Bolton 0-2 Rotherham – Result & Analysis
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Poisson model rates Bolton at 37%, yet other data sources diverge — this Bolton vs Rotherham fixture contains genuine analytical tension.
✍️ Match Preview
Analysis & Preview
A League One encounter, Regular Season - 8 sees Rotherham travel to University of Bolton Stadium to take on Bolton. The game is scheduled for Saturday 18 September 2021, 15:00 UTC.
Recent Form
Across all League One games this season, Bolton have gone 3W 3D 1L from 7 outings — a 1.71 PPG return. Last five: W W L D W. They are averaging 2.00 goals per game — a high-scoring output that makes them a genuine attacking threat in any fixture. 2 clean sheets from 7 outings provides some defensive foundation. Bolton have played only a handful of League One games so far this season, so this record also draws on matches from last season.
Bolton's home record at University of Bolton Stadium: 1W 2D 0L from 3 League One appearances (1.67 PPG). At home they are averaging 1.67 goals scored and 1.33 conceded per game. BTTS has landed in 67% of their home matches — a rate that supports the Yes angle in this fixture.
Looking at all fixtures this season, Rotherham stand at 3W 1D 3L from 7 League One matches — 1.43 PPG. Last five: W L W L D. Their scoring rate of 1.14 per game is modest, conceding 1.14 — not a side to back heavily on the Over 2.5 from their form alone. 3 clean sheets in 7 outings (43%) underlines their defensive solidity. Both teams have scored in just 29% of their games, reflecting a regular tendency to keep or record clean sheets. Rotherham have played only a handful of League One games so far this season, so this record also draws on matches from last season.
Rotherham's away record: 1W 1D 1L from 3 road trips in League One this season (1.33 PPG). Away from home they average 0.67 goals scored and 0.67 conceded per game.
The form comparison is too close to call — 1.71 PPG (Bolton) versus 1.43 (Rotherham). When the figures are this level, no pick can be reliably derived from recent results alone.
In-Play Data
Bolton trading profile (7 games, 3 at home): they score before half-time in 71% of fixtures; BTTS occurs in 57% of their matches; Over 2.5 goals lands in 57% of games; Over 3.5 in 43%.
Rotherham trading profile (7 games, 3 at away): they score before half-time in 57% of fixtures; when goalless at HT, a second-half goal follows 100% of the time; they lead at the break 57% of the time; when winning at HT they fail to see it out 29% of the time; BTTS occurs in 29% of their matches; Over 2.5 goals lands in 14% of games; they keep a clean sheet 43% of the time.
BTTS rates are mixed from the trading data — Bolton 57% versus Rotherham 29%; 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 (Bolton 57% | Rotherham 14%).
Poisson Model
The Poisson distribution model projects Bolton 1.06 xG and Rotherham 0.99 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: Bolton attack 1.019 / defence 1.221 | Rotherham attack 0.750 / defence 0.991. League average goals — home 1.048 / away 1.080. Data: 7 Bolton games / 7 Rotherham games used (CurrentSeason).
Result probabilities: Bolton 37% | Draw 30% | Rotherham 33%. Fair-value odds: Bolton 2.70 | Draw 3.33 | Rotherham 3.03. This is a low-confidence result — no outcome exceeds 45%. The draw at 30% is a primary outcome, not an afterthought.
Goals markets: Over 2.5 probability 34% | BTTS probability 41% | Total xG 2.05. Under 2.5 is the strongly backed market at 66% probability — total xG of 2.05 sits well below the 2.5 threshold. The model is projecting a tight, low-scoring match based on both sides' defensive quality. BTTS probability of 41% is moderate — neither team is projected to score with enough certainty to make Yes a clear standalone call.
Summary & Verdict
The Poisson model's primary lean is Bolton at 37% — marginal model lean. With a 30% draw probability, Draw No Bet on Bolton offers a more defensible entry point than the straight win. The opposing side holds a 33% win probability per the model — this is not a banker and should be staked accordingly.
The Poisson model projects 2.05 xG in total — Under 2.5 at 34% — reasonable confidence, supported by form averaging 2.2 goals per game.
On the BTTS market, Poisson puts 41% on No. Form rates are neutral: Bolton 67% | Rotherham 33%.
The outsider holds a 33% 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: Bolton vs Rotherham | Competition: League One, Regular Season - 8 | Venue: University of Bolton Stadium • Kick-off: Saturday 18 Sep 2021, 15:00 UTC • Data inputs: H2H history, form splits, prediction model signals, and market pricing
📊 Statistical Prediction
• Poisson result probabilities: Bolton 37% | Draw 30% | Rotherham 33% • Poisson goal markets: Over 2.5 34% | BTTS 41% | xG Bolton 1.06 / Rotherham 0.99 • Poisson strength factors: Bolton attack 1.019 / def 1.221 | Rotherham attack 0.750 / def 0.991 | league avg home 1.048 / away 1.080 • Poisson stance: Bolton (37%) — low confidence — close contest
🧮 Prediction Model
1.06
Bolton xG
Expected Goals
0.99
Rotherham xG
41%
BTTS
61%
Over 1.5
34%
Over 2.5
15%
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 Bolton vs Rotherham kick off?
Bolton vs Rotherham kicked off at 15:00 on Saturday 18 September 2021 at University of Bolton Stadium.
What was the final score in Bolton vs Rotherham?
Bolton 0 - 2 Rotherham.
Where is Bolton vs Rotherham being played?
The match is being played at University of Bolton Stadium.
What competition is Bolton vs Rotherham part of?
Bolton vs Rotherham is a Regular Season - 8 fixture in the League One (England).
Who is favourite to win Bolton vs Rotherham?
Our statistical model gives Bolton a 37% chance of winning, Rotherham a 33% chance, and a 30% chance of a draw — making Bolton the favourite.
Will both teams score in Bolton vs Rotherham?
Our model estimates a 41% probability that both Bolton and Rotherham will score (BTTS).
Will Bolton vs Rotherham have over 2.5 goals?
Our model puts the probability of over 2.5 goals in this match at 34%.
What is the head-to-head record between Bolton and Rotherham?
No recorded head-to-head meetings available in the dataset.
What form are Bolton and Rotherham in?
Bolton (all comps): 3W-3D-1L in 7 | 1.71 PPG | GF 2.00 / GA 1.43 | L5 W-W-L-D-W. Rotherham (all comps): 3W-1D-3L in 7 | 1.43 PPG | GF 1.14 / GA 1.14 | L5 W-L-W-L-D.
🧮 Model Insight
Model Mechanics
The model rates Bolton's attack at 1.02x the league average against Rotherham's defence at 0.99x — combine the two and it projects 1.06 expected goals for the hosts. The same calculation in reverse, Rotherham's attack versus Bolton's defence, projects 0.99 expected goals for the visitors.
These ratings are built from 7/7 games of current-season data — a full enough sample to trust.
Scoreline Breakdown
Of every possible scoreline, 1-1 carries the highest individual probability at 15.3% — still a long way from a near-certainty, which says something about how open this one is on paper. Close behind: 0-0 (14.7%), 1-0 (11.9%). Those top three scorelines alone account for 42% of the model's total probability mass — a relatively concentrated, predictable distribution for this fixture.
Most Likely Outcome
Bolton Win
37%
2.73
30%
3.29
33%
3.03
Top 3 Most Likely Scorelines
1 – 0
13.7%
Home win
Most likely
1 – 1
13.5%
Draw
0 – 0
12.9%
Draw
Expected Goals & Win Odds
1.06
Bolton xG
Total xG
2.05
0.99
Rotherham xG
2.73
37%
Home win
3.29
30%
Draw
3.03
33%
Away win
Goals Markets
61%
Over 1.5
1.64
39%
Under 1.5
2.56
34%
Over 2.5
2.94
66%
Under 2.5
1.52
15%
Over 3.5
6.67
85%
Under 3.5
1.18
6%
Over 4.5
16.67
94%
Under 4.5
1.06
Match Markets
Both Teams to Score
41%
BTTS Yes
2.44
59%
BTTS No
1.69
Clean Sheet
37%
2.69
35%
2.88
Win to Nil
14%
7.35
11%
8.73
Score Probability Matrix (%)
| H \ A | 0 | 1 | 2 | 3 | 4 | 5 |
|---|---|---|---|---|---|---|
| 0 | 12.9 | 12.8 | 6.3 | 2.1 | 0.5 | 0.1 |
| 1 | 13.7 | 13.5 | 6.7 | 2.2 | 0.5 | 0.1 |
| 2 | 7.2 | 7.1 | 3.5 | 1.2 | 0.3 | 0.1 |
| 3 | 2.5 | 2.5 | 1.2 | 0.4 | 0.1 | – |
| 4 | 0.7 | 0.7 | 0.3 | 0.1 | – | – |
| 5 | 0.1 | 0.1 | 0.1 | – | – | – |
Green = home win · Grey = draw · Amber = away win · White ring = most likely score
▶ Model Internals
❓ Frequently Asked Questions
What is the most likely scoreline for Bolton vs Rotherham?
Our Poisson model rates 1-1 as the single most likely exact scoreline, at 15.3%.
How many goals are Bolton and Rotherham expected to score?
The model projects 1.06 expected goals for Bolton and 0.99 for Rotherham, a combined total of 2.05.
How confident is the prediction model for Bolton vs Rotherham?
Not very — the model's leading outcome sits at just 37%, meaning this is rated as a genuinely open contest with no dominant favourite.
📈 Form Insight
Where Both Sides Stand
Across their last 7 outings, Bolton have picked up 1.71 PPG on a 3W 3D 1L record — W-W-L-D-W across the most recent five. It's still early in the season for Bolton, so this record blends in a handful of games from last season too.
Rotherham's form line: 3W 1D 3L from 7 games, 1.43 PPG, last five W-L-W-L-D. It's still early in the season for Rotherham, so this record blends in a handful of games from last season too.
Form-wise this is close to level: Bolton on 1.71 PPG, Rotherham on 1.43. Other factors will likely decide this one more than recent results.
Home Ground vs the Road
On home soil, Bolton have posted 1.67 PPG from 3 outings (1W 2D 0L).
On the road, Rotherham have gone 1W 1D 1L from 3 away games — 1.33 PPG when travelling.
The Goals Picture
Bolton are averaging 2.00 goals scored and 1.43 conceded per game recently; Rotherham are on 1.14 scored and 1.14 conceded.
On BTTS specifically: Rotherham in 29%.
Defensively: Rotherham in 43% — worth knowing if you're weighing up clean-sheet or BTTS-No markets.
Last 7 Results — League One
Current season: same league only · Previous season: all leagues (covers promoted/relegated teams)
Bolton
Early Season
Rotherham
Early Season
❓ Frequently Asked Questions
What form are Bolton and Rotherham in coming into this match?
Bolton have gone 3W 3D 1L in their last 7 games (1.71 PPG), while Rotherham have gone 3W 1D 3L in their last 7 (1.43 PPG).
Which team has the better venue record — Bolton at home or Rotherham away?
Bolton's home record (1.67 PPG) is the stronger of the two venue-specific splits — Bolton at home: 1.67 PPG; Rotherham away: 1.33 PPG.
Have Bolton or Rotherham been keeping clean sheets recently?
Bolton have kept a clean sheet in 29% of their recent games, Rotherham in 43%.
⚔️ Rivalry Insight
A Look Back
The fixture history between Bolton and Rotherham runs to 6 recorded meetings, the earliest dating back to September 2021. Every recorded meeting has come in League One. They last met on 14 March 2026, roughly 4 months ago.
Digging Into the Numbers
Bolton's record when hosting Rotherham specifically: 1W 0D 2L from 3 games — a narrower, venue-specific slice of the head-to-head picture.
Last 6 Meetings
1
Bolton
1
Draws
4
Rotherham
Recent Meetings
❓ Frequently Asked Questions
What is the head-to-head record between Bolton and Rotherham?
From 6 meetings on record, Bolton have won 1, Rotherham have won 4, and 1 have been drawn.
When did Bolton and Rotherham last play each other?
They last met on 14 March 2026, when Rotherham 2-2 Bolton.
Who has won more matches between Bolton and Rotherham?
Rotherham have the better head-to-head record, with 4 wins from 6 meetings.
📈 Trading Insight
Half-Time Trends
Bolton are typically involved in an early goal — the half-time board shows at least one in 67% of their matches.
Rotherham see a goal before the break in 33% of their matches. They've gone in front at half-time 33% of the time, though they've let that lead slip 33% of the time they've held it — worth watching if they're only ahead by one.
The Numbers That Matter
BTTS sits in mixed territory for this pairing — Bolton 67%, Rotherham 33% — no strong lean either way from the trading data alone.
Low-scoring games have been more typical here — Over 2.5 sits at just 67% for Bolton and 0% for Rotherham.
On the defensive side: Bolton keep a clean sheet in 33% of their matches; Rotherham in 33%; Bolton 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 = Bolton 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 Bolton play Rotherham?
Not especially — both teams scoring has occurred in only 67% of Bolton's recent matches and 33% of Rotherham's, a rate that leans toward BTTS No.
Is Bolton vs Rotherham usually a high-scoring fixture?
Not particularly — Over 2.5 goals has come in for only 67% of Bolton's recent games and 0% of Rotherham's, pointing to a tighter contest.
Do Bolton and Rotherham tend to score early?
Bolton have had a goal before half-time in 67% of their recent matches, Rotherham in 33% — a useful reference point for first-half goal markets.
Rotherham cruise to a comfortable 0-2 victory over Bolton.
📝 Match Report
How It Unfolded
Rotherham beat Bolton 0-2 at University of Bolton Stadium, Regular Season - 8, in the League One. With the result on the board, the sections below measure it against everything the model and the numbers projected in advance.
The Model vs The Result
The Poisson model went into this projecting Bolton 1.06 xG and Rotherham 0.99 xG, a combined 2.05. The scoreboard read 0-2 for 2 actual goals. Bolton fell 1.1 short of their projected output. Rotherham outscored their 0.99 projection by 1.0. Those figures were built on strength ratings of Bolton attack 1.02 / defence 1.22 against Rotherham attack 0.75 / defence 0.99, drawn from 7/7 games (CurrentSeason).
On the result, the model split it Bolton 37% | Draw 30% | Rotherham 33%, with Bolton to win its most likely call at 37%. The actual Rotherham win had been the model's second-ranked read at 33%, so the result diverged from the top call without being a shock.
Goals & Markets
The model rated Over 2.5 goals at 34%. The game delivered 2, so it stayed under — a call the model got right. Over 1.5 had been 61% and landed. On both teams to score, the model sat at 41% and the match did not — another call in the model's favour. Historically the two sides average 36% Over 2.5 across their same-competition games (Bolton 57%, Rotherham 14%), a base rate that agreed with today's under. Their combined BTTS history runs at 43%, which matched the one-sided outcome.
Trading Patterns vs Reality
Bolton's trading profile (7 games, 3 home) set some clear expectations: BTTS lands in 57% of their matches — today it did not; they fail to score in 29% of games, a blank that repeated today.
Rotherham's trading profile (7 games, 3 away) set some clear expectations: BTTS lands in 29% of their matches — today it did not; they keep a clean sheet 43% of the time, and duly kept one.
Form vs Result
The form lines were close — Bolton 1.71 PPG, Rotherham 1.43 PPG — offering no strong steer, and the Rotherham win broke the near-deadlock. Bolton (home/away splits) managed 0 against a 1.67 scoring average — below par going forward. Rotherham (home/away splits) scored 2 against a 0.67 average — above their attacking norm.
Verdict
Grading the result against the stored data, 2 of 3 pre-match signals came in: result (miss), Over 2.5 (hit), BTTS (hit). The model got the gist right while missing on the margins.
💡 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.