GameScope NFL research

BUF at MIA uncertain forecast

Sun, Jan 3 at 1:00 PM ET · Hard Rock Stadium

Most likely outcome
BUF wins — 61.6%
BUF win
61.6%
MIA win
38.4%

Expected score: BUF 25.9 – MIA 20.3

Total anchored to the league-wide baseline of 46.2 points — a shared baseline, not a matchup-specific forecast.

Home-field adjustment included (+65 Elo rating points)

Fair odds (display only): BUF 1.62 · MIA 2.6

How this forecast is calculated

Team ratings (Elo): BUF 1590.2 vs MIA 1443.1. 393 games trained (Oct 30).

Model: nfl-elo-v2 — Elo ratings trained on real ESPN results (2025 regular+postseason and 2026 regular season to date), chronological replay, K=20, home advantage = 65 Elo rating points, applied only at true home venues: games the feed flags neutral-site get no home bonus, in training and in prediction. Totals baseline is the mean total points of the training games (measured, not assumed). Score-model spread/total probabilities use the engine's bivariate-normal assumptions (score std 13.5, correlation 0.3) — documented approximations, not measured NFL parameters. No backtest against closing lines exists; treat all outputs as experimental uncertain forecasts.

What the win probability uses: Elo ratings only, plus a home-field adjustment of 65 Elo rating points at true home venues (no adjustment at feed-flagged neutral sites).

Contextual research (displayed, not in the calculation): Contextual research only — form, rest, injuries, head-to-head, weather, and travel do not change the win probability above.

Totals: Expected scores are centered on a shared league-wide totals baseline of 46.2 points (the mean total of the training games) — a baseline, not a matchup-specific forecast.

Score-distribution assumptions: Spread/total probabilities assume team scores are bivariate normal (score std 13.5, correlation 0.3) — documented approximations, not measured NFL parameters.

Validation status: No backtest against closing lines exists. Treat all outputs as experimental uncertain forecasts.

Data used

Form & rest contextual research

BUF (5-1) — 76 days rest

Last 5: 4-1 (2 straight wins)

Oct 18, 2026LVW33-30
Oct 12, 2026LARW37-34
Oct 4, 2026NEL26-29
Sep 27, 2026LACW24-16
Sep 17, 2026DETW41-31

MIA (1-5) — 70 days rest

Last 5: 1-4 (1 straight win)

Oct 25, 2026NYJW28-25
Oct 11, 2026CINL24-31
Oct 4, 2026MINL10-15
Sep 27, 2026KCL10-24
Sep 20, 2026SFL13-35

Head-to-head contextual research MIA 1 - BUF 3

Coverage: 2024-2026 regular+postseason schedules (ESPN)

DateScoreWinner
Sep 12, 2024MIA 10 - BUF 31BUF
Nov 3, 2024BUF 30 - MIA 27BUF
Sep 18, 2025BUF 31 - MIA 21BUF
Nov 9, 2025MIA 30 - BUF 13MIA

Injuries contextual research

Report published 2026-10-30 — availability for this game unknown. The latest available report, kept as dated context. Week numbers could not be determined; it may not reflect this game's week.

BUF

Dalton KincaidQuestionableKincaid (chest) was a limited participant in Thursday's practice.
DJ MooreQuestionableMoore (shoulder) was a limited participant in Thursday's practice.
Joe AndreessenQuestionablequestionable
Ray DavisQuestionableDavis didn't participate in Thursday's practice due to an illness, Matt Parrino of The Syracuse Post-Standard reports.
Tyrell ShaversOutThe Bills designated Shavers (knee) to return from the reserve/PUP list Wednesday, but he will not play against the Ravens on Sunday, Cameron Wolfe of NFL Network reports.
TJ ParkerQuestionablequestionable
Bradley ChubbQuestionablequestionable
Dee AlfordQuestionablequestionable
Spencer BrownQuestionablequestionable
Show all 25 (16 more)
C.J. Gardner-JohnsonSuspensionreserve-sus
Ed OliverActiveOliver (knee) was a full participant at the Bills' practice Thursday.
T.J. SandersActive
Sam Franklin Jr.ActiveThe NFL reduced Franklin's discipline from a one-game suspension to a fine of $14,926, Adam Schefter of ESPN reports.
Dorian WilliamsActiveWilliams logged five tackles (three solo) and one pass defensed for an interception in the Bills' 33-30 win over the Raiders on Sunday.
Davison IgbinosunActiveDefensive coordinator Jim Leonhard praised Igbinosun's play earlier this week and plans to keep giving the rookie a good amount of playing time, Alec White of the Bills' official site reports. Said Leonard, "I think what he's done the last couple weeks, he's definitely earned a high majority of the snaps at the corner position. I know what I'm getting, play in and play out."
Dawson KnoxActiveKnox caught his only target for no gain during Sunday's 33-30 win at Las Vegas.
Tyler BassActiveBass converted all four of his field-goal attempts and all three of his extra-point tries during Buffalo's win over the Raiders on Sunday.
Ty JohnsonActiveJohnson logged a three-yard carry and caught both of his targets for 24 yards during the Bills' 33-30 win over the Raiders on Sunday.
Joshua PalmerActivePalmer caught one of two targets for 37 yards during Buffalo's 33-30 win over Las Vegas on Sunday.
Mike DannaActive
Jude BowryActive
Ar'maj Reed-AdamsActive
Keon ColemanActiveColeman brought in four of six targets for 59 yards and a touchdown in the Bills' 33-30 win over the Raiders on Sunday.
Khalil ShakirActiveShakir brought in four of six targets for 34 yards and a touchdown in the Bills' 33-30 win over the Raiders on Sunday.
Josh AllenActiveAllen completed 23 of 33 passes for 255 yards with two touchdowns and no interceptions and rushed five times for one yard in the Bills' 33-30 win over the Raiders on Sunday.

MIA

Jared WayneQuestionableWayne (knee) was a limited practice participant Thursday, David Furones of the South Florida Sun Sentinel reports.
Will KacmarekQuestionableKacmarek (hamstring) practiced in a limited capacity Thursday, David Furones of the South Florida Sun Sentinel reports.
JuJu BrentsQuestionableBrents (neck/concussion) was a limited practice participant Thursday, David Furones of the South Florida Sun Sentinel reports.
Greg DulcichQuestionableDulcich (ankle) remained limited at practice Thursday, David Furones of the South Florida Sun Sentinel reports.
Malik WashingtonQuestionableWashington (knee) was a limited participant in Thursday's practice, David Furones of the South Florida Sun Sentinel reports.
Kadyn ProctorQuestionableProctor sustained a concussion during Sunday's game against the Jets, Alain Poupart of SI.com reports.
Michael TaaffeQuestionablequestionable
Dante Trader Jr.Questionablequestionable
Tucker AddingtonQuestionablequestionable
Reese TaylorQuestionablequestionable
Show all 25 (15 more)
Robert Beal Jr.ActiveBeal (hamstring) was a full participant in Wednesday's practice, Marcel Louis-Jacques of ESPN.com reports.
Willie Gay Jr.ActiveGay (illness) was a full participant in Wednesday's practice, Marcel Louis-Jacques of ESPN.com reports.
Jaylen WrightActiveWright (quadriceps/foot) was a full participant in Wednesday's practice, Marcel Louis-Jacques of ESPN.com reports.
Jacob RodriguezActiveRodriguez tallied four tackles (one solo) during Miami's win over the Jets on Sunday.
Jordyn BrooksActiveBrooks posted nine tackles (five solo) during the Dolphins' win Sunday over the Jets.
Kevin Coleman Jr.ActiveColeman did not catch his only target in the Dolphins' 28-25 win over the Jets on Sunday.
Chris BellActiveBell caught three of his four targets for 25 yards in the Dolphins' 28-25 win over the Jets on Sunday.
Kaytron AllenActiveAllen logged six snaps on special teams and didn't show up on the box score otherwise during Sunday's 28-25 win over the Jets.
Zane GonzalezActiveGonzalez reverted to the Dolphins' practice squad Monday, per the NFL's transaction log.
Chukwuebuka GodrickActive
Marcellas Dial Jr.Active
Jalen TolbertActive
Caleb DouglasActiveDouglas (ankle) caught two of three targets for 70 yards and two touchdowns in Sunday's 28-25 win over the Jets.
Malik WillisActiveWillis completed 14 of 21 passes for 208 yards and two touchdowns while rushing six times for 39 yards and a touchdown in Sunday's 28-25 win over the Jets.
Ollie Gordon IIActiveGordon rushed 25 times for 103 yards and a touchdown while catching one of three targets for no gain in Sunday's 28-25 win over the Jets.

Labels: Out = confirmed unavailable; Doubtful = projected unavailable; Questionable = projected uncertain.

Weather & travel contextual research

70.0°F, wind 3.1 mph, precip — mm (next 1h),
Forecast for Sun, Nov 8 at 7:00 PM ET (updated Oct 30). Weather data: MET Norway (api.met.no), CC BY 4.0 / NLOD 2.0

Travel (BUF): ~1,165 miles, no time-zone change

Research only — not betting advice. All probabilities are uncertain forecasts from a simple model, never guarantees or 'locks'. GameScope places no wagers.
Scores/records/injuries: ESPN unofficial API (live). Weather: MET Norway.