Cheltenham 1-2 Bolton – Result & Analysis
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Poisson model rates Cheltenham at 40%, yet other data sources diverge — this Cheltenham vs Bolton fixture contains genuine analytical tension.
✍️ Match Preview
Full Analysis
Jonny-Rocks Stadium plays host to Cheltenham versus Bolton in League One, Regular Season - 45. Kick-off: Saturday 23 April 2022 at 15:00 UTC.
Form
Cheltenham (all games): 4W 2D 4L across 10 League One fixtures this term — 1.40 PPG. Last five: L D W D L. Offensively they are averaging 1.90 goals per game, with 2.00 conceded. However, 2.00 goals conceded per game is a concern — opposing attacks have exploited them regularly. 2 clean sheets from 10 outings provides some defensive foundation. Both teams have scored in 60% of their games — a high BTTS rate that carries real weight in the goals markets.
Cheltenham's form when playing at home: 5W 4D 1L across 10 games at Jonny-Rocks Stadium this term (1.90 PPG). At home they are averaging 1.70 goals scored and 0.80 conceded per game. 4 home clean sheets from 10 games (40%) — a solid defensive base on their own ground. BTTS has landed in 60% of their home matches — a rate that supports the Yes angle in this fixture. Their home PPG of 1.90 is noticeably stronger than their overall 1.40 — Cheltenham are significantly better at Jonny-Rocks Stadium than their overall form suggests.
Bolton's overall League One record this term: 4W 4D 2L from 10 games (1.60 PPG). Last five: D D D W W. Their scoring rate of 1.30 per game is modest, conceding 0.90 — not a side to back heavily on the Over 2.5 from their form alone. 2 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.
On the road, Bolton have gone 5W 2D 3L from 10 away fixtures this term (1.70 PPG). Away from home they average 1.40 goals scored and 1.20 conceded per game. BTTS has landed in 60% of their away games — meaningful support for the Yes angle in this specific context.
A near-identical PPG reading — 1.40 for Cheltenham, 1.60 for Bolton — means the form record is uninstructive on result selection. The goals and market sections will carry greater evidential weight.
In terms of goals, both squads have been finding the net consistently (using home/away splits) — Cheltenham have seen both teams score in 60% of their games, Bolton in 60%. That combined rate is a strong statistical case for BTTS Yes as a standalone play.
Head-to-Head
Neither side has dominated this fixture. The last 1 head-to-head meetings have produced 0 wins for Cheltenham, 0 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 4.0 per game across 1 meetings. That scoring profile provides genuine support for the Over 2.5 angle. The most recent clash, on 27 Nov 2021, ended 2–2 with a draw.
With the win record balanced, the strongest H2H-derived signal is in the goals market. At 4.0 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 (44 games, 22 at home): they score before half-time in 77% of fixtures in home games; when goalless at HT, a second-half goal follows 71% of the time; BTTS occurs in 59% of their matches (home games); Over 2.5 goals lands in 54% of games (home games); Over 3.5 in 43%.
Bolton goal-timing and half-time pattern breakdown (44 games, 22 at away): they score before half-time in 64% of fixtures in away games; when goalless at HT, a second-half goal follows 93% of the time; two or more arrive in the second half on 50% of those occasions; BTTS occurs in 41% of their matches (away games); Over 2.5 goals lands in 46% of games (away games); they fail to score in 32% of games.
BTTS rates are mixed from the trading data — Cheltenham 64% versus Bolton 46%; no strong lean in either direction. The over/under 2.5 picture is inconclusive from the in-play data (Cheltenham 57% | Bolton 50%).
Poisson Model
The Poisson distribution model projects Cheltenham 1.40 xG and Bolton 1.22 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 1.085 / defence 1.177 | Bolton attack 0.887 / defence 1.152. League average goals — home 1.119 / away 1.165. Data: 44 Cheltenham games / 44 Bolton games used (CurrentSeason).
Result probabilities: Cheltenham 40% | Draw 29% | Bolton 31%. Fair-value odds: Cheltenham 2.50 | Draw 3.45 | Bolton 3.23. This is a low-confidence result — no outcome exceeds 45%. The draw at 29% is a primary outcome, not an afterthought.
Goals markets: Over 2.5 probability 49% | BTTS probability 55% | Total xG 2.62. Over/Under 2.5 is close to a coin-flip at 49%/51% — the total xG of 2.62 sits near the 2.5 margin; this is a low-edge market from a Poisson standpoint. BTTS probability of 55% 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 Cheltenham at 40% — marginal model lean. Draw probability of 29% warrants consideration of Double Chance or Draw No Bet on Cheltenham 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.
On the goals line, Poisson's 2.62 combined xG gives a 49% probability to Under 2.5 — Poisson-only — limited corroboration.
The Poisson model's BTTS call is Yes at 55%. Form rates corroborate: Cheltenham 60% | Bolton 60% 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: Cheltenham vs Bolton | Competition: League One, Regular Season - 45 | Venue: Jonny-Rocks Stadium • Kick-off: Saturday 23 Apr 2022, 15:00 UTC • Data inputs: H2H history, form splits, prediction model signals, and market pricing
📊 Statistical Prediction
• Poisson result probabilities: Cheltenham 40% | Draw 29% | Bolton 31% • Poisson goal markets: Over 2.5 49% | BTTS 55% | xG Cheltenham 1.40 / Bolton 1.22 • Poisson strength factors: Cheltenham attack 1.085 / def 1.177 | Bolton attack 0.887 / def 1.152 | league avg home 1.119 / away 1.165 • Poisson stance: Cheltenham (40%) — low confidence — close contest
🧮 Prediction Model
1.40
Cheltenham xG
Expected Goals
1.22
Bolton xG
55%
BTTS
75%
Over 1.5
49%
Over 2.5
27%
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 15:00 on Saturday 23 April 2022 at Jonny-Rocks Stadium.
What was the final score in Cheltenham vs Bolton?
Cheltenham 1 - 2 Bolton.
Where is Cheltenham vs Bolton being played?
The match is being played at Jonny-Rocks Stadium.
What competition is Cheltenham vs Bolton part of?
Cheltenham vs Bolton is a Regular Season - 45 fixture in the League One (England).
Who is favourite to win Cheltenham vs Bolton?
Our statistical model gives Cheltenham a 40% chance of winning, Bolton a 31% chance, and a 29% chance of a draw — making Cheltenham the favourite.
Will both teams score in Cheltenham vs Bolton?
Our model estimates a 55% 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 49%.
What is the head-to-head record between Cheltenham and Bolton?
Record (1 meetings): Cheltenham 0W | Draws 1 | Bolton 0W.
What form are Cheltenham and Bolton in?
Cheltenham (all comps): 4W-2D-4L in 10 | 1.40 PPG | GF 1.90 / GA 2.00 | L5 L-D-W-D-L. Bolton (all comps): 4W-4D-2L in 10 | 1.60 PPG | GF 1.30 / GA 0.90 | L5 D-D-D-W-W.
🧮 Model Insight
Where the Numbers Come From
The model rates Cheltenham's attack at 1.08x the league average against Bolton's defence at 1.15x — combine the two and it projects 1.40 expected goals for the hosts. Flip it around — Bolton's attack (0.89x) against Cheltenham's defence (1.18x) — and the away total comes out at 1.22.
These ratings are built from 44/44 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 14.1% — still a long way from a near-certainty, which says something about how open this one is on paper. Close behind: 0-0 (8.9%), 2-1 (8.7%). Those top three scorelines alone account for 32% of the model's total probability mass — a relatively concentrated, predictable distribution for this fixture.
Most Likely Outcome
Cheltenham Win
40%
2.53
29%
3.40
31%
3.22
Top 3 Most Likely Scorelines
1 β 1
12.4%
Draw
Most likely
1 β 0
10.2%
Home win
0 β 1
8.9%
Away win
Expected Goals & Win Odds
1.40
Cheltenham xG
Total xG
2.62
1.22
Bolton xG
2.53
40%
Home win
3.40
29%
Draw
3.22
31%
Away win
Goals Markets
74%
Over 1.5
1.35
26%
Under 1.5
3.85
49%
Over 2.5
2.04
51%
Under 2.5
1.96
27%
Over 3.5
3.70
73%
Under 3.5
1.37
12%
Over 4.5
8.33
88%
Under 4.5
1.14
Match Markets
Both Teams to Score
55%
BTTS Yes
1.83
45%
BTTS No
2.20
Clean Sheet
30%
3.38
25%
4.05
Win to Nil
12%
8.54
8%
13.03
Score Probability Matrix (%)
| H \ A | 0 | 1 | 2 | 3 | 4 | 5 |
|---|---|---|---|---|---|---|
| 0 | 7.3 | 8.9 | 5.4 | 2.2 | 0.7 | 0.2 |
| 1 | 10.2 | 12.4 | 7.6 | 3.1 | 0.9 | 0.2 |
| 2 | 7.1 | 8.7 | 5.3 | 2.1 | 0.7 | 0.2 |
| 3 | 3.3 | 4.1 | 2.5 | 1.0 | 0.3 | 0.1 |
| 4 | 1.2 | 1.4 | 0.9 | 0.3 | 0.1 | – |
| 5 | 0.3 | 0.4 | 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 14.1%.
How many goals are Cheltenham and Bolton expected to score?
The model projects 1.40 expected goals for Cheltenham and 1.22 for Bolton, a combined total of 2.62.
How confident is the prediction model for Cheltenham vs Bolton?
Not very — the model's leading outcome sits at just 40%, meaning this is rated as a genuinely open contest with no dominant favourite.
📈 Form Insight
Recent Form Overview
Cheltenham come into this having played 44 games, going 13W 16D 15L for 1.25 points per game. Their last five reads L-D-W-D-L.
On the other side, Bolton sit at 1.52 PPG from 44 outings (19W 10D 15L), a run that reads D-D-D-W-W across their last five.
There isn't much between them on recent form — 1.25 PPG for Cheltenham against 1.52 for Bolton. Neither side arrives with a clear form advantage.
How They Fare by Venue
Cheltenham's home form reads 10W 7D 5L across 22 games on their own ground, a 1.68 PPG return. That's noticeably better than their 1.25 PPG overall — Cheltenham are a different proposition at home than their general record suggests.
Away from home, Bolton have taken 1.23 points per game from 22 outings (8W 3D 11L).
Comparing the two in their relevant venue splits, Cheltenham 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
Cheltenham are averaging 1.43 goals scored and 1.73 conceded per game recently; Bolton are on 1.55 scored and 1.23 conceded.
On BTTS specifically: Cheltenham have seen both teams score in 64% of their recent games.
Last 44 Results — League One
Current season: same league only · Previous season: all leagues (covers promoted/relegated teams)
Cheltenham
Current Season
Bolton
Current Season
❓ Frequently Asked Questions
What form are Cheltenham and Bolton in coming into this match?
Cheltenham have gone 13W 16D 15L in their last 44 games (1.25 PPG), while Bolton have gone 19W 10D 15L in their last 44 (1.52 PPG).
Which team has the better venue record — Cheltenham at home or Bolton away?
Cheltenham's home record (1.68 PPG) is the stronger of the two venue-specific splits — Cheltenham at home: 1.68 PPG; Bolton away: 1.23 PPG.
⚔️ 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 77% of their matches. They've gone in front at half-time 32% of the time, though they've let that lead slip 23% 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 14% of those situations.
Bolton are typically involved in an early goal — the half-time board shows at least one in 64% 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 — 54% (Cheltenham) and 46% (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 54% of Cheltenham's recent games and 46% 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 77% of their recent matches, Bolton in 64% — a useful reference point for first-half goal markets.
Shock result as Bolton defy the odds to beat Cheltenham 1-2.
📝 Match Report
How It Unfolded
Bolton beat Cheltenham 1-2 at Jonny-Rocks Stadium, Regular Season - 45, 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 1.40 xG and Bolton 1.22 xG, a combined 2.62. The scoreboard read 1-2 for 3 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 Cheltenham attack 1.08 / defence 1.18 against Bolton attack 0.89 / defence 1.15, drawn from 44/44 games (CurrentSeason).
On the result, the model split it Cheltenham 40% | Draw 29% | Bolton 31%, with Cheltenham to win its most likely call at 40%. The actual Bolton win had been the model's second-ranked read at 31%, so the result diverged from the top call without being a shock.
Goals & Markets
The model rated Over 2.5 goals at 49%. The game delivered 3, so it went over — the opposite of the projected direction. Over 1.5 had been 75% and landed. On both teams to score, the model sat at 55% and the match saw both sides score — another call in the model's favour. Historically the two sides average 53% Over 2.5 across their same-competition games (Cheltenham 57%, Bolton 50%), a base rate that agreed with today's over. Their combined BTTS history runs at 55%, which matched the both-scored outcome.
Trading Patterns vs Reality
Cheltenham's trading profile (44 games, 22 home) set some clear expectations: BTTS lands in 64% of their matches — today it did.
Bolton's trading profile (44 games, 22 away) set some clear expectations: BTTS lands in 46% of their matches — today it did.
Form vs Result
The form lines were close — Cheltenham 1.25 PPG, Bolton 1.52 PPG — offering no strong steer, and the Bolton win broke the near-deadlock.
Verdict
Grading the result against the stored data, 1 of 3 pre-match signals came in: result (miss), Over 2.5 (miss), BTTS (hit). The data was on the wrong side of this result more often than not — a reminder that a single match sits well inside the model's variance.
💡 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.