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Highest temperature in New York City on Aug 26, 2026?

Weather · Kalshi · Called YES, verified WIN · Aug 26, 2026
View the original Kalshi market →
Verified Outcome
WIN
PillarLab called 80° to 81° to win (YES @ 96%).
Result: 80° to 81° won. The call was correct.
Analyzed: Aug 26, 2026, 9:11 PM UTC
Market resolved: Aug 27, 2026, 11:10 AM UTC
Called 14h before resolution. The call was made before the outcome was known.

https://kalshi.com/markets/kxhighny/highest-temperature-in-new-york-city-today/KXHIGHNY-26AUG26?utm_source=kalshiapp_eventdetails

PillarLab
📡 Fetching Kalshi data...
PillarLab
✅ Got data from Kalshi API!0.6s
PillarLab
🔍 Step 1: Detecting market type and category...
PillarLab
✅ Category: 🌦️ WEATHER ✅ Type: MULTI_CANDIDATE 📊 Market: Highest temperature in New York City on Aug 26, 2026? 📅 Date: 2026-08-27T19:00:00.000Z 💰 Volume: $98,494 Current Odds: • 80° to 81°: 96% • 82° to 83°: 2% • 79° or below: 1% • 86° to 87°: 1% • 88° or above: 1% • 84° to 85°: 1%1.6s
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%)23.4s
PillarLab
🧠 Step 3: Deep Analysing across all 9 pillars — hang tight, ~20s...
PillarLab

📊 Market Summary

🌦️ Highest temperature in New York City on Aug 26, 2026?

OutcomeCurrent Odds
80° to 81°96%
82° to 83°2%
79° or below1%
86° to 87°1%
88° or above1%
84° to 85°1%

6 options total

PillarLab

🎯 Best Trade

  • Action: 80° to 81° — YES @ 96%

  • Confidence: 🔴 LOW · Uncertainty: MEDIUM

  • Why:

  • This bucket aligns with the climatological normal high of 82°F for Aug 26, so it is a plausible outcome if the warm forecast underperforms.
  • The NWS forecast is well above normal (near 88°F), so this bucket is unlikely unless there is a significant forecast error or early cloud cover.
  • The market price of 2% is reasonable given the low probability of a high in the low 80s when the forecast is for mostly sunny and near 88°F.
PillarLab

📈 Where the Market Stands

OptionMarketRead
80° to 81°96%🔴 OVERPRICED
82° to 83°1%🟢 UNDERPRICED
79° or below2%⚪ 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 88° or above as the clear favorite at 96%, with the NWS point forecast for Central Park on Aug 26, 2026 showing a high near 88°F, aligning closely with the market's top bucket.

📊 2. Ensemble Spread

The raw model spread for Aug 26 is 4°F (GFS 83.2°F, ECMWF 79.2°F, ICON 81.8°F), which is moderate but not extreme; however, the NWS point forecast of 88°F sits well above all model grid values, suggesting the market's near-certainty in the 88°+ bucket may be overconfident given the model disagreement.

⏳ 3. Forecast Skill Decay

The market prices 88° or above at 96% for a forecast horizon of about 24 hours, where NWS point forecasts typically have an error of ±2-3°F, so a 96% probability for a single 2°F-wide bucket is historically aggressive.

📈 4. Historical Base Rate

The climatological normal high for Aug 26 at Central Park is 82°F, and the record high is 103°F; the forecast of 88°F is above normal but not extreme, and the historical frequency of reaching 88°F or above on this date is likely well below 96%.

🔀 5. Model Divergence

If the ECMWF model (79.2°F) is closer to reality than the NWS point forecast, the high would land in the 79° or below bucket, which is currently priced at 1%, making that scenario severely underpriced if the model divergence is taken seriously.

📍 6. Micro-Climate Bias

Central Park is an urban station with a known heat island effect, which can push observed highs above surrounding rural areas, but it is also subject to sea-breeze influences from the East River that can cap afternoon temperatures; the NWS point forecast already accounts for this, but the raw model spread suggests the station may run cooler than the grid.

🌀 7. Storm Track

The storm track is not a factor for Aug 26 itself, as the NWS discussion indicates high pressure and mostly sunny conditions, with the main storm threat arriving Thursday; however, any earlier cloud cover or showers would suppress the high, and the market's 96% pricing leaves no room for that risk.

💰 8. Market Pricing

MEDIUM - The market is heavily concentrated in the 88° or above bucket at 96%, but the NWS point forecast of 88°F is only marginally above the 86-87°F bucket, and the model spread (GFS 83.2°F, ECMWF 79.2°F) suggests significant uncertainty; the 96% price appears overconfident relative to the forecast error distribution.

⚡ 9. Contrarian Check

The main contrarian risk is that the market has overpriced the 88° or above bucket at 96% despite the NWS forecast being only 1-2°F above the 86-87°F cutoff; a small forecast error or sea-breeze cooling would drop the high into the 86-87°F or lower buckets, making the 86-87°F bucket (priced at 1%) potentially undervalued.

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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