Bolton 1-0 Cheltenham – Result & Analysis
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Poisson rates Bolton at 55% — the H2H record provides partial corroboration, though signals are mixed in this Bolton vs Cheltenham encounter.
✍️ Match Preview
Full Analysis
Toughsheet Community Stadium plays host to Bolton versus Cheltenham in League One, Regular Season - 28. Kick-off: Tuesday 23 January 2024 at 19:45 UTC.
Form
Bolton (all games): 6W 1D 3L across 10 League One fixtures this term — 1.90 PPG. Last five: W W W W L. Offensively they are averaging 1.60 goals per game, with 0.70 conceded. Defensively, conceding just 0.70 per game is an exceptional defensive record — one of the tightest in the division. 6 clean sheets from 10 games (60%) is a standout defensive return — they are keeping their net clean in more than half their matches. Both teams have scored in only 20% of their games — a low BTTS rate that suggests clean sheets are a regular occurrence. This season is still relatively young for Bolton, so this record blends games from this season and last.
At home at Toughsheet Community Stadium, Bolton have gone 7W 1D 2L this season (10 games, 2.20 PPG). They are averaging 2.20 goals per home game — a prolific scoring rate in front of their own fans. Both teams have scored in 70% of their home games — an outstanding BTTS rate that is a key data point for this fixture.
Cheltenham's overall League One record this term: 4W 3D 3L from 10 games (1.50 PPG). Last five: W W D L W. Their scoring rate of 1.30 per game is modest, conceding 1.00 — not a side to back heavily on the Over 2.5 from their form alone. 3 clean sheets from 10 outings suggests some defensive organisation. Both teams have scored in 60% of their games — a noteworthy BTTS rate that supports the Yes market. This season is still relatively young for Cheltenham, so this record blends games from this season and last.
When travelling in League One this season, Cheltenham have posted 2W 2D 6L from 10 away outings — 0.80 PPG. Away from home they average 0.70 goals scored and 1.40 conceded per game. Their away PPG of 0.80 is notably below their overall 1.50 — form away from home has been a clear weakness this season.
A near-identical PPG reading — 1.90 for Bolton, 1.50 for Cheltenham — means the form record is uninstructive on result selection. The goals and market sections will carry greater evidential weight.
Head-to-Head
Neither side has dominated this fixture. The last 5 head-to-head meetings have produced 3 wins for Bolton, 1 for Cheltenham and 1 draws — an even split that leaves the H2H largely neutral as a betting input.
The 5 previous meetings have averaged 2.4 goals per game — a neutral rate that provides no strong lean on the goals market from the H2H alone. The most recent clash, on 12 Aug 2023, ended 3–0 with Bolton winning.
The head-to-head offers no strong directional steer in either the result or goals markets. Form, the predictive model and current market pricing should carry more weight than the historical record for this fixture.
Trading Data
Bolton goal-timing and half-time pattern breakdown (71 games, 35 at home): they score before half-time in 69% of fixtures in home games; when goalless at HT, a second-half goal follows 68% of the time; BTTS occurs in 43% of their matches (home games); Over 2.5 goals lands in 46% of games (home games); they keep a clean sheet 45% of the time.
Cheltenham goal-timing and half-time pattern breakdown (71 games, 35 at away): they score before half-time in 63% of fixtures in away games; when goalless at HT, a second-half goal follows 75% of the time; BTTS occurs in 31% of their matches (away games); Over 2.5 goals lands in 43% of games (away games); they fail to score in 44% of games.
BTTS rates are mixed from the trading data — Bolton 39% versus Cheltenham 37%; no strong lean in either direction. The over/under 2.5 picture is inconclusive from the in-play data (Bolton 39% | Cheltenham 42%).
Poisson Model
The Poisson distribution model projects Bolton 1.68 xG and Cheltenham 0.92 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 1.279 / defence 1.046 | Cheltenham attack 0.776 / defence 0.966. League average goals — home 1.357 / away 1.135. Bolton carry an above-average attack strength of 1.279 — their λ of 1.68 reflects genuine attacking quality above the league norm. Data: 71 Bolton games / 71 Cheltenham games used (CurrentSeason).
Result probabilities: Bolton 55% | Draw 25% | Cheltenham 20%. Fair-value odds: Bolton 1.82 | Draw 4.00 | Cheltenham 5.00. The model has a clear lean to Bolton (55%) — a 35pp gap over the next-most-likely outcome reflects a meaningful statistical advantage.
Goals markets: Over 2.5 probability 48% | BTTS probability 49% | Total xG 2.60. Over/Under 2.5 is close to a coin-flip at 48%/52% — the total xG of 2.60 sits near the 2.5 margin; this is a low-edge market from a Poisson standpoint. BTTS probability of 49% is moderate — neither team is projected to score with enough certainty to make Yes a clear standalone call.
Verdict
The Poisson model's primary lean is Bolton at 55% — clear model lean. Draw No Bet is worth pricing alongside the outright: 25% draw probability makes the stalemate a live outcome even at this conviction level.
On the goals line, Poisson's 2.60 combined xG gives a 48% probability to Under 2.5 — Poisson-only — limited corroboration.
The Poisson model's BTTS call is No at 49%. Form rates are neutral: Bolton 70% | Cheltenham 40%.
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💡 Key Insights
🏟️ Match Context
• Fixture: Bolton vs Cheltenham | Competition: League One, Regular Season - 28 | Venue: Toughsheet Community Stadium • Kick-off: Tuesday 23 Jan 2024, 19:45 UTC • Data inputs: H2H history, form splits, prediction model signals, and market pricing
📊 Statistical Prediction
• Poisson result probabilities: Bolton 55% | Draw 25% | Cheltenham 20% • Poisson goal markets: Over 2.5 48% | BTTS 49% | xG Bolton 1.68 / Cheltenham 0.92 • Poisson strength factors: Bolton attack 1.279 / def 1.046 | Cheltenham attack 0.776 / def 0.966 | league avg home 1.357 / away 1.135 • Poisson stance: Bolton (55%) — strong lean
🧮 Prediction Model
1.68
Bolton xG
Expected Goals
0.92
Cheltenham xG
49%
BTTS
74%
Over 1.5
48%
Over 2.5
26%
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 Cheltenham kick off?
Bolton vs Cheltenham kicked off at 19:45 on Tuesday 23 January 2024 at Toughsheet Community Stadium.
What was the final score in Bolton vs Cheltenham?
Bolton 1 - 0 Cheltenham.
Where is Bolton vs Cheltenham being played?
The match is being played at Toughsheet Community Stadium.
What competition is Bolton vs Cheltenham part of?
Bolton vs Cheltenham is a Regular Season - 28 fixture in the League One (England).
Who is favourite to win Bolton vs Cheltenham?
Our statistical model gives Bolton a 55% chance of winning, Cheltenham a 20% chance, and a 25% chance of a draw — making Bolton the favourite.
Will both teams score in Bolton vs Cheltenham?
Our model estimates a 49% probability that both Bolton and Cheltenham will score (BTTS).
Will Bolton vs Cheltenham have over 2.5 goals?
Our model puts the probability of over 2.5 goals in this match at 48%.
What is the head-to-head record between Bolton and Cheltenham?
Record (5 meetings): Bolton 3W | Draws 1 | Cheltenham 1W.
What form are Bolton and Cheltenham in?
Bolton (all comps): 6W-1D-3L in 10 | 1.90 PPG | GF 1.60 / GA 0.70 | L5 W-W-W-W-L. Cheltenham (all comps): 4W-3D-3L in 10 | 1.50 PPG | GF 1.30 / GA 1.00 | L5 W-W-D-L-W.
🧮 Model Insight
Where the Numbers Come From
Bolton's attacking strength (1.28x league average) is weighed against Cheltenham's defensive record (0.97x) to produce a home expected-goals figure of 1.68. Flip it around — Cheltenham's attack (0.78x) against Bolton's defence (1.05x) — and the away total comes out at 0.92.
These ratings are built from 71/71 games of current-season data — a full enough sample to trust.
Most Likely Scorelines
The model's single most probable exact score is 1-1, at 13.0%. Close behind: 1-0 (11.0%), 2-0 (10.5%). Those top three scorelines alone account for 34% of the model's total probability mass — a relatively concentrated, predictable distribution for this fixture.
Most Likely Outcome
Bolton Win
55%
1.83
25%
3.96
20%
4.98
Top 3 Most Likely Scorelines
1 – 0
12.5%
Home win
Most likely
1 – 1
11.5%
Draw
2 – 0
10.5%
Home win
Expected Goals & Win Odds
1.68
Bolton xG
Total xG
2.60
0.92
Cheltenham xG
1.83
55%
Home win
3.96
25%
Draw
4.98
20%
Away win
Goals Markets
73%
Over 1.5
1.37
27%
Under 1.5
3.70
48%
Over 2.5
2.08
52%
Under 2.5
1.92
26%
Over 3.5
3.85
74%
Under 3.5
1.35
12%
Over 4.5
8.33
88%
Under 4.5
1.14
Match Markets
Both Teams to Score
49%
BTTS Yes
2.02
51%
BTTS No
1.98
Clean Sheet
40%
2.51
19%
5.35
Win to Nil
22%
4.59
4%
26.64
Score Probability Matrix (%)
| H \ A | 0 | 1 | 2 | 3 | 4 | 5 |
|---|---|---|---|---|---|---|
| 0 | 7.4 | 6.9 | 3.2 | 1.0 | 0.2 | – |
| 1 | 12.5 | 11.5 | 5.3 | 1.6 | 0.4 | 0.1 |
| 2 | 10.5 | 9.6 | 4.4 | 1.4 | 0.3 | 0.1 |
| 3 | 5.9 | 5.4 | 2.5 | 0.8 | 0.2 | – |
| 4 | 2.5 | 2.3 | 1.0 | 0.3 | 0.1 | – |
| 5 | 0.8 | 0.8 | 0.3 | 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 Bolton vs Cheltenham?
Our Poisson model rates 1-1 as the single most likely exact scoreline, at 13.0%.
How many goals are Bolton and Cheltenham expected to score?
The model projects 1.68 expected goals for Bolton and 0.92 for Cheltenham, a combined total of 2.60.
How confident is the prediction model for Bolton vs Cheltenham?
Reasonably confident — the model's leading outcome is rated at 55%, a clear lean rather than a toss-up.
📈 Form Insight
Recent Form Overview
Bolton come into this having played 71 games, going 38W 15D 18L for 1.82 points per game. Their last five reads W-W-W-W-L. The sample for Bolton is still a mix of this season and last, given how young the current campaign is.
On the other side, Cheltenham sit at 1.08 PPG from 71 outings (20W 17D 34L), a run that reads W-W-D-L-W across their last five. The sample for Cheltenham is still a mix of this season and last, given how young the current campaign is.
Bolton carry the stronger recent form of the two, 0.74 PPG clear of Cheltenham — worth weighing alongside whatever the head-to-head and market data say.
How They Fare by Venue
Bolton's home form reads 21W 7D 7L across 35 games on their own ground, a 2.00 PPG return.
Away from home, Cheltenham have taken 0.86 points per game from 35 outings (8W 6D 21L).
Comparing the two in their relevant venue splits, Bolton come out ahead — a more targeted read than the overall PPG figures above, since it strips out games played in the opposite context.
Attack vs Defence
Bolton are averaging 1.46 goals scored and 0.87 conceded per game recently; Cheltenham are on 0.90 scored and 1.34 conceded.
Defensively: Bolton have kept a clean sheet in 45% of their games — worth knowing if you're weighing up clean-sheet or BTTS-No markets.
Last 71 Results — League One
Current season: same league only · Previous season: all leagues (covers promoted/relegated teams)
Bolton
Blended
Cheltenham
Blended
❓ Frequently Asked Questions
What form are Bolton and Cheltenham in coming into this match?
Bolton have gone 38W 15D 18L in their last 71 games (1.82 PPG), while Cheltenham have gone 20W 17D 34L in their last 71 (1.08 PPG).
Which team has the better venue record — Bolton at home or Cheltenham away?
Bolton's home record (2.00 PPG) is the stronger of the two venue-specific splits — Bolton at home: 2.00 PPG; Cheltenham away: 0.86 PPG.
Have Bolton or Cheltenham been keeping clean sheets recently?
Bolton have kept a clean sheet in 45% of their recent games, Cheltenham in 30%.
⚔️ Rivalry Insight
The Rivalry So Far
These sides have met 6 times that we have on record, stretching back to November 2021 — a rivalry that has played out across roughly 2 years. Every recorded meeting has come in League One. It has been a while since the last meeting — 23 January 2024, some 2 years back — so squads and form on both sides may look very different now.
Notable Numbers
Bolton go into this on the back of 3 straight wins in the series — the current momentum sits squarely with them.
For context on how one-sided this fixture can get: Bolton won 0-3 on 12 Aug 2023, the biggest margin either side has managed in the series.
Specifically as hosts in this fixture, Bolton have gone 2W 1D 0L from 3 meetings on their own ground against Cheltenham — worth weighing alongside the overall series record.
Last 6 Meetings
4
Bolton
1
Draws
1
Cheltenham
Recent Meetings
❓ Frequently Asked Questions
What is the head-to-head record between Bolton and Cheltenham?
From 6 meetings on record, Bolton have won 4, Cheltenham have won 1, and 1 have been drawn.
When did Bolton and Cheltenham last play each other?
They last met on 23 January 2024, when Bolton 1-0 Cheltenham.
Who has won more matches between Bolton and Cheltenham?
Bolton have the better head-to-head record, with 4 wins from 6 meetings.
📈 Trading Insight
Early Goal Trends
Bolton are typically involved in an early goal — the half-time board shows at least one in 69% of their matches. They've gone in front at half-time 37% of the time.
Cheltenham are typically involved in an early goal — the half-time board shows at least one in 63% of their matches.
Full-Time Markets
BTTS sits in mixed territory for this pairing — Bolton 43%, Cheltenham 31% — no strong lean either way from the trading data alone.
Over 2.5 has been close to a coin-flip for both sides — 46% (Bolton) and 43% (Cheltenham).
On the defensive side: Bolton keep a clean sheet in 46% of their matches; Cheltenham in 51%.
Current season: same league only. Previous season: all leagues (covers promoted/relegated teams). All = any venue | Venue = Bolton home games / Cheltenham away games. HT metrics require half-time score data — shown as — where unavailable.
❓ Frequently Asked Questions
Do both teams usually score when Bolton play Cheltenham?
Not especially — both teams scoring has occurred in only 43% of Bolton's recent matches and 31% of Cheltenham's, a rate that leans toward BTTS No.
Is Bolton vs Cheltenham usually a high-scoring fixture?
Not particularly — Over 2.5 goals has come in for only 46% of Bolton's recent games and 43% of Cheltenham's, pointing to a tighter contest.
Do Bolton and Cheltenham tend to score early?
Bolton have had a goal before half-time in 69% of their recent matches, Cheltenham in 63% — a useful reference point for first-half goal markets.
Prediction vindicated as Bolton edge out Cheltenham 1-0.
📝 Match Report
How It Unfolded
Bolton beat Cheltenham 1-0 at Toughsheet Community Stadium, Regular Season - 28, 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 Bolton 1.68 xG and Cheltenham 0.92 xG, a combined 2.60. The scoreboard read 1-0 for 1 actual goal. Cheltenham landed 0.9 under their projected return. Those figures were built on strength ratings of Bolton attack 1.28 / defence 1.05 against Cheltenham attack 0.78 / defence 0.97, drawn from 71/71 games (CurrentSeason).
On the result, the model split it Bolton 55% | Draw 25% | Cheltenham 20%, with Bolton to win its most likely call at 55%. The result followed the model's preferred path, landing its top-rated outcome.
Goals & Markets
The model rated Over 2.5 goals at 48%. The game delivered 1, so it stayed under — in line with the projection. Over 1.5 had been 74% and missed. On both teams to score, the model sat at 49% and the match did not — another call in the model's favour. Historically the two sides average 41% Over 2.5 across their same-competition games (Bolton 39%, Cheltenham 42%), a base rate that agreed with today's under. Their combined BTTS history runs at 38%, which matched the one-sided outcome.
Trading Patterns vs Reality
Bolton's trading profile (71 games, 35 home) set some clear expectations: BTTS lands in 39% of their matches — today it did not; they keep a clean sheet 45% of the time, and duly kept one.
Cheltenham's trading profile (71 games, 35 away) set some clear expectations: BTTS lands in 37% of their matches — today it did not; they fail to score in 44% of games, a blank that repeated today.
Form vs Result
On form, Bolton arrived the stronger side — 1.82 PPG against 1.08. Form held, and they took the win. Bolton (home/away splits) conceded 0 against a 0.89 average — tighter than their form line.
Verdict
Grading the result against the stored data, 4 of 4 pre-match signals came in: result (hit), Over 2.5 (hit), BTTS (hit), form (hit). A strong night for the model: the result sat comfortably inside what the pre-match data projected.
💡 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.