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KBHM / Mon Oct 19 / OFFICIAL STATION RECORD

Birmingham, ALHigh ≥ 81°F

FINAL OUTCOMENOOct 13 · 03:30 UTC
THE FORECAST FIELD

Who takes which side?

0% · NO50%YES · 100%
ICON
32%
AIFS
31%
HRES
22%
WN2
19%
EPS
19%
Consensus
24%

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
ICONYES 25.6¢Risks 12.78u
VS
EPSNO 74.4¢Risks 37.22u

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

ICON +37.22u · EPS −37.22u

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: 0.1% · 2026-10-04T06:00:00+00:00AIFS Single: 0.0% · 2026-10-04T12:00:00+00:00AIFS Single: 18.6% · 2026-10-04T18:00:00+00:00AIFS Single: 9.3% · 2026-10-05T00:00:00+00:00AIFS Single: 2.5% · 2026-10-05T06:00:00+00:00AIFS Single: 9.1% · 2026-10-05T12:00:00+00:00AIFS Single: 0.4% · 2026-10-05T18:00:00+00:00AIFS Single: 10.5% · 2026-10-06T00:00:00+00:00AIFS Single: 0.2% · 2026-10-06T06:00:00+00:00AIFS Single: 4.8% · 2026-10-06T12:00:00+00:00AIFS Single: 6.1% · 2026-10-06T18:00:00+00:00AIFS Single: 24.4% · 2026-10-07T00:00:00+00:00AIFS Single: 42.1% · 2026-10-07T06:00:00+00:00AIFS Single: 53.2% · 2026-10-07T12:00:00+00:00AIFS Single: 39.0% · 2026-10-07T18:00:00+00:00AIFS Single: 40.5% · 2026-10-08T00:00:00+00:00AIFS Single: 31.6% · 2026-10-08T06:00:00+00:00AIFS Single: 4.2% · 2026-10-08T12:00:00+00:00AIFS Single: 0.1% · 2026-10-08T18:00:00+00:00AIFS Single: 0.1% · 2026-10-09T00:00:00+00:00AIFS Single: 0.1% · 2026-10-09T06:00:00+00:00AIFS Single: 0.5% · 2026-10-09T12:00:00+00:00AIFS Single: 4.1% · 2026-10-09T18:00:00+00:00AIFS Single: 7.5% · 2026-10-10T00:00:00+00:00AIFS Single: 1.3% · 2026-10-10T06:00:00+00:00AIFS Single: 10.6% · 2026-10-10T12:00:00+00:00AIFS Single: 10.8% · 2026-10-10T18:00:00+00:00AIFS Single: 5.2% · 2026-10-11T00:00:00+00:00AIFS Single: 11.2% · 2026-10-11T06:00:00+00:00AIFS Single: 18.0% · 2026-10-11T12:00:00+00:00AIFS Single: 13.3% · 2026-10-11T18:00:00+00:00AIFS Single: 3.1% · 2026-10-12T00:00:00+00:00AIFS Single: 5.6% · 2026-10-12T06:00:00+00:00AIFS Single: 3.5% · 2026-10-12T12:00:00+00:00AIFS Single: 11.1% · 2026-10-12T18:00:00+00:00AIFS Single: 10.6% · 2026-10-13T00:00:00+00:00AIFS Single: 8.0% · 2026-10-13T06:00:00+00:00AIFS Single: 10.3% · 2026-10-13T12:00:00+00:00AIFS Single: 4.1% · 2026-10-13T18:00:00+00:00AIFS Single: 4.9% · 2026-10-14T00:00:00+00:00AIFS Single: 3.6% · 2026-10-14T06:00:00+00:00AIFS Single: 1.3% · 2026-10-14T12:00:00+00:00AIFS Single: 1.5% · 2026-10-14T18:00:00+00:00AIFS Single: 0.7% · 2026-10-15T00:00:00+00:00AIFS Single: 3.4% · 2026-10-15T06:00:00+00:00AIFS Single: 0.2% · 2026-10-15T12:00:00+00:00AIFS Single: 0.2% · 2026-10-15T18:00:00+00:00AIFS Single: 0.1% · 2026-10-16T00:00:00+00:00AIFS Single: 0.1% · 2026-10-16T06:00:00+00:00AIFS Single: 0.1% · 2026-10-16T12:00:00+00:00AIFS Single: 0.1% · 2026-10-16T18:00:00+00:00AIFS Single: 0.1% · 2026-10-17T00:00:00+00:00AIFS Single: 0.1% · 2026-10-17T06:00:00+00:00AIFS Single: 0.0% · 2026-10-17T12:00:00+00:00AIFS Single: 0.0% · 2026-10-17T18:00:00+00:00AIFS Single: 0.0% · 2026-10-18T00:00:00+00:00AIFS Single: 0.0% · 2026-10-18T06:00:00+00:00AIFS Single: 0.0% · 2026-10-18T12:00:00+00:00AIFS Single: 0.0% · 2026-10-18T18:00:00+00:00AIFS Single: 0.0% · 2026-10-19T00:00:00+00:00AIFS Single: 0.0% · 2026-10-19T06:00:00+00:00AIFS Single: 0.0% · 2026-10-19T12:00:00+00:00AIFS Single: 0.0% · 2026-10-19T18:00:00+00:00ICON: 0.2% · 2026-10-12T00:00:00+00:00ICON: 5.4% · 2026-10-12T12:00:00+00:00ICON: 9.0% · 2026-10-13T00:00:00+00:00ICON: 10.3% · 2026-10-13T12:00:00+00:00ICON: 5.9% · 2026-10-14T00:00:00+00:00ICON: 0.0% · 2026-10-14T06:00:00+00:00ICON: 0.4% · 2026-10-14T12:00:00+00:00ICON: 0.1% · 2026-10-14T18:00:00+00:00ICON: 1.2% · 2026-10-15T00:00:00+00:00ICON: 0.4% · 2026-10-15T06:00:00+00:00ICON: 0.4% · 2026-10-15T12:00:00+00:00ICON: 0.8% · 2026-10-15T18:00:00+00:00ICON: 0.2% · 2026-10-16T00:00:00+00:00ICON: 0.2% · 2026-10-16T06:00:00+00:00ICON: 0.2% · 2026-10-16T12:00:00+00:00ICON: 0.3% · 2026-10-16T18:00:00+00:00ICON: 0.1% · 2026-10-17T00:00:00+00:00ICON: 0.1% · 2026-10-17T06:00:00+00:00ICON: 0.1% · 2026-10-17T12:00:00+00:00ICON: 0.1% · 2026-10-17T18:00:00+00:00ICON: 0.1% · 2026-10-18T00:00:00+00:00ICON: 0.1% · 2026-10-18T06:00:00+00:00ICON: 0.0% · 2026-10-18T12:00:00+00:00ICON: 0.0% · 2026-10-18T18:00:00+00:00ICON: 0.0% · 2026-10-19T00:00:00+00:00ICON: 0.0% · 2026-10-19T06:00:00+00:00ICON: 0.0% · 2026-10-19T12:00:00+00:00ICON: 0.0% · 2026-10-19T18:00:00+00:00GFS: 0.0% · 2026-10-10T12:00:00+00:00GFS: 0.3% · 2026-10-10T18:00:00+00:00GFS: 0.6% · 2026-10-11T06:00:00+00:00GFS: 2.4% · 2026-10-11T12:00:00+00:00GFS: 19.4% · 2026-10-11T18:00:00+00:00GFS: 24.4% · 2026-10-12T00:00:00+00:00GFS: 4.0% · 2026-10-12T06:00:00+00:00GFS: 4.0% · 2026-10-12T12:00:00+00:00GFS: 20.9% · 2026-10-12T18:00:00+00:00GFS: 5.7% · 2026-10-13T00:00:00+00:00GFS: 26.2% · 2026-10-13T06:00:00+00:00GFS: 14.2% · 2026-10-13T12:00:00+00:00GFS: 25.3% · 2026-10-13T18:00:00+00:00GFS: 26.1% · 2026-10-14T00:00:00+00:00GFS: 17.9% · 2026-10-14T06:00:00+00:00GFS: 1.9% · 2026-10-14T12:00:00+00:00GFS: 1.7% · 2026-10-14T18:00:00+00:00GFS: 4.5% · 2026-10-15T00:00:00+00:00GFS: 5.2% · 2026-10-15T06:00:00+00:00GFS: 1.4% · 2026-10-15T12:00:00+00:00GFS: 0.4% · 2026-10-15T18:00:00+00:00GFS: 0.3% · 2026-10-16T00:00:00+00:00GFS: 0.5% · 2026-10-16T06:00:00+00:00GFS: 0.5% · 2026-10-16T12:00:00+00:00GFS: 0.2% · 2026-10-16T18:00:00+00:00GFS: 0.2% · 2026-10-17T00:00:00+00:00GFS: 0.1% · 2026-10-17T06:00:00+00:00GFS: 0.1% · 2026-10-17T12:00:00+00:00GFS: 0.1% · 2026-10-17T18:00:00+00:00GFS: 0.1% · 2026-10-18T00:00:00+00:00GFS: 0.0% · 2026-10-18T06:00:00+00:00GFS: 0.0% · 2026-10-18T12:00:00+00:00GFS: 0.0% · 2026-10-18T18:00:00+00:00GFS: 0.0% · 2026-10-19T00:00:00+00:00GFS: 0.0% · 2026-10-19T06:00:00+00:00GFS: 0.0% · 2026-10-19T12:00:00+00:00GFS: 0.0% · 2026-10-19T18:00:00+00:00UKMET: 0.1% · 2026-10-12T12:00:00+00:00UKMET: 2.7% · 2026-10-13T00:00:00+00:00UKMET: 6.5% · 2026-10-13T12:00:00+00:00UKMET: 0.6% · 2026-10-14T00:00:00+00:00UKMET: 2.0% · 2026-10-14T12:00:00+00:00UKMET: 0.5% · 2026-10-15T00:00:00+00:00UKMET: 0.2% · 2026-10-15T12:00:00+00:00UKMET: 0.3% · 2026-10-16T00:00:00+00:00UKMET: 0.0% · 2026-10-16T12:00:00+00:00UKMET: 0.0% · 2026-10-17T00:00:00+00:00UKMET: 0.0% · 2026-10-17T06:00:00+00:00UKMET: 0.0% · 2026-10-17T12:00:00+00:00UKMET: 0.0% · 2026-10-17T18:00:00+00:00UKMET: 0.0% · 2026-10-18T00:00:00+00:00UKMET: 0.0% · 2026-10-18T06:00:00+00:00UKMET: 0.0% · 2026-10-18T12:00:00+00:00UKMET: 0.0% · 2026-10-18T18:00:00+00:00UKMET: 0.0% · 2026-10-19T00:00:00+00:00UKMET: 0.0% · 2026-10-19T06:00:00+00:00UKMET: 0.0% · 2026-10-19T12:00:00+00:00UKMET: 0.0% · 2026-10-19T18:00:00+00:00GEM: 0.0% · 2026-10-17T00:00:00+00:00GEM: 0.0% · 2026-10-17T12:00:00+00:00GEM: 0.0% · 2026-10-18T00:00:00+00:00GEM: 0.0% · 2026-10-18T12:00:00+00:00GEM: 0.0% · 2026-10-19T00:00:00+00:00GEM: 0.0% · 2026-10-19T12:00:00+00:00IFS archive: 4.2% · 2026-10-04T12:00:00+00:00IFS archive: 10.5% · 2026-10-05T00:00:00+00:00IFS archive: 11.5% · 2026-10-05T12:00:00+00:00IFS archive: 15.2% · 2026-10-06T00:00:00+00:00IFS archive: 10.5% · 2026-10-06T12:00:00+00:00IFS archive: 11.0% · 2026-10-07T00:00:00+00:00IFS archive: 10.5% · 2026-10-07T12:00:00+00:00IFS archive: 9.3% · 2026-10-08T00:00:00+00:00IFS archive: 7.8% · 2026-10-08T12:00:00+00:00IFS archive: 9.3% · 2026-10-09T00:00:00+00:00IFS archive: 14.6% · 2026-10-09T12:00:00+00:00IFS archive: 11.7% · 2026-10-10T00:00:00+00:00IFS archive: 10.9% · 2026-10-10T12:00:00+00:00IFS archive: 7.1% · 2026-10-11T00:00:00+00:00IFS archive: 9.3% · 2026-10-11T12:00:00+00:00IFS archive: 11.4% · 2026-10-12T00:00:00+00:00IFS archive: 7.9% · 2026-10-12T12:00:00+00:00IFS archive: 7.6% · 2026-10-13T00:00:00+00:00IFS archive: 6.3% · 2026-10-13T12:00:00+00:00IFS archive: 1.2% · 2026-10-14T00:00:00+00:00IFS archive: 0.4% · 2026-10-14T12:00:00+00:00IFS archive: 0.5% · 2026-10-15T00:00:00+00:00IFS archive: 0.6% · 2026-10-15T12:00:00+00:00IFS archive: 0.2% · 2026-10-16T00:00:00+00:00IFS archive: 0.3% · 2026-10-16T06:00:00+00:00IFS archive: 0.1% · 2026-10-16T12:00:00+00:00IFS archive: 0.1% · 2026-10-16T18:00:00+00:00IFS archive: 0.1% · 2026-10-17T00:00:00+00:00IFS archive: 0.0% · 2026-10-17T06:00:00+00:00IFS archive: 0.0% · 2026-10-17T12:00:00+00:00IFS archive: 0.0% · 2026-10-17T18:00:00+00:00IFS archive: 0.0% · 2026-10-18T00:00:00+00:00IFS archive: 0.0% · 2026-10-18T06:00:00+00:00IFS archive: 0.0% · 2026-10-18T12:00:00+00:00IFS archive: 0.0% · 2026-10-19T00:00:00+00:00IFS archive: 0.0% · 2026-10-19T06:00:00+00:00IFS archive: 0.0% · 2026-10-19T12:00:00+00:00IFS archive: 0.0% · 2026-10-19T18:00:00+00:0010-04 06:0010-12 00:0010-19 18:00
AIFS SingleICONGFSUKMETGEMIFS archive
2026-10-19T18:00:00+00:00 · UTC
View the forecast data
UTCAIFSICONGFSUKMETGEMIFS*
2026-10-04T06:00:00+00:000.1%—————
2026-10-04T12:00:00+00:000.0%————4.2%
2026-10-04T18:00:00+00:0018.6%—————
2026-10-05T00:00:00+00:009.3%————10.5%
2026-10-05T06:00:00+00:002.5%—————
2026-10-05T12:00:00+00:009.1%————11.5%
2026-10-05T18:00:00+00:000.4%—————
2026-10-06T00:00:00+00:0010.5%————15.2%
2026-10-06T06:00:00+00:000.2%—————
2026-10-06T12:00:00+00:004.8%————10.5%
2026-10-06T18:00:00+00:006.1%—————
2026-10-07T00:00:00+00:0024.4%————11.0%
2026-10-07T06:00:00+00:0042.1%—————
2026-10-07T12:00:00+00:0053.2%————10.5%
2026-10-07T18:00:00+00:0039.0%—————
2026-10-08T00:00:00+00:0040.5%————9.3%
2026-10-08T06:00:00+00:0031.6%—————
2026-10-08T12:00:00+00:004.2%————7.8%
2026-10-08T18:00:00+00:000.1%—————
2026-10-09T00:00:00+00:000.1%————9.3%
2026-10-09T06:00:00+00:000.1%—————
2026-10-09T12:00:00+00:000.5%————14.6%
2026-10-09T18:00:00+00:004.1%—————
2026-10-10T00:00:00+00:007.5%————11.7%
2026-10-10T06:00:00+00:001.3%—————
2026-10-10T12:00:00+00:0010.6%—0.0%——10.9%
2026-10-10T18:00:00+00:0010.8%—0.3%———
2026-10-11T00:00:00+00:005.2%————7.1%
2026-10-11T06:00:00+00:0011.2%—0.6%———
2026-10-11T12:00:00+00:0018.0%—2.4%——9.3%
2026-10-11T18:00:00+00:0013.3%—19.4%———
2026-10-12T00:00:00+00:003.1%0.2%24.4%——11.4%
2026-10-12T06:00:00+00:005.6%—4.0%———
2026-10-12T12:00:00+00:003.5%5.4%4.0%0.1%—7.9%
2026-10-12T18:00:00+00:0011.1%—20.9%———
2026-10-13T00:00:00+00:0010.6%9.0%5.7%2.7%—7.6%
2026-10-13T06:00:00+00:008.0%—26.2%———
2026-10-13T12:00:00+00:0010.3%10.3%14.2%6.5%—6.3%
2026-10-13T18:00:00+00:004.1%—25.3%———
2026-10-14T00:00:00+00:004.9%5.9%26.1%0.6%—1.2%
2026-10-14T06:00:00+00:003.6%0.0%17.9%———
2026-10-14T12:00:00+00:001.3%0.4%1.9%2.0%—0.4%
2026-10-14T18:00:00+00:001.5%0.1%1.7%———
2026-10-15T00:00:00+00:000.7%1.2%4.5%0.5%—0.5%
2026-10-15T06:00:00+00:003.4%0.4%5.2%———
2026-10-15T12:00:00+00:000.2%0.4%1.4%0.2%—0.6%
2026-10-15T18:00:00+00:000.2%0.8%0.4%———
2026-10-16T00:00:00+00:000.1%0.2%0.3%0.3%—0.2%
2026-10-16T06:00:00+00:000.1%0.2%0.5%——0.3%
2026-10-16T12:00:00+00:000.1%0.2%0.5%0.0%—0.1%
2026-10-16T18:00:00+00:000.1%0.3%0.2%——0.1%
2026-10-17T00:00:00+00:000.1%0.1%0.2%0.0%0.0%0.1%
2026-10-17T06:00:00+00:000.1%0.1%0.1%0.0%—0.0%
2026-10-17T12:00:00+00:000.0%0.1%0.1%0.0%0.0%0.0%
2026-10-17T18:00:00+00:000.0%0.1%0.1%0.0%—0.0%
2026-10-18T00:00:00+00:000.0%0.1%0.1%0.0%0.0%0.0%
2026-10-18T06:00:00+00:000.0%0.1%0.0%0.0%—0.0%
2026-10-18T12:00:00+00:000.0%0.0%0.0%0.0%0.0%0.0%
2026-10-18T18:00:00+00:000.0%0.0%0.0%0.0%——
2026-10-19T00:00:00+00:000.0%0.0%0.0%0.0%0.0%0.0%
2026-10-19T06:00:00+00:000.0%0.0%0.0%0.0%—0.0%
2026-10-19T12:00:00+00:000.0%0.0%0.0%0.0%0.0%0.0%
2026-10-19T18:00:00+00:000.0%0.0%0.0%0.0%—0.0%
THE MODEL BOX SCORE

Forecasts & evidence

MODELYESMEANSPREAD σINITIALIZATION UTCBRIER ↓
National Blend53%81.0°F6.6°F2026-10-12 06:000.2809
ICON32%75.9°F9.9°F2026-10-12 12:000.1030
AIFS Single31%77.7°F5.6°F2026-10-12 18:000.0955
IFS HRES22%75.7°F6.3°F2026-10-12 12:000.0502
WeatherNext 219%76.2°F5.0°F2026-10-12 12:000.0372
IFS Ensemble19%76.9°F4.1°F2026-10-12 00:000.0361

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-20261019-TMAX-GE81
Opened Oct 12 · 11:35 UTC

Original listing: Birmingham high ≥ 81°F · Mon Oct 19

Original prop, full history & receipt ↗