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Highest temperature in Los Angeles on Sep 10, 2026?

Weather · Kalshi · Called YES, verified WIN · Sep 10, 2026
View the original Kalshi market →
Verified Outcome
WIN
PillarLab called 91° or above to win (YES @ 86%).
Result: 91° or above won. The call was correct.
Analyzed: Sep 10, 2026, 1:13 AM UTC
Market resolved: Sep 11, 2026, 2:10 PM UTC
Called 37h before resolution. The call was made before the outcome was known.

https://kalshi.com/markets/kxhighlax/highest-temperature-in-los-angeles-tomorrow/KXHIGHLAX-26SEP10?utm_source=kalshiapp_eventdetails

PillarLab
📡 Fetching Kalshi data...
PillarLab
✅ Got data from Kalshi API!0.8s
PillarLab
🔍 Step 1: Detecting market type and category...
PillarLab
✅ Category: 🌦️ WEATHER ✅ Type: MULTI_CANDIDATE 📊 Market: Highest temperature in Los Angeles on Sep 10, 2026? 📅 Date: 2026-09-11T19:00:00.000Z 💰 Volume: $37,583 Current Odds: • 91° or above: 86% • 89° to 90°: 17% • 87° to 88°: 3% • 85° to 86°: 2% • 83° to 84°: 1% • 82° or below: 1%0.8s
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 Los Angeles on Sep 10, 2026?

OutcomeCurrent Odds
91° or above86%
89° to 90°17%
87° to 88°3%
85° to 86°2%
83° to 84°1%
82° or below1%

6 options total

PillarLab

🎯 Best Trade

  • Action: 91° or above — YES @ 86%

  • Confidence: 🟡 MEDIUM · Uncertainty: LOW

  • Why:

  • The NWS point forecast of 85°F for KLAX on Sep 10 sits only 4–5°F below this band, well within normal coastal forecast error, making 89–90°F a live outcome the 17% price understates.
  • Raw model output for Sep 10 (GFS 94.8, ECMWF 96.5, ICON 93.6) is hot enough that even a partial station adjustment lands some runs in the 89–90°F range.
  • The market's 86% concentration on 91°+ leaves little probability mass for the adjacent 89–90°F band, which is the natural landing zone if the NWS 85°F is slightly low.
PillarLab

📈 Where the Market Stands

OptionMarketRead
91° or above86%🔴 OVERPRICED
89° to 90°17%🟢 UNDERPRICED
87° to 88°3%🟢 UNDERPRICED

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 NWS point forecast for KLAX on Sep 10 at 85°F, which sits below the market's 86% favorite band of 91°+ — a direct conflict between the settling agency's own number and the priced-in scenario.

📊 2. Ensemble Spread

Raw multi-model spread for Sep 10 is 2.9°F (GFS 94.8, ECMWF 96.5, ICON 93.6), which is tight enough to be defensible, but those are grid-cell values that run hot versus a coastal station like KLAX, so the tight spread is misleading about the station-level outcome.

⏳ 3. Forecast Skill Decay

The market is pricing near-certainty (86%) on a single-day station maximum, a horizon where coastal marine-layer behavior routinely breaks model consensus by several degrees.

📈 4. Historical Base Rate

The only concrete historical anchor in the intelligence is 1937, where mid-September LA highs ran 89–95°F, but that is one year and adjacent dates, not a September 10 frequency distribution, so it cannot support an 86% base rate for 91°+.

🔀 5. Model Divergence

If the ECMWF grid value (96.5°F) is the outlier and the cooler GFS/ICON station-adjusted read is right, the entire 91°+ band dies and the 85–88°F region becomes live.

📍 6. Micro-Climate Bias

KLAX is a coastal station that reads far cooler than its inland grid cell, and the NWS point forecast of 85°F for Sep 10 versus 94.8–96.5°F raw model output is exactly that marine-layer bias showing up.

🌀 7. Storm Track

Not a storm contract — Hurricane Marie's early-September swell is a surf/coastal story, not a temperature driver for the KLAX daily high.

💰 8. Market Pricing

LOW - the market is thin and the only authoritative input (NWS point forecast) points the opposite direction from the 86% favorite, so the pricing looks stale versus the settling agency's own number.

⚡ 9. Contrarian Check

The main contrarian risk is that the market has over-anchored on hot raw model grid values and is underpricing the cooler coastal bands (85–88°F) that the NWS point forecast actually supports.

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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