Cheltenham 0-3 Bolton – Result & Analysis
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Poisson model rates Cheltenham at 36%, yet in-form Bolton provide a compelling counter-argument — this Cheltenham vs Bolton fixture contains genuine analytical tension.
✍️ Match Preview
Full Analysis
Completely-Suzuki Stadium plays host to Cheltenham versus Bolton in League One (matchday 2). Kick-off: Saturday 12 August 2023 at 16:00 UK time.
Form
Cheltenham (all games): 2W 5D 3L across their last 10 — 1.10 PPG. Last five: W L W D L. They are averaging 1.30 goals per game and conceding 1.50 — a modest attacking output that tempers optimism on the Over 2.5 market. 2 clean sheets from 10 outings (20%).
Cheltenham's form when playing at home: 3W 6D 1L across their last 10 home games (1.50 PPG). At home they are averaging 1.20 goals scored and 1.10 conceded per game. 4 home clean sheets from their last 10 home games (40%) — a solid defensive base on their own ground.
Bolton's record over their last 10 games: 5W 3D 2L (1.80 PPG). Last five: W W D L W. Their scoring rate of 1.30 per game is modest, conceding 0.70 — not a side to back heavily on the Over 2.5 from their form alone. Defensively, 0.70 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. 4 clean sheets in 10 outings (40%) underlines their defensive solidity.
On the road, Bolton have gone 4W 3D 3L in their last 10 away fixtures (1.50 PPG). Away from home they average 1.30 goals scored and 0.90 conceded per game. 4 clean sheets from their last 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 — 0.70 PPG clear of the hosts (1.80 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 the 4 H2H matches in our data: 1 wins for Cheltenham, 2 for Bolton and 1 draw — leaving the H2H largely neutral.
The 4 H2H matches in our data averaged 2.2 goals per game — a neutral rate that gives no strong lean on the goals market from the H2H alone. The most recent of those, on 4 Feb 2023, ended Cheltenham 0–1 Bolton — a Bolton win.
The head-to-head data offers no strong steer in either the result or goals markets. Form, the model and current market pricing should carry more weight for this fixture.
Trading Data
Cheltenham goal-timing and half-time pattern breakdown (last 47 games, 23 of them at home): at least one goal arrives before half-time in 52% of their matches in home games; when goalless at HT, a second-half goal follows 70% of the time; BTTS occurs in 44% of their matches (home games); Over 2.5 goals lands in 44% of games (home games); they fail to score in 43% of games.
Bolton goal-timing and half-time pattern breakdown (last 47 games, 23 of them away): at least one goal arrives before half-time in 78% of their matches in away games; when goalless at HT, a second-half goal follows 57% of the time; of the 13 games they trailed at half-time, they recovered to draw or win 31%; BTTS occurs in 44% of their matches (away games); Over 2.5 goals lands in 39% of games (away games); they keep a clean sheet 47% of the time.
BTTS rates are mixed from the trading data — Cheltenham 36% versus Bolton 36%; 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 (Cheltenham 45% | Bolton 34%).
Poisson Model
The Poisson distribution model projects Cheltenham 1.18 xG and Bolton 1.18 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 0.982 / defence 1.009 | Bolton attack 1.091 / defence 0.910. League average goals — home 1.324 / away 1.074. Data: built from Cheltenham's last 47 games and Bolton's last 47. Some of those games are older results, so treat these probabilities as directional rather than precise.
Result probabilities: Cheltenham 36% | Draw 28% | Bolton 36%. Fair-value odds: Cheltenham 2.77 | Draw 3.59 | Bolton 2.78. The model can't separate the sides — both are rated at 36% to win, with the draw at 28%. There is no result lean here.
Goals markets: Over 2.5 probability 42% | BTTS Yes probability 48% | Total xG 2.37. Under 2.5 has a narrow probability edge at 58% — total xG of 2.37 is below the line but not decisively so. BTTS No at 52% is only a slight lean — the model gives both sides a fair chance of scoring, so No isn't a clear standalone call.
Verdict
The Poisson model can't separate the sides — Cheltenham 36% and Bolton 36%, with the draw at 28%. There is no result lean from the model; the goals and BTTS markets below are where it has a view.
On the goals line, Poisson's 2.37 combined xG gives a 58% probability to Under 2.5 — a Poisson-only call with no corroboration from form or H2H.
The Poisson model's BTTS call is No at 52%. Form rates corroborate — both teams scored in: Cheltenham 50% (last 10 home games) | Bolton 40% (last 10 away games).
The Poisson model's sample (Cheltenham 47 games, Bolton 47) includes some older results, so its projections carry extra uncertainty — weight recent form and the odds accordingly.
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💡 Key Insights
🏟️ Match Context
• Fixture: Cheltenham vs Bolton | Competition: League One, matchday 2 | Venue: Completely-Suzuki Stadium • Kick-off: Saturday 12 August 2023 at 16:00 UK time • Data inputs: head-to-head data, recent form (overall and home/away), the Poisson prediction model and market pricing
📊 Statistical Prediction
• Poisson result probabilities: Cheltenham 36% | Draw 28% | Bolton 36% • Poisson goal markets: Over 2.5 42% (Under 58%) | BTTS Yes 48% (No 52%) | xG Cheltenham 1.18 / Bolton 1.18 • Poisson strength factors: Cheltenham attack 0.982 / def 1.009 | Bolton attack 1.091 / def 0.910 | league avg home 1.324 / away 1.074 • Poisson stance: no clear lean — Cheltenham and Bolton level at 36% — low confidence — close contest
🧮 Prediction Model
1.18
Cheltenham xG
Expected Goals
1.18
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.
❓ Cheltenham vs Bolton FAQs
What time does Cheltenham vs Bolton kick off?
Cheltenham vs Bolton kicked off at 16:00 UK time on Saturday 12 August 2023 at Completely-Suzuki Stadium.
What was the final score in Cheltenham vs Bolton?
Cheltenham 0 - 3 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 League One fixture (matchday 2) (England).
Who is favourite to win Cheltenham vs Bolton?
Our statistical model gives Cheltenham a 36% chance of winning, Bolton a 36% chance, and a 28% chance of a draw, making this a very evenly-matched fixture.
Will both teams score in Cheltenham vs Bolton?
Our model estimates a 48% probability that both Cheltenham and Bolton will score, so it leans towards BTTS No (52%).
Will Cheltenham vs Bolton have over 2.5 goals?
Our model puts the probability of over 2.5 goals in this match at 42%, so it leans towards under 2.5 goals (58%).
🧮 Model Insight
Where the Numbers Come From
The model rates Cheltenham's attack at 0.98x the league average against Bolton's defence at 0.91x — combine the two and it projects 1.18 expected goals for the hosts. Flip it around — Bolton's attack (1.09x) against Cheltenham's defence (1.01x) — and the away total comes out at 1.18.
These ratings are built from Cheltenham's last 47 games and Bolton's last 47, a sample that still includes some older results.
Scoreline Breakdown
Of every possible scoreline, 1-1 carries the highest individual probability at 14.8% — still a long way from a near-certainty, which says something about how open this one is on paper. Close behind: 0-0 (11.1%), 1-0 (9.4%). Those top three scorelines alone account for 35% of the model's total probability mass — a relatively concentrated, predictable distribution for this fixture.
Most Likely Outcome
Cheltenham Win
36%
2.77
28%
3.59
36%
2.78
Top 3 Most Likely Scorelines
1 – 1
13.1%
Draw
Most likely
0 – 1
11.1%
Away win
1 – 0
11.1%
Home win
Expected Goals & Win Odds
1.18
Cheltenham xG
Total xG
2.37
1.18
Bolton xG
2.77
36%
Home win
3.59
28%
Draw
2.78
36%
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
2.08
52%
BTTS No
1.93
Clean Sheet
31%
3.26
31%
3.27
Win to Nil
11%
9.05
11%
9.07
Score Probability Matrix (%)
| H \ A | 0 | 1 | 2 | 3 | 4 | 5 |
|---|---|---|---|---|---|---|
| 0 | 9.4 | 11.1 | 6.6 | 2.6 | 0.8 | 0.2 |
| 1 | 11.1 | 13.1 | 7.8 | 3.1 | 0.9 | 0.2 |
| 2 | 6.6 | 7.8 | 4.6 | 1.8 | 0.5 | 0.1 |
| 3 | 2.6 | 3.1 | 1.8 | 0.7 | 0.2 | 0.1 |
| 4 | 0.8 | 0.9 | 0.5 | 0.2 | 0.1 | – |
| 5 | 0.2 | 0.2 | 0.1 | 0.1 | – | – |
Green = home win · Grey = draw · Amber = away win · Outlined cell = most likely score
▶ Model Internals
❓ Cheltenham vs Bolton Prediction FAQs
What is the most likely scoreline for Cheltenham vs Bolton?
Our Poisson model rates 1-1 as the single most likely exact scoreline, at 14.8%.
How many goals are Cheltenham and Bolton expected to score?
The model projects 1.18 expected goals for Cheltenham and 1.18 for Bolton, a combined total of 2.37.
How confident is the prediction model for Cheltenham vs Bolton?
Not very — the model's leading outcome sits at just 36%, meaning this is rated as a genuinely open contest with no dominant favourite.
📈 Form Insight
Recent Form Overview
Cheltenham come into this having played 47 games, going 14W 12D 21L for 1.15 points per game. Their last five reads W-L-W-D-L.
On the other side, Bolton sit at 1.72 PPG from 47 outings (23W 12D 12L), a run that reads W-W-D-L-W across their last five.
Bolton carry the stronger recent form of the two, 0.57 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 8W 8D 7L across their last 23 home games, a 1.39 PPG return.
Away from home, Bolton have taken 1.43 points per game from their last 23 away games (9W 6D 8L).
Attack vs Defence
Cheltenham are averaging 0.96 goals scored and 1.32 conceded per game recently; Bolton are on 1.32 scored and 0.79 conceded.
Defensively: Bolton in 47% — worth knowing if you're weighing up clean-sheet or BTTS-No markets.
Last 47 Results
Current season: same league only · Previous season: all leagues (covers promoted/relegated teams)
Cheltenham
Early Season
Bolton
Early Season
Cheltenham (Home) vs Bolton (Away)
Home games only for the home side · Away games only for the away side
Cheltenham
Early Season
Bolton
Early Season
❓ Cheltenham vs Bolton Form FAQs
What form are Cheltenham and Bolton in coming into this match?
Cheltenham have gone 14W 12D 21L in their last 47 games (1.15 PPG), while Bolton have gone 23W 12D 12L in their last 47 (1.72 PPG).
Which team has the better venue record — Cheltenham at home or Bolton away?
Bolton's away record (1.43 PPG) is the stronger of the two venue-specific splits — Cheltenham at home: 1.39 PPG; Bolton away: 1.43 PPG.
Have Cheltenham or Bolton been keeping clean sheets recently?
Cheltenham have kept a clean sheet in 34% of their recent games, Bolton in 47%.
⚔️ Rivalry Insight
The Rivalry So Far
Our data holds 6 H2H matches between Cheltenham and Bolton, the earliest from November 2021. All of them came in League One. The most recent in our data was on 23 January 2024, some 2 years back — so squads and form on both sides may look very different now.
Notable Numbers
Bolton have won the most recent 3 H2H matches in our data — the current momentum in this pairing sits with them.
For context on how one-sided this fixture can get: Bolton won Cheltenham 0-3 Bolton on 12 Aug 2023, the biggest margin in the H2H matches we hold.
Specifically as hosts in this fixture, Cheltenham have gone 1W 0D 2L from the 3 H2H matches in our data played on their own ground against Bolton — worth weighing alongside the overall series record.
Last 6 Meetings
1
Cheltenham
1
Draws
4
Bolton
Recent Meetings
❓ Cheltenham vs Bolton H2H FAQs
What is the head-to-head record between Cheltenham and Bolton?
Across the 6 head-to-head matches in our data, Cheltenham have won 1, Bolton have won 4, and 1 has been drawn.
When did Cheltenham and Bolton last play each other?
The most recent meeting in our data was on 23 January 2024: 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 the 6 head-to-head matches in our data.
📈 Trading Insight
Early Goal Trends
Cheltenham see a goal before the break in 52% of their matches. They've gone in front at half-time 26% 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. They've also shown some fight from behind, salvaging a draw or win after trailing at half-time in 33% of those situations.
Bolton are typically involved in an early goal — the half-time board shows at least one in 78% of their matches. They've gone in front at half-time 30% of the time. They've also shown some fight from behind, salvaging a draw or win after trailing at half-time in 38% of those situations.
Full-Time Markets
BTTS sits in mixed territory for this pairing — Cheltenham 44%, Bolton 44% — no strong lean either way from the trading data alone.
Over 2.5 has been close to a coin-flip for both sides — 44% (Cheltenham) and 39% (Bolton).
On the defensive side: Cheltenham keep a clean sheet in 44% of their matches; Bolton in 35%; Cheltenham have failed to score in 35% of games; Bolton in 35%.
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 — shown as — where unavailable.
❓ Cheltenham vs Bolton Trading FAQs
Do both teams usually score in Cheltenham and Bolton matches?
Not especially — both teams scoring has occurred in only 44% of Cheltenham's recent matches and 44% of Bolton's, a rate that leans toward BTTS No.
Are Cheltenham and Bolton matches usually high-scoring?
Not particularly — Over 2.5 goals has come in for only 44% of Cheltenham's recent games and 39% of Bolton's, pointing to a tighter contest.
Do Cheltenham and Bolton matches tend to have early goals?
There has been at least one first-half goal in 52% of Cheltenham's recent matches and 78% of Bolton's — a useful reference point for first-half goal markets.
Dominant Bolton run riot with a 0-3 hammering of Cheltenham.
📝 Match Report
How It Unfolded
Bolton beat Cheltenham 0-3 at Completely-Suzuki Stadium, Regular Season - 2, 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 1.18 xG and Bolton 1.18 xG, a combined 2.37. The scoreboard read 0-3 for 3 actual goals. Cheltenham fell 1.2 short of their projected output. Bolton outscored their 1.18 projection by 1.8. Those figures were built on strength ratings of Cheltenham attack 0.98 / defence 1.01 against Bolton attack 1.09 / defence 0.91, drawn from 47/47 games (Blended).
On the result, the model split it Cheltenham 36% | Draw 28% | Bolton 36%, with Cheltenham to win its most likely call at 36%. The actual Bolton win had been the model's second-ranked read at 36%, 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 3, so it went over — the opposite of the projected direction. Over 1.5 had been 68% and landed. 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 39% Over 2.5 across their same-competition games (Cheltenham 45%, Bolton 34%), a base rate that pointed the other way from today's over. Their combined BTTS history runs at 36%, which matched the one-sided outcome.
Trading Patterns vs Reality
Cheltenham's trading profile (47 games, 23 home) set some clear expectations: BTTS lands in 36% of their matches — today it did not; they keep a clean sheet 34% of the time, and conceded here; they fail to score in 43% of games, a blank that repeated today.
Bolton's trading profile (47 games, 23 away) set some clear expectations: BTTS lands in 36% of their matches — today it did not; they keep a clean sheet 47% of the time, and duly kept one.
Form vs Result
On form, Bolton arrived the stronger side — 1.72 PPG against 1.15. That form edge translated into the three points. Cheltenham (home/away splits) managed 0 against a 1.09 scoring average — below par going forward and shipped 3 against a 1.17 concession average — a leakier day than usual. Bolton (home/away splits) scored 3 against a 1.26 average — above their attacking norm and conceded 0 against a 1.00 average — tighter than their form line.
Verdict
Grading the result against the stored data, 2 of 4 pre-match signals came in: result (miss), Over 2.5 (miss), BTTS (hit), form (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.
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