Highest temperature in Denver on Oct 19, 2026: 71° to 72° — it happened. How PBE scored.
71° to 72°: YES. PBE's final pre-resolution forecast was 13% against a 28% market. The designated forecasts, the market at the same moments, and the scores — fixed before the outcome.
Photo: Quintin Soloviev · CC BY 4.0 · Wikimedia Commons
Resolved Oct 20 13:04Z · verified against NWS CLI CLIDEN product 202610200741-KBOU-CDUS45-CLIDEN
Highest temperature in Denver on Oct 19, 2026?
71° to 72° · RESOLVED
Quick read
- Result: 71° to 72°: YES; official check 71 degF agrees with the venue.
- PBE at the final pre-resolution snapshot: 13%; market at that moment 28%.
- Mean Brier at the final checkpoint: PBE 0.159, market 0.142 (n=6).
- Scoring snapshots were fixed by rule (designation/1) before the outcome existed.
What happened
Highest temperature in Denver on Oct 19, 2026 resolved with 71° to 72°: YES. The venue settled at Oct 20 13:04Z (expiration value 71.00); PropBetEdge's independent check — NWS CLI CLIDEN product 202610200741-KBOU-CDUS45-CLIDEN — recorded 71 degF, which agrees with the settlement (source).
What PBE said before it happened
The snapshots that count were fixed by rule before the outcome: the first published forecast, the forecast in force 24 hours before the reference time (only if one existed), and the last forecast before it. Each is shown with the Kalshi mid captured at the same moment.
| Outcome | Result | First published | T−24 h | Final pre-resolution |
|---|---|---|---|---|
| 65° to 66° | NO | 13% (mkt 10%) | — | 13% (mkt 2%) |
| 64° or below | NO | 12% (mkt 6%) | — | 12% (mkt 2%) |
| 67° to 68° | NO | 27% (mkt 15%) | — | 27% (mkt 18%) |
| 69° to 70° | NO | 30% (mkt 43%) | — | 30% (mkt 56%) |
| 71° to 72° | YES | 13% (mkt 33%) | — | 13% (mkt 28%) |
| 73° or above | NO | 7% (mkt 8%) | — | 7% (mkt 3%) |
How it scored
Scores compare PBE and the market on the same designated snapshot — a lower Brier score or log loss is better. At the final pre-resolution checkpoint PBE's mean Brier score across 6 contracts was 0.159 against 0.142 for the market. One event is not evidence of skill in either direction.
| Checkpoint | Method | PBE | Market | n (PBE) | n (market) |
|---|---|---|---|---|---|
| First published | Brier | 0.159 | 0.114 | 6 | 6 |
| First published | Log loss | 0.509 | 0.348 | 6 | 6 |
| Final pre-resolution | Brier | 0.159 | 0.142 | 6 | 6 |
| Final pre-resolution | Log loss | 0.509 | 0.385 | 6 | 6 |
This event adds 6 resolved contracts to the model's live record (660 resolved in total). Live calibration is published once 30 have resolved.
Evidence & method
What this story is based on. Every value above was read from these immutable records.
| Outcome | Model | Snapshot | Compared with | Captured | Data cutoff | Market |
|---|---|---|---|---|---|---|
| 65° to 66° | pbe-weather-maxtemp@1.1.0 · RESEARCH | 1a878156-e83c-4fa4-a82b-4f003fc315c5 | 1c026c54-966d-4f89-9dc0-c95c7c683307 | Oct 19 05:00Z | Oct 19 05:00Z | 2% |
| 64° or below | pbe-weather-maxtemp@1.1.0 · RESEARCH | 6a3a5d9e-0158-4f1a-a9ea-c9e484789883 | 93ee2e83-6b62-459b-9a50-7394bd681b5f | Oct 19 05:00Z | Oct 19 05:00Z | 2% |
| 67° to 68° | pbe-weather-maxtemp@1.1.0 · RESEARCH | de41c3e2-b2a1-4c22-a581-f2f11bac1357 | 39c96c24-4c22-45c0-93bc-27ecdf784bac | Oct 19 05:00Z | Oct 19 05:00Z | 18% |
| 69° to 70° | pbe-weather-maxtemp@1.1.0 · RESEARCH | 672c33ad-e28e-47ef-abb2-4bd1f2a1114c | a97b2b9f-d79d-4494-b914-e627368c5aab | Oct 19 05:00Z | Oct 19 05:00Z | 56% |
| 71° to 72° | pbe-weather-maxtemp@1.1.0 · RESEARCH | 16ad27c0-fe8d-4e40-b476-58fe66dc1528 | 424013d2-a7e5-4d0d-b656-fc93e5c7e601 | Oct 19 05:00Z | Oct 19 05:00Z | 28% |
| 73° or above | pbe-weather-maxtemp@1.1.0 · RESEARCH | c3706ffc-60bc-43c5-86b6-e6e907e0ca1d | 0f36cc74-8130-4239-a88e-0d99d8c0e771 | Oct 19 05:00Z | Oct 19 05:00Z | 3% |
Source families: NWS CLI CLIDEN product 202610200741-KBOU-CDUS45-CLIDEN. Market = Kalshi mid captured with each snapshot.
- Resolves on
- The Weather Company (weather.com/kalshi) — The Weather Company daily maximum temperature for CLIDEN (weather.com/kalshi)
- Independent check
- NWS Daily Climate Report CLIDEN (WFO BOU); NOAA RCC-ACIS USW00003017
- Measurement
- Maximum temperature for the climate day 2026-10-19, 00:00-24:00 local standard time (UTC-7)
- 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.