Cheltenham 1-0 Bolton – Result & Analysis
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Poisson rates Bolton at 38% — current form provides partial corroboration, though signals are mixed in this Cheltenham vs Bolton encounter.
✍️ Match Preview
Full Analysis
Completely-Suzuki Stadium plays host to Cheltenham versus Bolton in League One, Regular Season - 8. Kick-off: Tuesday 4 October 2022 at 19:45 UTC.
Form
Cheltenham (all games): 3W 2D 5L across 10 League One fixtures this term — 1.10 PPG. Last five: L D W L W. They are averaging 1.00 goals per game and conceding 1.20 — a modest attacking output that tempers optimism on the Over 2.5 market. 3 clean sheets from 10 outings provides some defensive foundation. This season is still relatively young for Cheltenham, so this record blends games from this season and last.
Cheltenham's form when playing at home: 5W 1D 4L across 10 games at Completely-Suzuki Stadium this term (1.60 PPG). At home they are averaging 1.80 goals scored and 1.30 conceded per game. BTTS has landed in 60% of their home matches — a rate that supports the Yes angle in this fixture. Their home PPG of 1.60 is noticeably stronger than their overall 1.10 — Cheltenham are significantly better at Completely-Suzuki Stadium than their overall form suggests.
Bolton's overall League One record this term: 6W 2D 2L from 10 games (2.00 PPG). Last five: L W W W W. Their scoring rate of 1.30 per game is modest, conceding 0.60 — not a side to back heavily on the Over 2.5 from their form alone. Defensively, 0.60 goals conceded per game is elite-level — a side this difficult to score against is a real threat to Over 2.5 and BTTS Yes. 6 clean sheets from 10 games (60%) is an exceptional defensive record — they are keeping clean sheets more often than not. Both teams have scored in only 20% of their fixtures — a very low rate that strongly backs BTTS No. This season is still relatively young for Bolton, so this record blends games from this season and last.
On the road, Bolton have gone 5W 3D 2L from 10 away fixtures this term (1.80 PPG). Away from home they average 1.20 goals scored and 0.80 conceded per game. 4 clean sheets from 10 away games (40%) shows they are capable of shutting up shop on the road.
On a straight form reading, Bolton are the stronger side — 0.90 PPG clear of the hosts (2.00 vs 1.10). Backing them with draw insurance is the conservative play if the outright away price appears short.
Head-to-Head
Neither side has dominated this fixture. The last 2 head-to-head meetings have produced 0 wins for Cheltenham, 1 for Bolton and 1 draws — an even split that leaves the H2H largely neutral as a betting input.
These two sides have produced goals at a consistent rate historically, averaging 3.5 per game across 2 meetings. That scoring profile provides genuine support for the Over 2.5 angle. The most recent clash, on 23 Apr 2022, ended 1–2 with Bolton winning.
With the win record balanced, the strongest H2H-derived signal is in the goals market. At 3.5 goals per game historically, Over 2.5 is the cleaner angle to extract from the head-to-head data.
Trading Data
Cheltenham goal-timing and half-time pattern breakdown (56 games, 27 at home): they score before half-time in 74% of fixtures in home games; when goalless at HT, a second-half goal follows 75% of the time; BTTS occurs in 59% of their matches (home games); Over 2.5 goals lands in 56% of games (home games); Over 3.5 in 39%.
Bolton goal-timing and half-time pattern breakdown (56 games, 27 at away): they score before half-time in 63% of fixtures in away games; when goalless at HT, a second-half goal follows 88% of the time; BTTS occurs in 41% of their matches (away games); Over 2.5 goals lands in 41% of games (away games); they fail to score in 30% of games.
BTTS rates are mixed from the trading data — Cheltenham 61% versus Bolton 43%; no strong lean in either direction. The over/under 2.5 picture is inconclusive from the in-play data (Cheltenham 55% | Bolton 46%).
Poisson Model
The Poisson distribution model projects Cheltenham 1.14 xG and Bolton 1.21 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: Cheltenham attack 1.055 / defence 1.081 | Bolton attack 0.910 / defence 0.811. League average goals — home 1.336 / away 1.234. Data: 56 Cheltenham games / 56 Bolton games used (CurrentSeason).
Result probabilities: Cheltenham 34% | Draw 28% | Bolton 38%. Fair-value odds: Cheltenham 2.94 | Draw 3.57 | Bolton 2.63. This is a low-confidence result — no outcome exceeds 45%. The draw at 28% is a primary outcome, not an afterthought.
Goals markets: Over 2.5 probability 42% | BTTS probability 48% | Total xG 2.36. Under 2.5 has a narrow probability edge at 58% — total xG of 2.36 is below the line but not decisively so. BTTS probability of 48% 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 38% — marginal model lean. Current-season form corroborates the Poisson lean — partial multi-source support. Draw probability of 28% warrants consideration of Double Chance or Draw No Bet on Bolton if the outright odds are short. The opposing side holds a 34% win probability per the model — this is not a banker and should be staked accordingly.
On the goals line, Poisson's 2.36 combined xG gives a 42% probability to Under 2.5 — Poisson-only — limited corroboration.
The Poisson model's BTTS call is No at 48%. Form rates are neutral: Cheltenham 60% | Bolton 40%.
The outsider holds a 34% 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: Cheltenham vs Bolton | Competition: League One, Regular Season - 8 | Venue: Completely-Suzuki Stadium • Kick-off: Tuesday 4 Oct 2022, 19:45 UTC • Data inputs: H2H history, form splits, prediction model signals, and market pricing
📊 Statistical Prediction
• Poisson result probabilities: Cheltenham 34% | Draw 28% | Bolton 38% • Poisson goal markets: Over 2.5 42% | BTTS 48% | xG Cheltenham 1.14 / Bolton 1.21 • Poisson strength factors: Cheltenham attack 1.055 / def 1.081 | Bolton attack 0.910 / def 0.811 | league avg home 1.336 / away 1.234 • Poisson stance: Bolton (38%) — low confidence — close contest
🧮 Prediction Model
1.14
Cheltenham xG
Expected Goals
1.21
Bolton xG
48%
BTTS
68%
Over 1.5
42%
Over 2.5
21%
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 Cheltenham vs Bolton kick off?
Cheltenham vs Bolton kicked off at 19:45 on Tuesday 4 October 2022 at Completely-Suzuki Stadium.
What was the final score in Cheltenham vs Bolton?
Cheltenham 1 - 0 Bolton.
Where is Cheltenham vs Bolton being played?
The match is being played at Completely-Suzuki Stadium.
What competition is Cheltenham vs Bolton part of?
Cheltenham vs Bolton is a Regular Season - 8 fixture in the League One (England).
Who is favourite to win Cheltenham vs Bolton?
Our statistical model gives Cheltenham a 34% chance of winning, Bolton a 38% chance, and a 28% chance of a draw — making Bolton the favourite.
Will both teams score in Cheltenham vs Bolton?
Our model estimates a 48% probability that both Cheltenham and Bolton will score (BTTS).
Will Cheltenham vs Bolton have over 2.5 goals?
Our model puts the probability of over 2.5 goals in this match at 42%.
What is the head-to-head record between Cheltenham and Bolton?
Record (2 meetings): Cheltenham 0W | Draws 1 | Bolton 1W.
What form are Cheltenham and Bolton in?
Cheltenham (all comps): 3W-2D-5L in 10 | 1.10 PPG | GF 1.00 / GA 1.20 | L5 L-D-W-L-W. Bolton (all comps): 6W-2D-2L in 10 | 2.00 PPG | GF 1.30 / GA 0.60 | L5 L-W-W-W-W.
🧮 Model Insight
Where the Numbers Come From
The model rates Cheltenham's attack at 1.05x the league average against Bolton's defence at 0.81x — combine the two and it projects 1.14 expected goals for the hosts. Flip it around — Bolton's attack (0.91x) against Cheltenham's defence (1.08x) — and the away total comes out at 1.21.
These ratings are built from 56/56 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 14.9% — still a long way from a near-certainty, which says something about how open this one is on paper. Close behind: 0-0 (11.2%), 0-1 (9.8%). Those top three scorelines alone account for 36% of the model's total probability mass — a relatively concentrated, predictable distribution for this fixture.
Most Likely Outcome
Bolton Win
34%
2.91
28%
3.58
38%
2.65
Top 3 Most Likely Scorelines
1 β 1
13.1%
Draw
Most likely
0 β 1
11.5%
Away win
1 β 0
10.8%
Home win
Expected Goals & Win Odds
1.14
Cheltenham xG
Total xG
2.36
1.21
Bolton xG
2.91
34%
Home win
3.58
28%
Draw
2.65
38%
Away win
Goals Markets
68%
Over 1.5
1.47
32%
Under 1.5
3.12
42%
Over 2.5
2.38
58%
Under 2.5
1.72
21%
Over 3.5
4.76
79%
Under 3.5
1.27
9%
Over 4.5
11.11
91%
Under 4.5
1.10
Match Markets
Both Teams to Score
48%
BTTS Yes
2.09
52%
BTTS No
1.92
Clean Sheet
30%
3.36
32%
3.14
Win to Nil
10%
9.80
12%
8.31
Score Probability Matrix (%)
| H \ A | 0 | 1 | 2 | 3 | 4 | 5 |
|---|---|---|---|---|---|---|
| 0 | 9.5 | 11.5 | 7.0 | 2.8 | 0.9 | 0.2 |
| 1 | 10.8 | 13.1 | 8.0 | 3.2 | 1.0 | 0.2 |
| 2 | 6.2 | 7.5 | 4.6 | 1.8 | 0.6 | 0.1 |
| 3 | 2.4 | 2.9 | 1.7 | 0.7 | 0.2 | 0.1 |
| 4 | 0.7 | 0.8 | 0.5 | 0.2 | 0.1 | – |
| 5 | 0.2 | 0.2 | 0.1 | – | – | – |
Green = home win Β· Grey = draw Β· Amber = away win Β· Outlined cell = most likely score
▶ Model Internals
❓ Frequently Asked Questions
What is the most likely scoreline for Cheltenham vs Bolton?
Our Poisson model rates 1-1 as the single most likely exact scoreline, at 14.9%.
How many goals are Cheltenham and Bolton expected to score?
The model projects 1.14 expected goals for Cheltenham and 1.21 for Bolton, a combined total of 2.36.
How confident is the prediction model for Cheltenham vs Bolton?
Not very — the model's leading outcome sits at just 38%, meaning this is rated as a genuinely open contest with no dominant favourite.
📈 Form Insight
Recent Form Overview
Cheltenham come into this having played 56 games, going 16W 19D 21L for 1.20 points per game. Their last five reads L-D-W-L-W. The sample for Cheltenham is still a mix of this season and last, given how young the current campaign is.
On the other side, Bolton sit at 1.66 PPG from 56 outings (27W 12D 17L), a run that reads L-W-W-W-W across their last five. The sample for Bolton 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, 0.46 PPG clear of Cheltenham — worth weighing alongside whatever the head-to-head and market data say.
How They Fare by Venue
Cheltenham's home form reads 12W 7D 8L across 27 games on their own ground, a 1.59 PPG return.
Away from home, Bolton have taken 1.30 points per game from 27 outings (10W 5D 12L).
Attack vs Defence
Cheltenham are averaging 1.36 goals scored and 1.64 conceded per game recently; Bolton are on 1.55 scored and 1.12 conceded.
On BTTS specifically: Cheltenham have seen both teams score in 61% of their recent games.
Last 56 Results — League One
Current season: same league only · Previous season: all leagues (covers promoted/relegated teams)
Cheltenham
Blended
Bolton
Blended
❓ Frequently Asked Questions
What form are Cheltenham and Bolton in coming into this match?
Cheltenham have gone 16W 19D 21L in their last 56 games (1.20 PPG), while Bolton have gone 27W 12D 17L in their last 56 (1.66 PPG).
Which team has the better venue record — Cheltenham at home or Bolton away?
Cheltenham's home record (1.59 PPG) is the stronger of the two venue-specific splits — Cheltenham at home: 1.59 PPG; Bolton away: 1.30 PPG.
Have Cheltenham or Bolton been keeping clean sheets recently?
Cheltenham have kept a clean sheet in 20% of their recent games, Bolton 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, Cheltenham have gone 1W 0D 2L from 3 meetings on their own ground against Bolton — worth weighing alongside the overall series record.
Last 6 Meetings
1
Cheltenham
1
Draws
4
Bolton
Recent Meetings
❓ Frequently Asked Questions
What is the head-to-head record between Cheltenham and Bolton?
From 6 meetings on record, Cheltenham have won 1, Bolton have won 4, and 1 have been drawn.
When did Cheltenham and Bolton last play each other?
They last met on 23 January 2024, when Bolton 1-0 Cheltenham.
Who has won more matches between Cheltenham and Bolton?
Bolton have the better head-to-head record, with 4 wins from 6 meetings.
📈 Trading Insight
Early Goal Trends
Cheltenham are typically involved in an early goal — the half-time board shows at least one in 74% of their matches. They've gone in front at half-time 33% of the time, though they've let that lead slip 22% of the time they've held it — worth watching if they're only ahead by one. They've also shown some fight from behind, salvaging a draw or win after trailing at half-time in 15% of those situations.
Bolton 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 — Cheltenham 59%, Bolton 41% — no strong lean either way from the trading data alone.
Over 2.5 has been close to a coin-flip for both sides — 56% (Cheltenham) and 41% (Bolton).
On the defensive side: Bolton in 41%.
Current season: same league only. Previous season: all leagues (covers promoted/relegated teams). All = any venue | Venue = Cheltenham home games / Bolton away games. HT metrics require half-time score data β shown as β where unavailable.
❓ Frequently Asked Questions
Do both teams usually score when Cheltenham play Bolton?
Not especially — both teams scoring has occurred in only 59% of Cheltenham's recent matches and 41% of Bolton's, a rate that leans toward BTTS No.
Is Cheltenham vs Bolton usually a high-scoring fixture?
Not particularly — Over 2.5 goals has come in for only 56% of Cheltenham's recent games and 41% of Bolton's, pointing to a tighter contest.
Do Cheltenham and Bolton tend to score early?
Cheltenham have had a goal before half-time in 74% of their recent matches, Bolton in 63% — a useful reference point for first-half goal markets.
Shock result as Cheltenham defy the odds to beat Bolton 1-0.
📝 Match Report
How It Unfolded
Cheltenham beat Bolton 1-0 at Completely-Suzuki 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 Cheltenham 1.14 xG and Bolton 1.21 xG, a combined 2.36. The scoreboard read 1-0 for 1 actual goal. Bolton landed 1.2 under their projected return. Those figures were built on strength ratings of Cheltenham attack 1.05 / defence 1.08 against Bolton attack 0.91 / defence 0.81, drawn from 56/56 games (CurrentSeason).
On the result, the model split it Cheltenham 34% | Draw 28% | Bolton 38%, with Bolton to win its most likely call at 38%. The actual Cheltenham win 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 42%. The game delivered 1, so it stayed under — a call the model got right. Over 1.5 had been 68% and missed. On both teams to score, the model sat at 48% and the match did not — another call in the model's favour. Historically the two sides average 51% Over 2.5 across their same-competition games (Cheltenham 55%, Bolton 46%), a base rate that pointed the other way from today's under. Their combined BTTS history runs at 52%, which did not match the one-sided outcome.
Trading Patterns vs Reality
Cheltenham's trading profile (56 games, 27 home) set some clear expectations: BTTS lands in 61% of their matches — today it did not.
Bolton's trading profile (56 games, 27 away) set some clear expectations: BTTS lands in 43% of their matches — today it did not; they keep a clean sheet 30% of the time, and conceded here; they fail to score in 30% of games, a blank that repeated today.
Form vs Result
On form, Bolton arrived the stronger side — 1.66 PPG against 1.20. Form was overturned, with Cheltenham winning despite arriving in poorer recent shape. Cheltenham (home/away splits) conceded 0 against a 1.30 average — tighter than their form line. Bolton (home/away splits) managed 0 against a 1.19 scoring average — below par going forward.
Verdict
Grading the result against the stored data, 2 of 4 pre-match signals came in: result (miss), Over 2.5 (hit), BTTS (hit), form (miss). 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.