
Highest temperature in Los Angeles on Oct 12, 2026: PBE moves “64° to 65°” down to 16% from 26%
New forecast guidance reached the model between 14:01 UTC and 17:01 UTC on Oct 11. Same model version, later data cutoff: here is exactly which inputs changed.
Photo: Alek Leckszas · CC BY-SA 4.0 · Wikimedia Commons
64° to 65° · pbe-weather-maxtemp@1.1.0 · 14:01 UTC → 17:01 UTC
Highest temperature in Los Angeles on Oct 12, 2026?
64° to 65° · WINDOW OPEN · OBSERVING
- UPDATE · Oct 11 23:00Z PBE 26% pbe-weather-maxtemp@1.1.0 · data cutoff Oct 11 23:00Z
- UPDATE · Oct 12 16:04Z PBE 15% pbe-weather-maxtemp-intraday@2.1.0 · data cutoff Oct 12 15:19Z
- UPDATE · Oct 12 18:24Z PBE 4% pbe-weather-maxtemp-intraday@2.1.0 · data cutoff Oct 12 18:24Z
Quick read
- pbe-weather-maxtemp@1.1.0 moved “64° to 65°” from 26% to 16% (−10 pts).
- Later data cutoff: Oct 11 11:00Z → Oct 11 17:00Z; same model version, so the move reflects inputs, not a model change.
- Primary inputs changed: National Blend of Models forecast high.
- A comparable market observation was not captured with both snapshots, so no market move is stated.
What changed in the inputs
Between the snapshot captured at Oct 11 14:01Z (data cutoff Oct 11 11:00Z) and the one at Oct 11 17:01Z (cutoff Oct 11 17:00Z), the same model version — pbe-weather-maxtemp@1.1.0 — moved “64° to 65°” from 26% to 16%. The model inputs that changed: National Blend of Models forecast high from 66°F to 67°F.
| Input | Before | After | Primary |
|---|---|---|---|
| Guidance lead time | 26h | 20h | — |
| National Blend of Models forecast high | 66°F | 67°F | yes |
This page reports which stored inputs differ between two immutable forecasts. It does not claim why the underlying weather guidance changed.
The forecast path
Data table
| Time (UTC) | Source | Value % |
|---|---|---|
| Oct 11 14:01Z | PBE pbe-weather-maxtemp@1.1.0 | 26 |
| Oct 11 14:02Z | Kalshi mid | 17 |
| Oct 11 14:06Z | Kalshi mid | 10 |
| Oct 11 14:08Z | Kalshi mid | 9 |
| Oct 11 14:10Z | Kalshi mid | 8 |
| Oct 11 14:12Z | Kalshi mid | 8 |
| Oct 11 14:16Z | Kalshi mid | 7 |
| Oct 11 14:18Z | Kalshi mid | 6 |
| Oct 11 14:20Z | Kalshi mid | 6 |
| Oct 11 14:22Z | Kalshi mid | 7 |
| Oct 11 14:24Z | Kalshi mid | 7 |
| Oct 11 14:44Z | Kalshi mid | 7 |
| Oct 11 14:56Z | Kalshi mid | 6 |
| Oct 11 15:00Z | Kalshi mid | 6 |
| Oct 11 15:02Z | Kalshi mid | 7 |
| Oct 11 15:04Z | Kalshi mid | 6 |
| Oct 11 15:06Z | Kalshi mid | 6 |
| Oct 11 15:24Z | Kalshi mid | 6 |
| Oct 11 15:34Z | Kalshi mid | 8 |
| Oct 11 15:50Z | Kalshi mid | 8 |
| Oct 11 16:01Z | Kalshi mid | 7 |
| Oct 11 16:08Z | Kalshi mid | 7 |
| Oct 11 16:30Z | Kalshi mid | 7 |
| Oct 11 17:01Z | PBE pbe-weather-maxtemp@1.1.0 | 16 |
| Oct 11 17:01Z | Kalshi mid | 7 |
A comparable market observation was not captured with both snapshots, so no market move is stated.
The two snapshots
| Earlier | Later | |
|---|---|---|
| Captured | Oct 11 14:01Z | Oct 11 17:01Z |
| Data cutoff | Oct 11 11:00Z | Oct 11 17:00Z |
| Guidance runs | NWS GFS MOS 2026-10-11T06Z, NWS National Blend of Models 2026-10-11T06Z | NWS GFS MOS 2026-10-11T12Z, NWS National Blend of Models 2026-10-11T12Z |
| PBE | 26% | 16% |
| Market at capture | — | 7% |
Evidence & method
What this story is based on. Every value above was read from these immutable records.
- Model
- pbe-weather-maxtemp@1.1.0 · RESEARCH
- Snapshot
- c5ff76b8-7f85-489e-acd2-d9d752ddd6dd
- Compared with
- e35eedf9-e873-438f-a9db-4bee45e7373b
- Captured
- Oct 11 17:01Z
- Data cutoff
- Oct 11 17:00Z
- Market observation
- 7% · captured with the snapshot
- Source families
- NOAA/NWS via Iowa Environmental Mesonet archive · NOAA Regional Climate Centers ACIS · NOAA/NWS api.weather.gov
- Resolves on
- The Weather Company (weather.com/kalshi) — The Weather Company daily maximum temperature for CLILAX (weather.com/kalshi)
- Independent check
- NWS Daily Climate Report CLILAX (WFO LOX); NOAA RCC-ACIS USW00023174
- Measurement
- Maximum temperature for the climate day 2026-10-12, 00:00-24:00 local standard time (UTC-8)
- Rounding
- Whole degrees Fahrenheit as reported; preliminary values may differ by rounding/conversion
- Exceptions
- Preliminary data may be revised; the exchange may hold expiration until a non-erroneous revision, else last fair price
- Pre-window only; no current-conditions input
- Guidance can run cold/hot in unusual regimes (see LA diagnostic, 2026-10-04)
Weather · daily high — inputs: National Blend of Models day max (GFS MOS fallback) + station empirical guidance-error tables. This model on the research board →
Market prices are a benchmark only and never enter a PropBetEdge model. Research-stage probabilities; not advice.