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Highest temperature in Chicago on Sep 11, 2026?

Weather · Kalshi · Called YES, verified WIN · Sep 11, 2026
View the original Kalshi market →
Verified Outcome
WIN
PillarLab called 80° to 81° to win (YES @ 72%).
Result: 80° to 81° won. The call was correct.
Analyzed: Sep 11, 2026, 7:48 PM UTC
Market resolved: Sep 12, 2026, 12:09 PM UTC
Called 16h before resolution. The call was made before the outcome was known.

https://kalshi.com/markets/kxhighchi/highest-temperature-in-chicago/kxhighchi-26sep11

PillarLab
📡 Fetching Kalshi data...
PillarLab
✅ Got data from Kalshi API!0.3s
PillarLab
🔍 Step 1: Detecting market type and category...
PillarLab
✅ Category: 🌦️ WEATHER ✅ Type: MULTI_CANDIDATE 📊 Market: Highest temperature in Chicago on Sep 11, 2026? 📅 Date: 2026-09-12T19:00:00.000Z 💰 Volume: $76,601 Current Odds: • 80° to 81°: 72% • 82° to 83°: 26% • 84° or above: 2% • 76° to 77°: 1% • 75° or below: 1% • 78° to 79°: 1%1.0s
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%)7.2s
PillarLab
🧠 Step 3: Deep Analysing across all 9 pillars — hang tight, ~20s...
PillarLab

📊 Market Summary

🌦️ Highest temperature in Chicago on Sep 11, 2026?

OutcomeCurrent Odds
80° to 81°72%
82° to 83°26%
84° or above2%
76° to 77°1%
75° or below1%
78° to 79°1%

6 options total

PillarLab

🎯 Best Trade

  • Action: 80° to 81° — YES @ 72%

  • Confidence: 🟡 MEDIUM · Uncertainty: HIGH

  • Why:

  • The station is already at 80.6°F, so only ~1.4°F of additional heating is needed to reach 82°F — a plausible afternoon outcome that justifies the 26% price.
  • GFS raw output of 80.9°F is the warmest model and still below 82°F, meaning the band requires an upside surprise versus every model.
  • NWS explicitly forecasts 80°F, not 82°F+, so the settling agency's own number argues against this band being the modal outcome.
PillarLab

📈 Where the Market Stands

OptionMarketRead
80° to 81°72%⚪ FAIR
82° to 83°26%⚪ FAIR
84° or above2%⚪ 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 the 80-81°F band as the clear favorite at ~72%, with the NWS point forecast for Midway at 80°F and the station already at 80.6°F — the market's favorite is well-supported by the settling agency's own number.

📊 2. Ensemble Spread

Raw model spread for Sep 11 is 3.3°F (GFS 80.9, ECMWF 77.6, ICON 80.0), which is tight enough that a 2°F band call is defensible, though ECMWF's 77.6°F outlier sits just below the favorite band.

⏳ 3. Forecast Skill Decay

This is a same-day market with the station already at 80.6°F at 19:20Z, so skill decay is minimal — the observation is the dominant signal, not a multi-day forecast.

📈 4. Historical Base Rate

Climatological base rates for Chicago Midway around Sep 11 are not in the intelligence, but the observed 80.6°F and NWS 80°F forecast anchor the distribution firmly in the 80-81°F band.

🔀 5. Model Divergence

If ECMWF's 77.6°F outlier is right, the 80-81°F band dies and 78-79°F becomes live — but that model is the lone dissenter against GFS 80.9 and ICON 80.0.

📍 6. Micro-Climate Bias

Midway (KMDW) is the resolution station, an urban heat-island site that runs warmer than O'Hare; the observed 80.6°F already confirms the warm bias is active today.

🌀 7. Storm Track

Not a tropical/severe weather contract — no storm track applies; the relevant 'track' is the diurnal temperature curve, which has already peaked at 80.6°F.

💰 8. Market Pricing

HIGH - the market is liquid ($76K volume), the NWS point forecast and observed station data both point to the 80-81°F band, and the pricing is consistent with the settling agency's own number.

⚡ 9. Contrarian Check

The main contrarian risk is that the station has already hit 80.6°F and could tick to 82°F+ if afternoon heating continues, which would kill the 80-81°F favorite and pay the 82-83°F band at 26%.

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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