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Regular season · week 1 · Thursday, Sep 10, 8:35 PM ET · started

San Francisco 49ersatLos Angeles RamsEXPERIMENTAL

Melbourne Cricket Ground

San Francisco 49ersLos Angeles RamsSaved on this device
Research matchup

Archived pregame read · published before kickoff. Everything below is the forecast revision the graded record names, read from its committed file and not regenerated. The final was SF 277 LAR, from the Week 1 record.

Simulation story

5 chapters · the forecast as it stood before the start
Loading the matchup modelReading the outcome distribution from 10,000 simulated gamesPreparing the score scenariosPress Play to step through what the model expects, chapter by chapter, or read the report below.

SF @ LAR

San Francisco 49ers at Los Angeles Rams, 2026-09-11. This game has been played — what follows is the forecast as it was frozen BEFORE kickoff, not a current read.

model nfl-regular-season-public-v110,000 simulated gamesproduced Sep 17, 10:17 AM ET
Simulation

What our model expects

10,000 simulated games · model nfl-regular-season-public-v1

Projected score

SF 23 — 28 LAR

the middle of our simulated outcomes, not a call on the exact final

Win chance

SF 39.4% · LAR 58.2%

how often each side won in 10,000 simulations · ties 2.4%

Total points (both teams)

51

8 in 10 simulations landed between 34 and 68

LAR winning margin

+5

a minus means SF wins by that much · 8 in 10 between -13 and 22

Model details

From the replay-validated Elo-logistic head, published exactly as evaluated on a held-out 2025 season — no shrink toward 50% is applied, and no claim to beat the market is made. Generated 2026-09-10T22:56:45Z under model nfl-regular-season-public-v1 and frozen pre-kickoff; every forecast is settled against the official result.

Projected scorecard

expected statistical summaries · not one simulated game
SF 23 28 LARwin chance SF 39.4% · LAR 58.2%total 51 (3468)margin +5

SF

Likely TD scorers

Christian McCaffrey 45.8%

George Kittle 23.2%

Jake Tonges 22.5%

Passing

Brock Purdy 165 pass yds (50296)

Rushing leaders

Christian McCaffrey 43 rush yds (1587)

Brock Purdy 10 rush yds (039)

New arrivals · not in these numbers

Per game at their previous club — history, not a projection.

Mike Evans 3.8 rec · 46 yds/g at TB

Deebo Samuel Sr. 4.2 rec · 42.8 yds/g at WSH

Christian Kirk 2.9 rec · 29.7 yds/g at HOU

Receiving leaders

Christian McCaffrey 4 rec · 35 yds

George Kittle 3 rec · 36 yds

Jake Tonges 2 rec · 19 yds

LAR

Likely TD scorers

Kyren Williams 45.3%

Puka Nacua 39.3%

Davante Adams 34.2%

Passing

Matthew Stafford 186 pass yds (66312) · available role uncertain

Rushing leaders

Kyren Williams 47 rush yds (1695)

Blake Corum 28 rush yds (669)

Receiving leaders

Puka Nacua 5 rec · 62 yds

Davante Adams 3 rec · 33 yds

Colby Parkinson 2 rec · 19 yds

pass interceptions · First/last/2+ touchdown — withheld, with the exact bar each failed
  • pass interceptions: RESEARCH_ONLY
  • First/last/2+ touchdown: DISABLED — no ordering model and no calibration receipt of their own; never derived from anytime probabilities
Range

How wide the outcomes are

the 10th to 90th percentile of each team's simulated score

TeamLow (10th)ProjectedHigh (90th)
San Francisco 49ers112336
Los Angeles Rams162840
Comparison

Us versus the sportsbooks

two independent reads, shown side by side

No current sportsbook capture covers this game.

Player projections · 22 modelled

The player board

Every modelled player, with his availability. Players listed out carry no volume projection.

Every receiving family for one player on one row, ranked by expected receptions.

PlayerTeamAvailabilityReceptions (10th–90th)Rec yards (10th–90th)TD chance
Puka NacuaLARprojected active5 (29)62 (19123)39.3%
Christian McCaffreySFprojected active4 (17)35 (781)45.8%
Davante AdamsLARprojected active3 (16)33 (581)34.2%
George KittleSFprojected active3 (17)36 (685)23.2%
Colby ParkinsonLARprojected active2 (05)19 (058)26.5%
Jake TongesSFprojected active2 (05)19 (057)22.5%
Ricky PearsallSFrole uncertain2 (05)26 (070)
Brandon AiyukSFrole uncertain2 (04)15 (053)
Kyren WilliamsLARprojected active1 (03)8 (038)45.3%
Terrance FergusonLARprojected active1 (03)6 (037)20.8%
Tyler HigbeeLARprojected active1 (03)11 (044)17.0%
Demarcus RobinsonSFprojected active1 (04)12 (047)15.5%
Davis AllenLARrole uncertain1 (03)6 (033)

New arrivals · not in the simulated numbers above

Per game at their previous team — history, not a projection.

PlayerTeamAvailabilityLast clubPer game (prior club)
Mike Evans WRSFactive uncertainTB · 8g3.8 rec · 46 yds
Deebo Samuel Sr. WRSFactive uncertainWSH · 17g4.2 rec · 42.8 yds · 5.5 rush yds
Christian Kirk WRSFoutHOU · 14g2.9 rec · 29.7 yds
Families not shown, and the exact bar each failed (2)
  • pass interceptions: RESEARCH_ONLY
  • First/last/2+ touchdown: DISABLED — no ordering model and no calibration receipt of their own; never derived from anytime probabilities

Scoring outlooktop 6 of 16 by TD chance · full list in the board’s TD tab

  • 45.8% Christian McCaffrey · SF
  • 45.3% Kyren Williams · LAR
  • 39.3% Puka Nacua · LAR
  • 34.2% Davante Adams · LAR
  • 26.5% Colby Parkinson · LAR
  • 23.2% George Kittle · SF

Anytime-scorer probability means scoring a touchdown — never throwing one. Void if the player does not play; questionable players carry their state above.

Reading key

What these numbers mean

Projected score
The middle outcome across every simulated game — not a prediction of the exact final.
Win chance
How often each side won across the simulations, after the calibration described above.
80% range
Eight in ten simulated games landed inside this band. Real games land outside it too.
pp (percentage points)
The plain difference between two percentages. A gap is a difference, not an advantage.
Experimental
Published while its out-of-sample record is still accumulating. Every forecast is frozen before kickoff and graded against the official result.
Provenance

Where this came from

model
nfl-regular-season-public-v1 v1
simulations
10,000
input hash
739be4ef72ef18e9
generated
2026-09-10T22:56:45Z
kickoff
2026-09-11T00:35Z
state
SETTLED
Player-family model provenance (3 published)
  • Receiving yards: props-v1 evaluation: n=3575, all promotion bars pass
  • Receptions: props-v1 evaluation: n=3575, all promotion bars pass
  • Anytime touchdown: anytime-td-v1 calibration: held-out 2025 n=3965, beats both baselines; DNP settles void, so probabilities condition on playing

Our win chances come from a team rating that weights how decisively teams win. Tested on 4,281 past games it had never seen (2006–2021), it scored 0.629 on log loss (lower is better) — better than our previous rating's 0.642 and a coin flip's 0.693, but short of the sportsbooks' own odds at 0.610. It has NOT been shown to beat the sportsbook market. Where our win and margin ratings disagree on the favourite, the previous rating is used for that game. The 2026 season evaluation still runs under bars frozen in August, so every forecast stays experimental.

Educational and paper-only — not betting advice.

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