Bolton 0-2 Ipswich – Result & Analysis
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Poisson rates Bolton at 51% — the H2H record provides partial corroboration, though signals are mixed in this Bolton vs Ipswich encounter.
✍️ Match Preview
Match Analysis
Bolton host Ipswich at University of Bolton Stadium in League One, Regular Season - 36. Kick-off is scheduled for Saturday 11 March 2023 at 15:00 UTC.
Form Guide
Bolton — All Games: 6W 1D 3L from 10 League One outings this season, averaging 1.90 points per game. Last five: W L W L D. Offensively they are averaging 1.80 goals per game, with 0.80 conceded. Defensively, conceding just 0.80 per game is an exceptional defensive record — one of the tightest in the division. 5 clean sheets from 10 games (50%) is a standout defensive return — they are keeping their net clean in more than half their matches.
Bolton's home record at University of Bolton Stadium: 6W 3D 1L from 10 League One appearances (2.10 PPG). At home they are averaging 1.60 goals scored and 0.50 conceded per game. 7 clean sheets from 10 home games (70%) — they are an exceptionally hard side to score against at University of Bolton Stadium. At home, both teams have scored in only 30% of games — reinforcing BTTS No as the home-venue-backed angle.
Across all League One games this season, Ipswich have recorded 5W 4D 1L from 10 outings — 1.90 PPG. Last five: D W W W W. Their attacking form is sharp — 2.10 goals per game is a high-output rate that commands respect in the goals markets. 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.
Ipswich's away record: 3W 5D 2L from 10 road trips in League One this season (1.40 PPG). Away from home they average 1.50 goals scored and 1.30 conceded per game. BTTS has landed in 60% of their away games — meaningful support for the Yes angle in this specific context. Their away PPG of 1.40 is notably below their overall 1.90 — form away from home has been a clear weakness this season.
There is minimal separation in the form figures — Bolton at 1.90 PPG versus Ipswich's 1.90. The form guide is not providing a strong directional steer; the model and market data will carry more weight in the final assessment.
H2H
The H2H landscape is flat: 3 previous encounters have yielded 2 wins for Bolton, 0 for Ipswich and 1 draws. A neutral reading in isolation.
Goals have been a feature of this fixture. The last 3 meetings have averaged 3.7 per game — a rate that gives the Over 2.5 market a solid historical foundation. The most recent clash, on 30 Jul 2022, ended 1–1 with a draw.
With the win record balanced, the strongest H2H-derived signal is in the goals market. At 3.7 goals per game historically, Over 2.5 is the cleaner angle to extract from the head-to-head data.
In-Play Profile
Bolton in-play tendencies (81 games, 40 at home): they score before half-time in 70% of fixtures in home games; when goalless at HT, a second-half goal follows 73% of the time; BTTS occurs in 40% of their matches (home games); Over 2.5 goals lands in 48% of games (home games); they fail to score in 31% of games.
Ipswich in-play tendencies (81 games, 40 at away): they score before half-time in 70% of fixtures in away games; when goalless at HT, a second-half goal follows 77% of the time; two or more arrive in the second half on 54% of those occasions; BTTS occurs in 52% of their matches (away games); Over 2.5 goals lands in 42% of games (away games).
BTTS rates are mixed from the trading data — Bolton 42% versus Ipswich 49%; no strong lean in either direction. The over/under 2.5 picture is inconclusive from the in-play data (Bolton 47% | Ipswich 49%).
Poisson Model
The Poisson distribution model projects Bolton 1.37 xG and Ipswich 0.73 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 1.127 / defence 0.651 | Ipswich attack 1.092 / defence 0.937. League average goals — home 1.294 / away 1.035. Bolton's defence rating of 0.651 is below average — the home backline is amplifying the visitor's projected output. Data: 82 Bolton games / 81 Ipswich games used (CurrentSeason).
Result probabilities: Bolton 51% | Draw 29% | Ipswich 20%. Fair-value odds: Bolton 1.96 | Draw 3.45 | Ipswich 5.00. Bolton hold a narrow Poisson edge at 51% — the draw (29%) is close enough to merit draw-inclusive market consideration.
Goals markets: Over 2.5 probability 35% | BTTS probability 39% | Total xG 2.10. Under 2.5 is the strongly backed market at 65% probability — total xG of 2.10 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 39% is moderate — neither team is projected to score with enough certainty to make Yes a clear standalone call.
Analysis Verdict
On the Poisson output, Bolton are the pick at 51% — moderate model lean. With a 29% draw probability, Draw No Bet on Bolton offers a more defensible entry point than the straight win.
Poisson projects 2.10 total expected goals, pointing to Under 2.5 at 35% probability — Poisson-only — limited corroboration conviction — though H2H averaging only 3.7 goals per meeting points in the other direction.
The Poisson model's BTTS call is No at 39%. Form rates corroborate: Bolton 30% | Ipswich 60% BTTS from recent games.
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💡 Key Insights
🏟️ Match Context
• Fixture: Bolton vs Ipswich | Competition: League One, Regular Season - 36 | Venue: University of Bolton Stadium • Kick-off: Saturday 11 Mar 2023, 15:00 UTC • Data inputs: H2H history, form splits, prediction model signals, and market pricing
📊 Statistical Prediction
• Poisson result probabilities: Bolton 51% | Draw 29% | Ipswich 20% • Poisson goal markets: Over 2.5 35% | BTTS 39% | xG Bolton 1.37 / Ipswich 0.73 • Poisson strength factors: Bolton attack 1.127 / def 0.651 | Ipswich attack 1.092 / def 0.937 | league avg home 1.294 / away 1.035 • Poisson stance: Bolton (51%) — moderate lean
🧮 Prediction Model
1.37
Bolton xG
Expected Goals
0.73
Ipswich xG
39%
BTTS
63%
Over 1.5
35%
Over 2.5
16%
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 Ipswich kick off?
Bolton vs Ipswich kicked off at 15:00 on Saturday 11 March 2023 at University of Bolton Stadium.
What was the final score in Bolton vs Ipswich?
Bolton 0 - 2 Ipswich.
Where is Bolton vs Ipswich being played?
The match is being played at University of Bolton Stadium.
What competition is Bolton vs Ipswich part of?
Bolton vs Ipswich is a Regular Season - 36 fixture in the League One (England).
Who is favourite to win Bolton vs Ipswich?
Our statistical model gives Bolton a 51% chance of winning, Ipswich a 20% chance, and a 29% chance of a draw — making Bolton the favourite.
Will both teams score in Bolton vs Ipswich?
Our model estimates a 39% probability that both Bolton and Ipswich will score (BTTS).
Will Bolton vs Ipswich have over 2.5 goals?
Our model puts the probability of over 2.5 goals in this match at 35%.
What is the head-to-head record between Bolton and Ipswich?
Record (3 meetings): Bolton 2W | Draws 1 | Ipswich 0W.
What form are Bolton and Ipswich in?
Bolton (all comps): 6W-1D-3L in 10 | 1.90 PPG | GF 1.80 / GA 0.80 | L5 W-L-W-L-D. Ipswich (all comps): 5W-4D-1L in 10 | 1.90 PPG | GF 2.10 / GA 0.60 | L5 D-W-W-W-W.
🧮 Model Insight
Model Mechanics
Bolton's attacking strength (1.13x league average) is weighed against Ipswich's defensive record (0.94x) to produce a home expected-goals figure of 1.37. The same calculation in reverse, Ipswich's attack versus Bolton's defence, projects 0.73 expected goals for the visitors.
These ratings are built from 82/81 games of current-season data — a full enough sample to trust.
Most Likely Scorelines
The model's single most probable exact score is 1-0, at 15.1%. Close behind: 1-1 (13.9%), 0-0 (13.8%). Those top three scorelines alone account for 43% of the model's total probability mass — a relatively concentrated, predictable distribution for this fixture.
Most Likely Outcome
Bolton Win
51%
1.95
29%
3.44
20%
5.11
Top 3 Most Likely Scorelines
1 – 0
16.7%
Home win
Most likely
1 – 1
12.3%
Draw
0 – 0
12.2%
Draw
Expected Goals & Win Odds
1.37
Bolton xG
Total xG
2.10
0.73
Ipswich xG
1.95
51%
Home win
3.44
29%
Draw
5.11
20%
Away win
Goals Markets
62%
Over 1.5
1.61
38%
Under 1.5
2.63
35%
Over 2.5
2.86
65%
Under 2.5
1.54
16%
Over 3.5
6.25
84%
Under 3.5
1.19
6%
Over 4.5
16.67
94%
Under 4.5
1.06
Match Markets
Both Teams to Score
39%
BTTS Yes
2.54
61%
BTTS No
1.65
Clean Sheet
48%
2.09
26%
3.92
Win to Nil
25%
4.06
5%
20.02
Score Probability Matrix (%)
| H \ A | 0 | 1 | 2 | 3 | 4 | 5 |
|---|---|---|---|---|---|---|
| 0 | 12.2 | 9.0 | 3.3 | 0.8 | 0.1 | – |
| 1 | 16.7 | 12.3 | 4.5 | 1.1 | 0.2 | – |
| 2 | 11.4 | 8.4 | 3.1 | 0.8 | 0.1 | – |
| 3 | 5.2 | 3.8 | 1.4 | 0.3 | 0.1 | – |
| 4 | 1.8 | 1.3 | 0.5 | 0.1 | – | – |
| 5 | 0.5 | 0.4 | 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 Ipswich?
Our Poisson model rates 1-0 as the single most likely exact scoreline, at 15.1%.
How many goals are Bolton and Ipswich expected to score?
The model projects 1.37 expected goals for Bolton and 0.73 for Ipswich, a combined total of 2.10.
How confident is the prediction model for Bolton vs Ipswich?
Not very — the model's leading outcome sits at just 51%, meaning this is rated as a genuinely open contest with no dominant favourite.
📈 Form Insight
Where Both Sides Stand
Bolton come into this having played 81 games, going 39W 18D 24L for 1.67 points per game. Their last five reads W-L-W-L-D.
On the other side, Ipswich sit at 1.72 PPG from 81 outings (37W 28D 16L), a run that reads D-W-W-W-W across their last five.
Form-wise this is close to level: Bolton on 1.67 PPG, Ipswich on 1.72. Other factors will likely decide this one more than recent results.
Home Ground vs the Road
Bolton's home form reads 24W 10D 6L across 40 games on their own ground, a 2.05 PPG return.
Away from home, Ipswich have taken 1.45 points per game from 40 outings (15W 13D 12L).
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.
The Goals Picture
Bolton are averaging 1.51 goals scored and 1.01 conceded per game recently; Ipswich are on 1.67 scored and 0.95 conceded.
Defensively: Bolton have kept a clean sheet in 36% of their games; Ipswich in 40% — worth knowing if you're weighing up clean-sheet or BTTS-No markets.
Last 81 Results — League One
Current season: same league only · Previous season: all leagues (covers promoted/relegated teams)
Bolton
Current Season
Ipswich
Current Season
❓ Frequently Asked Questions
What form are Bolton and Ipswich in coming into this match?
Bolton have gone 39W 18D 24L in their last 81 games (1.67 PPG), while Ipswich have gone 37W 28D 16L in their last 81 (1.72 PPG).
Which team has the better venue record — Bolton at home or Ipswich away?
Bolton's home record (2.05 PPG) is the stronger of the two venue-specific splits — Bolton at home: 2.05 PPG; Ipswich away: 1.45 PPG.
Have Bolton or Ipswich been keeping clean sheets recently?
Bolton have kept a clean sheet in 36% of their recent games, Ipswich in 40%.
⚔️ Rivalry Insight
A Look Back
The fixture history between Bolton and Ipswich runs to 4 recorded meetings, the earliest dating back to September 2021. Every recorded meeting has come in League One. It has been a while since the last meeting — 11 March 2023, some 1 year back — so squads and form on both sides may look very different now.
Digging Into the Numbers
The biggest gap between the sides came on 11 Sep 2021, when Bolton won 2-5 — the largest margin of victory on record between these two.
Bolton's record when hosting Ipswich specifically: 1W 0D 1L from 2 games — a narrower, venue-specific slice of the head-to-head picture.
Last 4 Meetings
2
Bolton
1
Draws
1
Ipswich
Recent Meetings
❓ Frequently Asked Questions
What is the head-to-head record between Bolton and Ipswich?
From 4 meetings on record, Bolton have won 2, Ipswich have won 1, and 1 have been drawn.
When did Bolton and Ipswich last play each other?
They last met on 11 March 2023, when Bolton 0-2 Ipswich.
Who has won more matches between Bolton and Ipswich?
Bolton have the better head-to-head record, with 2 wins from 4 meetings.
📈 Trading Insight
Half-Time Trends
Bolton are typically involved in an early goal — the half-time board shows at least one in 70% of their matches. They've gone in front at half-time 40% of the time.
Ipswich are typically involved in an early goal — the half-time board shows at least one in 70% of their matches. They've gone in front at half-time 42% of the time, though they've let that lead slip 20% 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 40%, Ipswich 52% — no strong lean either way from the trading data alone.
Over 2.5 has been close to a coin-flip for both sides — 48% (Bolton) and 42% (Ipswich).
On the defensive side: Bolton keep a clean sheet in 48% of their matches; Ipswich in 32%.
Current season: same league only. Previous season: all leagues (covers promoted/relegated teams). All = any venue | Venue = Bolton home games / Ipswich away games. HT metrics require half-time score data — shown as — where unavailable.
❓ Frequently Asked Questions
Do both teams usually score when Bolton play Ipswich?
Not especially — both teams scoring has occurred in only 40% of Bolton's recent matches and 52% of Ipswich's, a rate that leans toward BTTS No.
Is Bolton vs Ipswich usually a high-scoring fixture?
Not particularly — Over 2.5 goals has come in for only 48% of Bolton's recent games and 42% of Ipswich's, pointing to a tighter contest.
Do Bolton and Ipswich tend to score early?
Bolton have had a goal before half-time in 70% of their recent matches, Ipswich in 70% — a useful reference point for first-half goal markets.
Ipswich cruise to a comfortable 0-2 victory over Bolton.
📝 Match Report
How It Unfolded
Ipswich beat Bolton 0-2 at University of Bolton Stadium, Regular Season - 36, in the League One. That is the final score; the rest of this report grades it against what the data forecast beforehand.
The Model vs The Result
The Poisson model went into this projecting Bolton 1.37 xG and Ipswich 0.73 xG, a combined 2.10. The scoreboard read 0-2 for 2 actual goals. Bolton fell 1.4 short of their projected output. Ipswich outscored their 0.73 projection by 1.3. Those figures were built on strength ratings of Bolton attack 1.13 / defence 0.65 against Ipswich attack 1.09 / defence 0.94, drawn from 82/81 games (CurrentSeason).
On the result, the model split it Bolton 51% | Draw 29% | Ipswich 20%, with Bolton to win its most likely call at 51%. Instead the game produced a Ipswich win, an outcome the model had rated at just 20% — a clear break from expectation and a genuine upset by the numbers.
Goals & Markets
The model rated Over 2.5 goals at 35%. The game delivered 2, so it stayed under — the model's lean was correct. Over 1.5 had been 63% and landed. On both teams to score, the model sat at 39% and the match did not — another call in the model's favour. Historically the two sides average 48% Over 2.5 across their same-competition games (Bolton 47%, Ipswich 49%), a base rate that agreed with today's under. Their combined BTTS history runs at 46%, which matched the one-sided outcome.
Trading Patterns vs Reality
Bolton's trading profile (81 games, 40 home) set some clear expectations: BTTS lands in 42% of their matches — today it did not; they keep a clean sheet 36% of the time, and conceded here; they fail to score in 31% of games, a blank that repeated today.
Ipswich's trading profile (81 games, 40 away) set some clear expectations: BTTS lands in 49% of their matches — today it did not; they keep a clean sheet 40% of the time, and duly kept one.
Form vs Result
The form lines were close — Bolton 1.67 PPG, Ipswich 1.72 PPG — offering no strong steer, and the Ipswich win broke the near-deadlock. Bolton (home/away splits) managed 0 against a 1.75 scoring average — below par going forward and shipped 2 against a 0.80 concession average — a leakier day than usual. Ipswich (home/away splits) conceded 0 against a 1.08 average — tighter than their form line.
Verdict
Grading the result against the stored data, 2 of 3 pre-match signals came in: result (miss), Over 2.5 (hit), BTTS (hit). A mixed scorecard — the data caught the broad shape of the game but not every market.
💡 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.