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KBHM / Thu Oct 22 / OFFICIAL STATION RECORD

Birmingham, ALHigh ≥ 81°F

CONSENSUS FORECAST54%Oct 15 · 10:52 UTC
THE FORECAST FIELD

Who takes which side?

0% · NO50%YES · 100%
AIFS
72%
EPS
56%
WN2
53%
HRES
36%
ICON
24%
Consensus
54%

Probabilities derived from each source’s mean and spread. Forecasts may have different initialization times.

HOW A MODEL CONTRACT WORKS

Head-to-head preview

ILLUSTRATIVE · NOT EXECUTED
AIFSYES 47.9¢Risks 47.95u
VS
ICONNO 52.0¢Risks 52.05u

100 contracts at the midpoint of these model probabilities. Each contract pays 1u to the winning side.

AIFS +52.05u · ICON −52.05u

These are current forecast comparisons, not locked entries. No credits have been committed. Read the proposed policy →

FOLLOW THE RUNS

Probability history

Reconstructed from archived summary forecasts using a shared lead-dependent Gaussian error model. Times are initializations, not verified release times.

0%25%50%75%100%AIFS Single: 3.5% · 2026-10-07T06:00:00+00:00AIFS Single: 0.0% · 2026-10-07T12:00:00+00:00AIFS Single: 8.3% · 2026-10-07T18:00:00+00:00AIFS Single: 21.6% · 2026-10-08T00:00:00+00:00AIFS Single: 48.4% · 2026-10-08T06:00:00+00:00AIFS Single: 22.0% · 2026-10-08T12:00:00+00:00AIFS Single: 19.3% · 2026-10-08T18:00:00+00:00AIFS Single: 1.2% · 2026-10-09T00:00:00+00:00AIFS Single: 20.8% · 2026-10-09T06:00:00+00:00AIFS Single: 12.6% · 2026-10-09T12:00:00+00:00AIFS Single: 18.6% · 2026-10-09T18:00:00+00:00AIFS Single: 15.2% · 2026-10-10T00:00:00+00:00AIFS Single: 18.9% · 2026-10-10T06:00:00+00:00AIFS Single: 15.6% · 2026-10-10T12:00:00+00:00AIFS Single: 30.6% · 2026-10-10T18:00:00+00:00AIFS Single: 39.5% · 2026-10-11T00:00:00+00:00AIFS Single: 16.9% · 2026-10-11T06:00:00+00:00AIFS Single: 32.0% · 2026-10-11T12:00:00+00:00AIFS Single: 32.2% · 2026-10-11T18:00:00+00:00AIFS Single: 32.5% · 2026-10-12T00:00:00+00:00AIFS Single: 39.0% · 2026-10-12T06:00:00+00:00AIFS Single: 37.7% · 2026-10-12T12:00:00+00:00AIFS Single: 39.2% · 2026-10-12T18:00:00+00:00AIFS Single: 41.8% · 2026-10-13T00:00:00+00:00AIFS Single: 38.8% · 2026-10-13T06:00:00+00:00AIFS Single: 40.4% · 2026-10-13T12:00:00+00:00AIFS Single: 33.8% · 2026-10-13T18:00:00+00:00AIFS Single: 30.7% · 2026-10-14T00:00:00+00:00AIFS Single: 28.2% · 2026-10-14T06:00:00+00:00AIFS Single: 28.9% · 2026-10-14T12:00:00+00:00AIFS Single: 28.6% · 2026-10-14T18:00:00+00:00AIFS Single: 48.0% · 2026-10-15T00:00:00+00:00AIFS Single: 27.3% · 2026-10-15T06:00:00+00:00AIFS Single: 41.6% · 2026-10-15T12:00:00+00:00AIFS Single: 29.5% · 2026-10-15T18:00:00+00:00AIFS Single: 39.9% · 2026-10-16T00:00:00+00:00AIFS Single: 36.8% · 2026-10-16T06:00:00+00:00AIFS Single: 33.0% · 2026-10-16T12:00:00+00:00AIFS Single: 31.2% · 2026-10-16T18:00:00+00:00AIFS Single: 24.2% · 2026-10-17T00:00:00+00:00AIFS Single: 24.3% · 2026-10-17T06:00:00+00:00AIFS Single: 19.5% · 2026-10-17T12:00:00+00:00AIFS Single: 17.3% · 2026-10-17T18:00:00+00:00AIFS Single: 16.7% · 2026-10-18T00:00:00+00:00AIFS Single: 14.5% · 2026-10-18T06:00:00+00:00AIFS Single: 14.4% · 2026-10-18T12:00:00+00:00AIFS Single: 13.2% · 2026-10-18T18:00:00+00:00AIFS Single: 21.0% · 2026-10-19T00:00:00+00:00AIFS Single: 15.8% · 2026-10-19T06:00:00+00:00AIFS Single: 20.4% · 2026-10-19T12:00:00+00:00AIFS Single: 22.0% · 2026-10-19T18:00:00+00:00AIFS Single: 24.7% · 2026-10-20T00:00:00+00:00AIFS Single: 19.0% · 2026-10-20T06:00:00+00:00ICON: 2.4% · 2026-10-15T00:00:00+00:00ICON: 43.0% · 2026-10-15T12:00:00+00:00ICON: 34.3% · 2026-10-16T00:00:00+00:00ICON: 27.0% · 2026-10-16T12:00:00+00:00ICON: 21.8% · 2026-10-17T00:00:00+00:00ICON: 0.3% · 2026-10-17T06:00:00+00:00ICON: 16.2% · 2026-10-17T12:00:00+00:00ICON: 8.5% · 2026-10-17T18:00:00+00:00ICON: 15.6% · 2026-10-18T00:00:00+00:00ICON: 15.5% · 2026-10-18T06:00:00+00:00ICON: 16.6% · 2026-10-18T12:00:00+00:00ICON: 20.3% · 2026-10-18T18:00:00+00:00ICON: 21.0% · 2026-10-19T00:00:00+00:00ICON: 17.7% · 2026-10-19T06:00:00+00:00ICON: 15.1% · 2026-10-19T12:00:00+00:00ICON: 16.9% · 2026-10-19T18:00:00+00:00ICON: 15.5% · 2026-10-20T00:00:00+00:00GFS: 10.4% · 2026-10-12T06:00:00+00:00GFS: 28.3% · 2026-10-13T18:00:00+00:00GFS: 37.0% · 2026-10-14T00:00:00+00:00GFS: 48.7% · 2026-10-14T06:00:00+00:00GFS: 41.6% · 2026-10-14T12:00:00+00:00GFS: 42.7% · 2026-10-14T18:00:00+00:00GFS: 15.1% · 2026-10-15T00:00:00+00:00GFS: 19.9% · 2026-10-15T06:00:00+00:00GFS: 19.4% · 2026-10-15T12:00:00+00:00GFS: 18.9% · 2026-10-15T18:00:00+00:00GFS: 27.9% · 2026-10-16T00:00:00+00:00GFS: 18.9% · 2026-10-16T06:00:00+00:00GFS: 17.4% · 2026-10-16T12:00:00+00:00GFS: 21.7% · 2026-10-16T18:00:00+00:00GFS: 23.6% · 2026-10-17T00:00:00+00:00GFS: 25.6% · 2026-10-17T06:00:00+00:00GFS: 22.5% · 2026-10-17T12:00:00+00:00GFS: 22.0% · 2026-10-17T18:00:00+00:00GFS: 20.2% · 2026-10-18T00:00:00+00:00GFS: 15.5% · 2026-10-18T06:00:00+00:00GFS: 12.4% · 2026-10-18T12:00:00+00:00GFS: 14.3% · 2026-10-18T18:00:00+00:00GFS: 13.6% · 2026-10-19T00:00:00+00:00GFS: 14.0% · 2026-10-19T06:00:00+00:00GFS: 14.5% · 2026-10-19T12:00:00+00:00GFS: 12.7% · 2026-10-19T18:00:00+00:00GFS: 13.1% · 2026-10-20T00:00:00+00:00GFS: 11.2% · 2026-10-20T06:00:00+00:00UKMET: 0.4% · 2026-10-15T12:00:00+00:00UKMET: 4.4% · 2026-10-16T00:00:00+00:00UKMET: 9.0% · 2026-10-16T12:00:00+00:00UKMET: 7.8% · 2026-10-17T00:00:00+00:00UKMET: 4.9% · 2026-10-17T12:00:00+00:00UKMET: 6.5% · 2026-10-18T00:00:00+00:00UKMET: 4.8% · 2026-10-18T12:00:00+00:00UKMET: 2.9% · 2026-10-19T00:00:00+00:00UKMET: 3.8% · 2026-10-19T12:00:00+00:00UKMET: 4.2% · 2026-10-20T00:00:00+00:00UKMET: 0.0% · 2026-10-20T06:00:00+00:00GEM: 7.7% · 2026-10-20T00:00:00+00:00IFS archive: 1.8% · 2026-10-07T12:00:00+00:00IFS archive: 9.3% · 2026-10-08T00:00:00+00:00IFS archive: 12.0% · 2026-10-08T12:00:00+00:00IFS archive: 17.9% · 2026-10-09T00:00:00+00:00IFS archive: 26.5% · 2026-10-09T12:00:00+00:00IFS archive: 21.6% · 2026-10-10T00:00:00+00:00IFS archive: 31.1% · 2026-10-10T12:00:00+00:00IFS archive: 26.5% · 2026-10-11T00:00:00+00:00IFS archive: 30.6% · 2026-10-11T12:00:00+00:00IFS archive: 33.0% · 2026-10-12T00:00:00+00:00IFS archive: 27.0% · 2026-10-12T12:00:00+00:00IFS archive: 30.3% · 2026-10-13T00:00:00+00:00IFS archive: 31.9% · 2026-10-13T12:00:00+00:00IFS archive: 27.0% · 2026-10-14T00:00:00+00:00IFS archive: 17.2% · 2026-10-14T12:00:00+00:00IFS archive: 25.4% · 2026-10-15T00:00:00+00:00IFS archive: 26.3% · 2026-10-15T12:00:00+00:00IFS archive: 21.5% · 2026-10-16T00:00:00+00:00IFS archive: 26.4% · 2026-10-16T12:00:00+00:00IFS archive: 22.4% · 2026-10-17T00:00:00+00:00IFS archive: 17.3% · 2026-10-17T06:00:00+00:00IFS archive: 20.7% · 2026-10-17T12:00:00+00:00IFS archive: 19.6% · 2026-10-17T18:00:00+00:00IFS archive: 17.8% · 2026-10-18T00:00:00+00:00IFS archive: 13.5% · 2026-10-18T06:00:00+00:00IFS archive: 11.9% · 2026-10-18T12:00:00+00:00IFS archive: 15.3% · 2026-10-19T00:00:00+00:00IFS archive: 0.0% · 2026-10-19T06:00:00+00:00IFS archive: 12.8% · 2026-10-19T12:00:00+00:00IFS archive: 13.2% · 2026-10-19T18:00:00+00:00IFS archive: 19.0% · 2026-10-20T00:00:00+00:00IFS archive: 8.3% · 2026-10-20T06:00:00+00:0010-07 06:0010-13 18:0010-20 06:00
AIFS SingleICONGFSUKMETGEMIFS archive
2026-10-20T06:00:00+00:00 · UTC
View the forecast data
UTCAIFSICONGFSUKMETGEMIFS*
2026-10-07T06:00:00+00:003.5%—————
2026-10-07T12:00:00+00:000.0%————1.8%
2026-10-07T18:00:00+00:008.3%—————
2026-10-08T00:00:00+00:0021.6%————9.3%
2026-10-08T06:00:00+00:0048.4%—————
2026-10-08T12:00:00+00:0022.0%————12.0%
2026-10-08T18:00:00+00:0019.3%—————
2026-10-09T00:00:00+00:001.2%————17.9%
2026-10-09T06:00:00+00:0020.8%—————
2026-10-09T12:00:00+00:0012.6%————26.5%
2026-10-09T18:00:00+00:0018.6%—————
2026-10-10T00:00:00+00:0015.2%————21.6%
2026-10-10T06:00:00+00:0018.9%—————
2026-10-10T12:00:00+00:0015.6%————31.1%
2026-10-10T18:00:00+00:0030.6%—————
2026-10-11T00:00:00+00:0039.5%————26.5%
2026-10-11T06:00:00+00:0016.9%—————
2026-10-11T12:00:00+00:0032.0%————30.6%
2026-10-11T18:00:00+00:0032.2%—————
2026-10-12T00:00:00+00:0032.5%————33.0%
2026-10-12T06:00:00+00:0039.0%—10.4%———
2026-10-12T12:00:00+00:0037.7%————27.0%
2026-10-12T18:00:00+00:0039.2%—————
2026-10-13T00:00:00+00:0041.8%————30.3%
2026-10-13T06:00:00+00:0038.8%—————
2026-10-13T12:00:00+00:0040.4%————31.9%
2026-10-13T18:00:00+00:0033.8%—28.3%———
2026-10-14T00:00:00+00:0030.7%—37.0%——27.0%
2026-10-14T06:00:00+00:0028.2%—48.7%———
2026-10-14T12:00:00+00:0028.9%—41.6%——17.2%
2026-10-14T18:00:00+00:0028.6%—42.7%———
2026-10-15T00:00:00+00:0048.0%2.4%15.1%——25.4%
2026-10-15T06:00:00+00:0027.3%—19.9%———
2026-10-15T12:00:00+00:0041.6%43.0%19.4%0.4%—26.3%
2026-10-15T18:00:00+00:0029.5%—18.9%———
2026-10-16T00:00:00+00:0039.9%34.3%27.9%4.4%—21.5%
2026-10-16T06:00:00+00:0036.8%—18.9%———
2026-10-16T12:00:00+00:0033.0%27.0%17.4%9.0%—26.4%
2026-10-16T18:00:00+00:0031.2%—21.7%———
2026-10-17T00:00:00+00:0024.2%21.8%23.6%7.8%—22.4%
2026-10-17T06:00:00+00:0024.3%0.3%25.6%——17.3%
2026-10-17T12:00:00+00:0019.5%16.2%22.5%4.9%—20.7%
2026-10-17T18:00:00+00:0017.3%8.5%22.0%——19.6%
2026-10-18T00:00:00+00:0016.7%15.6%20.2%6.5%—17.8%
2026-10-18T06:00:00+00:0014.5%15.5%15.5%——13.5%
2026-10-18T12:00:00+00:0014.4%16.6%12.4%4.8%—11.9%
2026-10-18T18:00:00+00:0013.2%20.3%14.3%———
2026-10-19T00:00:00+00:0021.0%21.0%13.6%2.9%—15.3%
2026-10-19T06:00:00+00:0015.8%17.7%14.0%——0.0%
2026-10-19T12:00:00+00:0020.4%15.1%14.5%3.8%—12.8%
2026-10-19T18:00:00+00:0022.0%16.9%12.7%——13.2%
2026-10-20T00:00:00+00:0024.7%15.5%13.1%4.2%7.7%19.0%
2026-10-20T06:00:00+00:0019.0%—11.2%0.0%—8.3%
THE MODEL BOX SCORE

Forecasts & evidence

MODELYESMEANSPREAD σINITIALIZATION UTCBRIER ↓
AIFS Single72%83.8°F5.6°F2026-10-15 00:00Pending
National Blend56%81.0°F3.3°F2026-10-15 00:00Pending
IFS Ensemble56%80.9°F2.7°F2026-10-14 00:00Pending
WeatherNext 253%80.9°F5.4°F2026-10-14 18:00Pending
IFS HRES36%78.2°F6.3°F2026-10-15 00:00Pending
ICON24%73.4°F9.9°F2026-10-15 00:00Pending

Spread is the standard deviation used in the probability approximation. It is not a measured confidence rating. Brier here scores the latest recorded snapshot, not a league deadline.

SETTLEMENT & PROVENANCE

High ≥ 81°F · KBHM

Daily temperature props settle on the ACIS official station record. Inclusive and strict thresholds retain their exact meanings. Provisional observations do not replace the settlement record.

WP-KBHM-20261022-TMAX-GE81
Opened Oct 15 · 07:49 UTC

Original listing: Birmingham high ≥ 81°F · Thu Oct 22

Original prop, full history & receipt ↗