NFL forecast log

Model win probabilities against the de-vigged market price.

ATL @ TB

2026 Week 8 (REG) · Sun Nov 1, 1:00 PM ET · Raymond James Stadium (outdoors) · 2026_08_ATL_TB

Final: ATL 0 – TB 16 (home won).

model p(home)—no forecast
market p(home)54.3%current line
edgen/ano forecast

Probability history

runpassarmcaptured (UTC)k okmediansample spreadsamplesmarketedge
T1_openblindidentified2026-10-27 16:09 UTC0/5n/a0.0 ppnone parsed55.1%n/a
T1_openinformedidentified2026-10-27 16:10 UTC0/5n/a0.0 ppnone parsed55.1%n/a
T2_informedinformedidentified2026-10-30 22:05 UTC0/5n/a0.0 ppnone parsed55.1%n/a
T3_finalinformedidentified2026-11-01 17:15 UTC0/3n/a0.0 ppnone parsed54.3%n/a

Model thinkingmachines/Inkling, prompt version v3, mode game.

Market line history

captured (UTC)spread (home)totalhome MLaway MLde-vigged p(home)
2026-09-10 06:55 UTC+4.546.5-225+18566.4%
2026-09-11 18:12 UTC+4.546.5-218+18065.7%
2026-10-20 17:52 UTC+1.544.5-118+10052.0%
2026-10-20 20:22 UTC+1.544.5-118-10251.7%
2026-10-22 11:12 UTC+1.544.5-118+10052.0%
2026-10-22 11:27 UTC+1.544.5-118-10251.7%
2026-10-22 16:22 UTC+1.544.5-118+10052.0%
2026-10-22 16:42 UTC+1.544.5-118-10251.7%
2026-10-23 04:42 UTC+1.545.5-118+10052.0%
2026-10-23 04:52 UTC+1.544.5-118-10251.7%
2026-10-24 17:17 UTC+1.545.5-118+10052.0%
2026-10-24 17:42 UTC+1.544.5-118-10251.7%
2026-10-24 21:42 UTC+1.545.5-118+10052.0%
2026-10-24 21:52 UTC+1.544.5-118-10251.7%
2026-10-25 21:22 UTC+1.543.5-125+10553.2%
2026-10-25 22:17 UTC+1.544.5-125+10553.2%
2026-10-26 01:42 UTC+1.545.5-125+10553.2%
2026-10-26 04:22 UTC+1.545.5-130+11054.3%
2026-10-26 04:52 UTC+1.544.5-130+11054.3%
2026-10-26 12:12 UTC+1.544.5-125+10553.2%
2026-10-26 12:52 UTC+1.544.5-130+11054.3%
2026-10-26 14:22 UTC+1.545.5-130+11054.3%
2026-10-26 14:52 UTC+1.545.5-135+11455.1%
2026-10-26 15:12 UTC+2.546.5-130+11054.3%
2026-10-26 15:52 UTC+2.546.5-135+11455.1%
2026-10-27 22:12 UTC+2.545.5-135+11455.1%
2026-10-27 23:17 UTC+2.545.5-134+11455.1%
2026-10-27 23:37 UTC+2.545.5-135+11455.1%
2026-10-28 00:42 UTC+2.545.5-134+11455.1%
2026-10-28 01:22 UTC+2.545.5-135+11455.1%
2026-10-28 01:42 UTC+2.545.5-134+11455.1%
2026-10-28 05:12 UTC+2.545.5-142+12056.3%
2026-10-28 05:27 UTC+2.545.5-135+11455.1%
2026-10-28 16:42 UTC+2.544.5-135+11455.1%
2026-10-29 01:22 UTC+2.544.5-142+12056.3%
2026-10-30 00:47 UTC+2.543.5-142+12056.3%
2026-10-30 01:17 UTC+2.544.5-142+12056.3%
2026-10-30 02:42 UTC+2.543.5-142+12056.3%
2026-10-30 03:42 UTC+2.544.5-142+12056.3%
2026-10-30 15:42 UTC+2.543.5-142+12056.3%
2026-10-30 17:12 UTC+2.543.5-135+11455.1%
2026-10-30 17:47 UTC+2.543.5-142+12056.3%
2026-10-30 18:42 UTC+2.543.5-135+11455.1%
2026-11-01 01:12 UTC+2.543.5-130+11054.3%
2026-11-01 02:42 UTC+1.543.5-130+11054.3%
2026-11-01 02:47 UTC+1.543.5-125+10553.2%
2026-11-01 09:12 UTC+1.543.5-130+11054.3%
2026-11-01 11:42 UTC+2.543.5-130+11054.3%
2026-11-01 12:42 UTC+1.543.5-130+11054.3%
2026-11-01 13:42 UTC+2.543.5-130+11054.3%
2026-11-01 17:12 UTC+1.543.5-130+11054.3%
2026-11-01 17:57 UTC+2.542.5-130+11054.3%

Spread is signed from the home side: positive means the home team is favoured by that many points.

Kickoff weather

86°F, wind 13 mph (gusts 15), precip 0.00 in, humidity 45% — forecast.

Wind at or above 10 mph. Measured on this warehouse, games in the 10–15 mph bucket landed about 1.7 points under the market total (n=403). That is a totals signal, not a win-probability one.

Availability impact

Points of spread at risk. This is a documented PRIOR, not a measurement — it has not been validated against how far lines actually move when a player is ruled out.

TB — 6.06 expected points lost

playerstatusinjurypracticevaluesnapsconfidence
QB Baker MayfieldQuestionableThumbFull Participation in Practice+6.5698%high
WR Jalen McMillanQuestionableKneeFull Participation in Practice+0.8968%high
WR Emeka EgbukaOutFootDid Not Participate In Practice+0.8578%high
CB Jacob ParrishQuestionableNot injury related - personal matterLimited Participation in Practice+0.7272%high
T Luke GoedekeQuestionableCalfLimited Participation in Practice+0.6896%high
CB Benjamin MorrisonDoubtfulQuadricepLimited Participation in Practice+0.6262%medium
S Antoine Winfield Jr.OutRibLimited Participation in Practice+0.6096%high
WR David SillsOutHamstringFull Participation in Practice+0.5652%medium
LB SirVocea DennisQuestionableAnkleFull Participation in Practice+0.5182%high
LB Christian RozeboomQuestionableFootLimited Participation in Practice+0.5182%high
T Justin SkuleDoubtfulObliqueLimited Participation in Practice+0.4447%medium
RB Kenny GainwellQuestionableHipFull Participation in Practice+0.3436%medium
DT Rakeem Nunez-RochesQuestionableAnkleFull Participation in Practice+0.2755%medium
RB Sean TuckerQuestionableQuadricepLimited Participation in Practice+0.1312%medium
TE Ko KieftOutElbowDid Not Participate In Practice+0.069%medium
S Miles KillebrewQuestionableConcussionFull Participation in Practiceunratedn/an/a
LB Rueben Bain Jr.OutGroinDid Not Participate In Practiceunratedn/an/a
LB Josiah TrotterQuestionableKneeLimited Participation in Practiceunratedn/an/a
CB Ayden GarnesQuestionableAnkleFull Participation in Practiceunratedn/an/a

ATL — 13.08 expected points lost

playerstatusinjurypracticevaluesnapsconfidence
QB Tua TagovailoaDoubtfulObliqueDid Not Participate In Practice+6.3196%high
QB Michael Penix Jr.OutKneeFull Participation in Practice+5.3284%high
CB A.J. TerrellQuestionableGroinFull Participation in Practice+0.9697%high
T Jake MatthewsQuestionableGroinFull Participation in Practice+0.9297%high
T Cameron WilliamsQuestionableAnkleFull Participation in Practice+0.7580%low
G Chris LindstromQuestionableConcussionFull Participation in Practice+0.6997%high
CB C.J. HendersonQuestionableGroinFull Participation in Practice+0.6464%low
CB Billy Bowman Jr.QuestionableHamstringLimited Participation in Practice+0.6080%medium
WR Olamide ZaccheausQuestionableShoulderLimited Participation in Practice+0.5747%medium
DE Za'Darius SmithQuestionableNeckFull Participation in Practice+0.5454%medium
LB Divine DeabloQuestionableForearmLimited Participation in Practice+0.5284%high
DT Gervon Dexter Sr.QuestionableHamstringLimited Participation in Practice+0.4965%high
DE Samson EbukamQuestionableHamstringLimited Participation in Practice+0.4444%medium
T Michael JerrellOutBicepsDid Not Participate In Practice+0.3942%medium
DE Charles SnowdenQuestionableBackLimited Participation in Practice+0.3636%medium
RB Brian RobinsonOutHamstringDid Not Participate In Practice+0.2933%medium
WR Beaux CollinsQuestionableHipFull Participation in Practice+0.1314%medium
LB Yasir AbdullahOutHamstringDid Not Participate In Practice+0.0610%medium
LB Kendal DanielsQuestionableNeckFull Participation in Practiceunratedn/an/a
CB Avieon TerrellQuestionableIllnessLimited Participation in Practiceunratedn/an/a