GameScope NFL research

BAL at CIN uncertain forecast

Thu, Dec 31 at 8:15 PM ET · Paycor Stadium

Most likely outcome
CIN wins — 58.2%
BAL win
41.8%
CIN win
58.2%

Expected score: BAL 21.1 – CIN 25.1

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): BAL 2.39 · CIN 1.72

How this forecast is calculated

Team ratings (Elo): BAL 1493.9 vs CIN 1486.4. 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

BAL (4-3) — 67 days rest

Last 5: 3-2 (2 straight losses)

Oct 25, 2026CINL13-35
Oct 18, 2026CLEL10-13
Oct 11, 2026ATLW30-23
Oct 4, 2026TENW24-18
Sep 27, 2026DALW34-31

CIN (4-2) — 67 days rest

Last 5: 3-2 (2 straight wins)

Oct 25, 2026BALW35-13
Oct 11, 2026MIAW31-24
Oct 4, 2026JAXL17-22
Sep 27, 2026PITL27-30
Sep 20, 2026HOUW20-6

Head-to-head contextual research CIN 2 - BAL 3

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

DateScoreWinner
Oct 6, 2024CIN 38 - BAL 41BAL
Nov 7, 2024BAL 35 - CIN 34BAL
Nov 27, 2025BAL 14 - CIN 32CIN
Dec 14, 2025CIN 0 - BAL 24BAL
Oct 25, 2026BAL 13 - CIN 35CIN

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.

BAL

Olaivavega IoaneQuestionableIoane (knee) was a limited participant at the Ravens' practice Thursday.
T.J. TampaInjured ReserveTampa (knee) was a full participant at the Ravens' practice Thursday.
Roquan SmithQuestionableSmith (knee) was limited in Thursday's practice.
Kyle HamiltonQuestionableHamilton (knee) was limited in practice Thursday.
Lamar JacksonQuestionableJackson (ankle) was a full participant at Thursday's practice, Jeff Zrebiec of The Athletic reports.
Jaylinn HawkinsQuestionableHawkins (knee) was a non-participant in Thursday's practice.
Adam RandallInjured ReserveThe Ravens opened Randall's (neck) 21-day practice window Wednesday.
John SimpsonQuestionablequestionable
Tavius RobinsonInjured ReserveThe Ravens placed Robinson (pectoral) on injured reserve Saturday.
Show all 25 (16 more)
Broderick Washington Jr.ActiveWashington (ankle) logged a full practice Thursday.
Ronnie StanleyActiveStanley (toe) practiced in full Thursday.
John JenkinsActive
Josh CuevasActiveCuevas caught two of three targets for 35 yards during the Ravens' 35-13 loss to the Bengals on Sunday.
Ja'Kobi LaneActiveLane caught three of five targets for 25 yards during Sunday's 35-13 loss to the Bengals.
Justice HillActiveHill took three carries for seven yards and caught three of four targets for 26 yards during Sunday's 35-13 loss versus the Bengals.
Rashod BatemanActiveBateman caught two of four targets for 33 yards during Sunday's 35-13 loss to the Bengals.
Andrew VorheesActive
Elijah SarrattActive
Mark AndrewsActiveAndrews caught three of four targets for 23 yards in Sunday's 35-13 loss to the Bengals.
Tyler HuntleyActiveHuntley completed 23 of 34 passes for 298 yards with a touchdown and an interception while adding three rushes for 12 yards in the Ravens' 35-13 loss to the Bengals on Sunday.
Tyler LoopActiveLoop went 2-for-2 on field-goal tries and made his only PAT during Sunday's 35-13 loss to the Bengals.
Derrick HenryActiveHenry rushed 17 times for 45 yards and brought in one of two target for four yards in the Ravens' 35-13 loss to the Bengals on Sunday.
Zay FlowersActiveFlowers brought in eight of 11 targets for 137 yards and a touchdown in the Ravens' 35-13 loss to the Bengals on Sunday.
Cam JurgensActiveJurgens (concussion) does not have any injury designation ahead of Sunday's game against the Bengals.
Matt HibnerActiveHibner (hand) was a full participant at practice Thursday.

CIN

Andrei IosivasInjured ReserveIosivas (thumb) is making good progress in his rehab, Mike Petraglia of CLNSCincy.com reports.
Joe Giles-HarrisQuestionablequestionable
Jordan BattleQuestionablequestionable
Erick All Jr.Injured ReserveBengals head coach Zac Taylor confirmed Wednesday that All has been diagnosed with a torn ACL in his right knee and will require season-ending surgery, Jay Morrison of SI.com reports.
Kyle DuggerOutDugger (quadriceps) won't play in Sunday's game against the Titans, Paul Dehner Jr. of The Athletic reports.
Show all 25 (20 more)
Ja'Marr ChaseActiveChase (ankle) was a full participant in Thursday's practice, Mike Petraglia of CLNSCincy.com reports.
Barrett CarterActiveCarter recorded nine tackles (three solo) and a pass defense during Sunday's 35-13 win over the Ravens.
Boye MafeActiveMafe finished Sunday's 35-13 win over the Ravens with five tackles (three solo), including 1.5 sacks.
Bryan CookActiveCook recorded nine tackles (six solo), including 0.5 sacks, during the Bengals' 35-13 win over the Ravens on Sunday.
Demetrius Knight Jr.ActiveKnight totaled eight tackles (two solo) and an interception during the Bengals' win over the Ravens on Sunday.
Dohnte MeyersActiveMeyers failed to catch either of his two targets in Sunday's 35-13 win over the Ravens.
Cam GrandyActiveThe Bengals signed Grandy off the Vikings' practice squad Monday, Aaron Wilson of KPRC 2 Houston reports.
Connor LewActive
Landon RobinsonActive
Shemar StewartActive
Myles HintonActive
Russ YeastActive
Mike GesickiActiveGesicki caught his only target for a six-yard touchdown in Sunday's 35-13 win over the Ravens.
Samaje PerineActivePerine rushed four times for 16 yards and a touchdown in Sunday's 35-13 win over the Ravens.
Drew SampleActiveSample caught both of his targets for 24 yards and a touchdown in Sunday's 35-13 win over the Ravens.
Chase BrownActiveBrown rushed 11 times for 39 yards and brought in four of five targets for 19 yards in the Bengals' 35-13 win over the Ravens on Sunday.
Evan McPhersonActiveMcPherson did not attempt a field goal and made all five of his PATs in Sunday's 35-13 win over Baltimore.
Joe BurrowActiveBurrow completed 22 of 30 passes for 292 yards with four touchdowns and no interceptions while adding two rushes for 12 yards in the Bengals' 35-13 win over the Ravens on Sunday.
Tee HigginsActiveHiggins secured six of seven targets for 148 yards and a touchdown in the Bengals' 35-13 win over the Ravens on Sunday.
Colbie YoungActiveYoung (knee) was not listed on the Bengals' injury report Wednesday.

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

Weather & travel contextual research

46.8°F, wind 4.5 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 (BAL): ~423 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.