Lincoln 1-1 Rotherham – Result & Analysis
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Poisson model rates Lincoln at 35%, yet other data sources diverge — this Lincoln vs Rotherham fixture contains genuine analytical tension.
✍️ Match Preview
Full Analysis
LNER Stadium plays host to Lincoln versus Rotherham in League One, Regular Season - 6. Kick-off: Tuesday 14 September 2021 at 19:45 UTC.
Current Form
Lincoln's overall League One record this term: 2W 1D 3L from 6 games (1.17 PPG). Last five: W L L L W. Offensively they are averaging 1.50 goals per game, with 1.33 conceded. Both teams have scored in 67% of their games — a high BTTS rate that carries real weight in the goals markets. Lincoln have played only a handful of League One games so far this season, so this record also draws on matches from last season.
Rotherham have collected 1.50 PPG across 6 League One outings this season: 3W 0D 3L. Last five: L W L W L. Their scoring rate of 1.17 per game is modest, conceding 1.17 — not a side to back heavily on the Over 2.5 from their form alone. 3 clean sheets from 6 games (50%) is an exceptional defensive record — they are keeping clean sheets more often than not. Both teams have scored in only 17% of their fixtures — a very low rate that strongly backs BTTS No. Rotherham have played only a handful of League One games so far this season, so this record also draws on matches from last season.
Neither side holds a meaningful form edge. The 1.17 vs 1.50 PPG split is negligible — model and market signals should carry more analytical weight for this one.
Trading Data
Lincoln goal-timing and half-time pattern breakdown (6 games): they score before half-time in 83% of fixtures; BTTS occurs in 67% of their matches; Over 2.5 goals lands in 50% of games; they fail to score in 33% of games.
Rotherham goal-timing and half-time pattern breakdown (6 games): they score before half-time in 50% of fixtures; when goalless at HT, a second-half goal follows 100% of the time; they lead at the break 50% of the time; BTTS occurs in 17% of their matches; Over 2.5 goals lands in 17% of games; they keep a clean sheet 50% of the time; they fail to score in 33% of games.
BTTS rates are mixed from the trading data — Lincoln 67% versus Rotherham 17%; no strong lean in either direction. Under 2.5 goals has backing from the in-play data — both teams register low Over 2.5 rates (Lincoln 50% | Rotherham 17%).
Poisson Model
The Poisson distribution model projects Lincoln 0.90 xG and Rotherham 0.83 xG. These expected goals figures are the primary input: they feed a goal-probability matrix across all scoreline combinations to derive the result and market probabilities below. Underlying strength ratings: Lincoln attack 0.879 / defence 1.056 | Rotherham attack 0.728 / defence 0.974. League average goals — home 1.048 / away 1.076. Data: 6 Lincoln games / 6 Rotherham games used (CurrentSeason).
Result probabilities: Lincoln 35% | Draw 34% | Rotherham 31%. Fair-value odds: Lincoln 2.86 | Draw 2.94 | Rotherham 3.23. This is a low-confidence result — no outcome exceeds 45%. The draw at 34% is a primary outcome, not an afterthought.
Goals markets: Over 2.5 probability 25% | BTTS probability 33% | Total xG 1.73. Under 2.5 is the strongly backed market at 75% probability — total xG of 1.73 sits well below the 2.5 threshold. The model is projecting a tight, low-scoring match based on both sides' defensive quality. BTTS No has firm model support at 67% — Rotherham's lower xG of 0.83 creates a meaningful probability of a scoring blank, which suppresses the BTTS Yes probability to 33%.
Verdict
The Poisson model's primary lean is Lincoln at 35% — marginal model lean. Draw probability of 34% warrants consideration of Double Chance or Draw No Bet on Lincoln if the outright odds are short. The opposing side holds a 31% win probability per the model — this is not a banker and should be staked accordingly.
Poisson projects 1.73 total expected goals, pointing to Under 2.5 at 25% probability — Poisson-only — limited corroboration conviction.
On the BTTS market, Poisson puts 33% on No. Form rates corroborate: Lincoln 67% | Rotherham 17% BTTS from recent games.
The outsider holds a 31% win probability per the model — this is not a banker and should not be treated as one. Proportionate stakes are appropriate given the genuine contest the data projects.
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💡 Key Insights
🏟️ Match Context
• Fixture: Lincoln vs Rotherham | Competition: League One, Regular Season - 6 | Venue: LNER Stadium • Kick-off: Tuesday 14 Sep 2021, 19:45 UTC • Data inputs: H2H history, form splits, prediction model signals, and market pricing
📊 Statistical Prediction
• Poisson result probabilities: Lincoln 35% | Draw 34% | Rotherham 31% • Poisson goal markets: Over 2.5 25% | BTTS 33% | xG Lincoln 0.90 / Rotherham 0.83 • Poisson strength factors: Lincoln attack 0.879 / def 1.056 | Rotherham attack 0.728 / def 0.974 | league avg home 1.048 / away 1.076 • Poisson stance: Lincoln (35%) — low confidence — close contest
🧮 Prediction Model
0.90
Lincoln xG
Expected Goals
0.83
Rotherham xG
33%
BTTS
51%
Over 1.5
25%
Over 2.5
10%
Over 3.5
Full score-by-score matrix & model internals in the "Full Poisson Detail" section below ↓
⚠️ This analysis is generated algorithmically from statistical data and is intended for informational purposes only. It does not constitute betting advice. Please gamble responsibly.
❓ Frequently Asked Questions
What time does Lincoln vs Rotherham kick off?
Lincoln vs Rotherham kicked off at 19:45 on Tuesday 14 September 2021 at LNER Stadium.
What was the final score in Lincoln vs Rotherham?
Lincoln 1 - 1 Rotherham.
Where is Lincoln vs Rotherham being played?
The match is being played at LNER Stadium.
What competition is Lincoln vs Rotherham part of?
Lincoln vs Rotherham is a Regular Season - 6 fixture in the League One (England).
Who is favourite to win Lincoln vs Rotherham?
Our statistical model gives Lincoln a 35% chance of winning, Rotherham a 31% chance, and a 34% chance of a draw — making Lincoln the favourite.
Will both teams score in Lincoln vs Rotherham?
Our model estimates a 33% probability that both Lincoln and Rotherham will score (BTTS).
Will Lincoln vs Rotherham have over 2.5 goals?
Our model puts the probability of over 2.5 goals in this match at 25%.
What is the head-to-head record between Lincoln and Rotherham?
No recorded head-to-head meetings available in the dataset.
What form are Lincoln and Rotherham in?
Lincoln (all comps): 2W-1D-3L in 6 | 1.17 PPG | GF 1.50 / GA 1.33 | L5 W-L-L-L-W. Rotherham (all comps): 3W-0D-3L in 6 | 1.50 PPG | GF 1.17 / GA 1.17 | L5 L-W-L-W-L.
🧮 Model Insight
Where the Numbers Come From
Lincoln's attacking strength (0.88x league average) is weighed against Rotherham's defensive record (0.97x) to produce a home expected-goals figure of 0.90. Flip it around — Rotherham's attack (0.73x) against Lincoln's defence (1.06x) — and the away total comes out at 0.83.
These ratings are built from 6/6 games of current-season data — a full enough sample to trust.
Most Likely Scorelines
The model's single most probable exact score is 0-0, at 19.5%. Close behind: 1-1 (15.0%), 1-0 (14.3%). Those top three scorelines alone account for 49% of the model's total probability mass — a relatively concentrated, predictable distribution for this fixture.
Most Likely Outcome
Lincoln Win
35%
2.85
34%
2.97
31%
3.20
Top 3 Most Likely Scorelines
0 – 0
17.8%
Draw
Most likely
1 – 0
16.0%
Home win
0 – 1
14.8%
Away win
Expected Goals & Win Odds
0.90
Lincoln xG
Total xG
1.73
0.83
Rotherham xG
2.85
35%
Home win
2.97
34%
Draw
3.20
31%
Away win
Goals Markets
51%
Over 1.5
1.96
49%
Under 1.5
2.04
25%
Over 2.5
4.00
75%
Under 2.5
1.33
10%
Over 3.5
10.00
90%
Under 3.5
1.11
3%
Over 4.5
33.33
97%
Under 4.5
1.03
Match Markets
Both Teams to Score
33%
BTTS Yes
3.00
67%
BTTS No
1.50
Clean Sheet
44%
2.29
41%
2.45
Win to Nil
15%
6.53
13%
7.85
Score Probability Matrix (%)
| H \ A | 0 | 1 | 2 | 3 | 4 | 5 |
|---|---|---|---|---|---|---|
| 0 | 17.8 | 14.8 | 6.1 | 1.7 | 0.3 | 0.1 |
| 1 | 16.0 | 13.2 | 5.5 | 1.5 | 0.3 | 0.1 |
| 2 | 7.2 | 5.9 | 2.5 | 0.7 | 0.1 | – |
| 3 | 2.1 | 1.8 | 0.7 | 0.2 | – | – |
| 4 | 0.5 | 0.4 | 0.2 | – | – | – |
| 5 | 0.1 | 0.1 | – | – | – | – |
Green = home win · Grey = draw · Amber = away win · Outlined cell = most likely score
▶ Model Internals
❓ Frequently Asked Questions
What is the most likely scoreline for Lincoln vs Rotherham?
Our Poisson model rates 0-0 as the single most likely exact scoreline, at 19.5%.
How many goals are Lincoln and Rotherham expected to score?
The model projects 0.90 expected goals for Lincoln and 0.83 for Rotherham, a combined total of 1.73.
How confident is the prediction model for Lincoln vs Rotherham?
Not very — the model's leading outcome sits at just 35%, meaning this is rated as a genuinely open contest with no dominant favourite.
📈 Form Insight
Recent Form Overview
Across their last 6 outings, Lincoln have picked up 1.17 PPG on a 2W 1D 3L record — W-L-L-L-W across the most recent five. It's still early in the season for Lincoln, so this record blends in a handful of games from last season too.
Rotherham's form line: 3W 0D 3L from 6 games, 1.50 PPG, last five L-W-L-W-L. It's still early in the season for Rotherham, so this record blends in a handful of games from last season too.
There isn't much between them on recent form — 1.17 PPG for Lincoln against 1.50 for Rotherham. Neither side arrives with a clear form advantage.
Attack vs Defence
Lincoln are averaging 1.50 goals scored and 1.33 conceded per game recently; Rotherham are on 1.17 scored and 1.17 conceded.
On BTTS specifically: Lincoln have seen both teams score in 67% of their recent games; Rotherham in 17%.
Defensively: Rotherham in 50% — worth knowing if you're weighing up clean-sheet or BTTS-No markets.
Last 6 Results — League One
Current season: same league only · Previous season: all leagues (covers promoted/relegated teams)
Lincoln
Early Season
Rotherham
Early Season
❓ Frequently Asked Questions
What form are Lincoln and Rotherham in coming into this match?
Lincoln have gone 2W 1D 3L in their last 6 games (1.17 PPG), while Rotherham have gone 3W 0D 3L in their last 6 (1.50 PPG).
Have Lincoln or Rotherham been keeping clean sheets recently?
Lincoln have kept a clean sheet in 0% of their recent games, Rotherham in 50%.
⚔️ Rivalry Insight
The Rivalry So Far
These sides have met 6 times that we have on record, stretching back to September 2021 — a rivalry that has played out across roughly 4 years. Every recorded meeting has come in League One. They last met on 21 March 2026, roughly 4 months ago.
Notable Numbers
For context on how one-sided this fixture can get: Rotherham won 3-0 on 8 Nov 2025, the biggest margin either side has managed in the series.
Specifically as hosts in this fixture, Lincoln have gone 1W 1D 1L from 3 meetings on their own ground against Rotherham — worth weighing alongside the overall series record.
Last 6 Meetings
1
Lincoln
1
Draws
4
Rotherham
Recent Meetings
❓ Frequently Asked Questions
What is the head-to-head record between Lincoln and Rotherham?
From 6 meetings on record, Lincoln have won 1, Rotherham have won 4, and 1 have been drawn.
When did Lincoln and Rotherham last play each other?
They last met on 21 March 2026, when Lincoln 3-0 Rotherham.
Who has won more matches between Lincoln and Rotherham?
Rotherham have the better head-to-head record, with 4 wins from 6 meetings.
📈 Trading Insight
Early Goal Trends
Lincoln are typically involved in an early goal — the half-time board shows at least one in 83% of their matches. They've also shown some fight from behind, salvaging a draw or win after trailing at half-time in 17% of those situations.
Rotherham see a goal before the break in 50% of their matches. They've gone in front at half-time 50% of the time, though they've let that lead slip 17% of the time they've held it — worth watching if they're only ahead by one.
Full-Time Markets
BTTS sits in mixed territory for this pairing — Lincoln 67%, Rotherham 17% — no strong lean either way from the trading data alone.
Low-scoring games have been more typical here — Over 2.5 sits at just 50% for Lincoln and 17% for Rotherham.
On the defensive side: Rotherham in 50%; Lincoln have failed to score in 33% of games; Rotherham in 33%.
Current season: same league only. Previous season: all leagues (covers promoted/relegated teams). All = any venue | Venue = Lincoln home games / Rotherham away games. HT metrics require half-time score data — shown as — where unavailable.
❓ Frequently Asked Questions
Do both teams usually score when Lincoln play Rotherham?
Not especially — both teams scoring has occurred in only 67% of Lincoln's recent matches and 17% of Rotherham's, a rate that leans toward BTTS No.
Is Lincoln vs Rotherham usually a high-scoring fixture?
Not particularly — Over 2.5 goals has come in for only 50% of Lincoln's recent games and 17% of Rotherham's, pointing to a tighter contest.
Do Lincoln and Rotherham tend to score early?
Lincoln have had a goal before half-time in 83% of their recent matches, Rotherham in 50% — a useful reference point for first-half goal markets.
Lincoln and Rotherham share the spoils in a 1-1 draw.
📝 Match Report
How It Unfolded
The points were shared at LNER Stadium, Regular Season - 6, as Lincoln and Rotherham drew 1-1 in the League One. The remainder of the report sets that outcome against the pre-match model, the markets and the teams' data profiles.
The Model vs The Result
The Poisson model went into this projecting Lincoln 0.90 xG and Rotherham 0.83 xG, a combined 1.73. The scoreboard read 1-1 for 2 actual goals. Both sides finished within a goal of their individual projections, so the scoreline sat close to the model's expected shape. Those figures were built on strength ratings of Lincoln attack 0.88 / defence 1.06 against Rotherham attack 0.73 / defence 0.97, drawn from 6/6 games (CurrentSeason).
On the result, the model split it Lincoln 35% | Draw 34% | Rotherham 31%, with Lincoln to win its most likely call at 35%. The actual draw had been the model's second-ranked read at 34%, so the result diverged from the top call without being a shock.
Goals & Markets
The model rated Over 2.5 goals at 25%. The game delivered 2, so it stayed under — in line with the projection. Over 1.5 had been 51% and landed. On both teams to score, the model sat at 33% and the match saw both sides score — a miss on BTTS. Historically the two sides average 33% Over 2.5 across their same-competition games (Lincoln 50%, Rotherham 17%), a base rate that agreed with today's under. Their combined BTTS history runs at 42%, which did not match the both-scored outcome.
Trading Patterns vs Reality
Lincoln's trading profile (6 games) set some clear expectations: BTTS lands in 67% of their matches — today it did.
Rotherham's trading profile (6 games) set some clear expectations: BTTS lands in 17% of their matches — today it did; they keep a clean sheet 50% of the time, and conceded here.
Form vs Result
The form lines were close — Lincoln 1.17 PPG, Rotherham 1.50 PPG — offering no strong steer, and the draw fit that even billing.
Verdict
Grading the result against the stored data, 1 of 3 pre-match signals came in: result (miss), Over 2.5 (hit), BTTS (miss). This one broke away from the data — most of the pre-match signals were overturned by how the ninety minutes actually played out.
💡 Key Insights
⚠️ This match report is generated algorithmically from the final score, our prediction model, and each team's historical form and trading data. Analysis is for informational purposes only.