Bolton 2-1 Port Vale – Result & Analysis
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Poisson rates Bolton at 65% — current form provides partial corroboration, though signals are mixed in this Bolton vs Port Vale encounter.
✍️ Match Preview
Match Analysis
Bolton host Port Vale at University of Bolton Stadium in League One, Regular Season - 34. Kick-off is scheduled for Saturday 25 February 2023 at 15:00 UTC.
Form Guide
Bolton — All Games: 7W 1D 2L from 10 League One outings this season, averaging 2.20 points per game. Last five: W W W W L. They are averaging 2.10 goals per game — a high-scoring output that makes them a genuine attacking threat in any fixture. Defensively, conceding just 0.40 per game is an exceptional defensive record — one of the tightest in the division. 7 clean sheets from 10 games (70%) 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.
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.
Looking at all fixtures this season, Port Vale stand at 2W 2D 6L from 10 League One matches — 0.80 PPG. Last five: D L L W L. Their scoring rate of 0.90 per game is modest, conceding 1.60 — 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.
Port Vale's away record: 3W 2D 5L from 10 road trips in League One this season (1.10 PPG). Away from home they average 1.00 goals scored and 1.40 conceded per game. Away from home, both teams have scored in only 30% of games — a low rate that backs BTTS No when they travel.
On current form, Bolton have the edge — a 1.40 PPG advantage (2.20 vs 0.80) represents a meaningful gap. That momentum makes them the form-based pick, though if the outright price looks short, Draw No Bet is worth comparing.
On the goals front, neither side scores or concedes freely enough to make BTTS Yes the call. Bolton's 30% rate and Port Vale's 30% (using home/away splits) both sit well below average — BTTS No is the form-backed angle.
H2H
The rivalry is an even one: 0 wins apiece for Bolton, 0 for Port Vale and 1 shared spoils from 1 past contests. Neither side holds a meaningful historical edge.
These sides have historically produced few goals — 0.0 per contest from 1 previous meetings. The Under 2.5 market has a well-supported historical case here. The most recent clash, on 13 Aug 2022, ended 0–0 with a draw.
With a balanced win record and just 0.0 goals per game historically, the H2H points toward a tight, low-scoring contest. Under 2.5 goals has the strongest statistical grounding from the fixture history regardless of which side wins.
Trading Patterns
Bolton in-play and half-time data (79 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 75% 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 30% of games.
Port Vale in-play and half-time data (79 games, 40 at away): they score before half-time in 68% of fixtures in away games; when goalless at HT, a second-half goal follows 81% of the time; BTTS occurs in 52% of their matches (away games); Over 2.5 goals lands in 48% of games (away games).
BTTS rates are mixed from the trading data — Bolton 42% versus Port Vale 51%; no strong lean in either direction. The over/under 2.5 picture is inconclusive from the in-play data (Bolton 47% | Port Vale 47%).
Poisson Model
The Poisson distribution model projects Bolton 1.65 xG and Port Vale 0.52 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 1.151 / defence 0.568 | Port Vale attack 0.803 / defence 1.139. League average goals — home 1.256 / away 1.134. Bolton's defence rating of 0.568 is below average — the home backline is amplifying the visitor's projected output. Data: 79 Bolton games / 33 Port Vale games used (CurrentSeason).
Result probabilities: Bolton 65% | Draw 24% | Port Vale 11%. Fair-value odds: Bolton 1.54 | Draw 4.17 | Port Vale 9.09. The model has a clear lean to Bolton (65%) — a 54pp gap over the next-most-likely outcome reflects a meaningful statistical advantage.
Goals markets: Over 2.5 probability 37% | BTTS probability 33% | Total xG 2.16. Under 2.5 has a narrow probability edge at 63% — total xG of 2.16 is below the line but not decisively so. BTTS No has firm model support at 67% — Port Vale's lower xG of 0.52 creates a meaningful probability of a scoring blank, which suppresses the BTTS Yes probability to 33%.
Summary & Verdict
The Poisson model's primary lean is Bolton at 65% — clear model lean. Current-season form corroborates the Poisson lean — partial multi-source support. Draw No Bet is worth pricing alongside the outright: 24% draw probability makes the stalemate a live outcome even at this conviction level.
The Poisson model projects 2.16 xG in total — Under 2.5 at 37% — Poisson-only — limited corroboration confidence.
On the BTTS market, Poisson puts 33% on No. Form rates corroborate: Bolton 30% | Port Vale 30% BTTS from recent games.
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💡 Key Insights
🏟️ Match Context
• Fixture: Bolton vs Port Vale | Competition: League One, Regular Season - 34 | Venue: University of Bolton Stadium • Kick-off: Saturday 25 Feb 2023, 15:00 UTC • Data inputs: H2H history, form splits, prediction model signals, and market pricing
📊 Statistical Prediction
• Poisson result probabilities: Bolton 65% | Draw 24% | Port Vale 11% • Poisson goal markets: Over 2.5 37% | BTTS 33% | xG Bolton 1.65 / Port Vale 0.52 • Poisson strength factors: Bolton attack 1.151 / def 0.568 | Port Vale attack 0.803 / def 1.139 | league avg home 1.256 / away 1.134 • Poisson stance: Bolton (65%) — strong lean
🧮 Prediction Model
1.65
Bolton xG
Expected Goals
0.52
Port Vale xG
33%
BTTS
64%
Over 1.5
37%
Over 2.5
17%
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 Port Vale kick off?
Bolton vs Port Vale kicked off at 15:00 on Saturday 25 February 2023 at University of Bolton Stadium.
What was the final score in Bolton vs Port Vale?
Bolton 2 - 1 Port Vale.
Where is Bolton vs Port Vale being played?
The match is being played at University of Bolton Stadium.
What competition is Bolton vs Port Vale part of?
Bolton vs Port Vale is a Regular Season - 34 fixture in the League One (England).
Who is favourite to win Bolton vs Port Vale?
Our statistical model gives Bolton a 65% chance of winning, Port Vale a 11% chance, and a 24% chance of a draw — making Bolton the favourite.
Will both teams score in Bolton vs Port Vale?
Our model estimates a 33% probability that both Bolton and Port Vale will score (BTTS).
Will Bolton vs Port Vale have over 2.5 goals?
Our model puts the probability of over 2.5 goals in this match at 37%.
What is the head-to-head record between Bolton and Port Vale?
Record (1 meetings): Bolton 0W | Draws 1 | Port Vale 0W.
What form are Bolton and Port Vale in?
Bolton (all comps): 7W-1D-2L in 10 | 2.20 PPG | GF 2.10 / GA 0.40 | L5 W-W-W-W-L. Port Vale (all comps): 2W-2D-6L in 10 | 0.80 PPG | GF 0.90 / GA 1.60 | L5 D-L-L-W-L.
🧮 Model Insight
How the Model Works This Match
The model rates Bolton's attack at 1.15x the league average against Port Vale's defence at 1.14x — combine the two and it projects 1.65 expected goals for the hosts. The same calculation in reverse, Port Vale's attack versus Bolton's defence, projects 0.52 expected goals for the visitors.
These ratings are built from 79/33 games of current-season data — a full enough sample to trust.
Scoreline Breakdown
Of every possible scoreline, 1-0 carries the highest individual probability at 17.7% — still a long way from a near-certainty, which says something about how open this one is on paper. Close behind: 2-0 (15.6%), 0-0 (12.8%). Those top three scorelines alone account for 46% of the model's total probability mass — a relatively concentrated, predictable distribution for this fixture.
Most Likely Outcome
Bolton Win
65%
1.53
24%
4.24
11%
8.89
Top 3 Most Likely Scorelines
1 – 0
18.9%
Home win
Most likely
2 – 0
15.6%
Home win
0 – 0
11.5%
Draw
Expected Goals & Win Odds
1.65
Bolton xG
Total xG
2.16
0.52
Port Vale xG
1.53
65%
Home win
4.24
24%
Draw
8.89
11%
Away win
Goals Markets
64%
Over 1.5
1.56
36%
Under 1.5
2.78
37%
Over 2.5
2.70
63%
Under 2.5
1.59
17%
Over 3.5
5.88
83%
Under 3.5
1.20
7%
Over 4.5
14.29
93%
Under 4.5
1.08
Match Markets
Both Teams to Score
33%
BTTS Yes
3.07
67%
BTTS No
1.48
Clean Sheet
60%
1.68
19%
5.19
Win to Nil
39%
2.57
2%
46.10
Score Probability Matrix (%)
| H \ A | 0 | 1 | 2 | 3 | 4 | 5 |
|---|---|---|---|---|---|---|
| 0 | 11.5 | 5.9 | 1.5 | 0.3 | – | – |
| 1 | 18.9 | 9.8 | 2.5 | 0.4 | 0.1 | – |
| 2 | 15.6 | 8.1 | 2.1 | 0.4 | – | – |
| 3 | 8.5 | 4.4 | 1.1 | 0.2 | – | – |
| 4 | 3.5 | 1.8 | 0.5 | 0.1 | – | – |
| 5 | 1.2 | 0.6 | 0.2 | – | – | – |
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 Port Vale?
Our Poisson model rates 1-0 as the single most likely exact scoreline, at 17.7%.
How many goals are Bolton and Port Vale expected to score?
The model projects 1.65 expected goals for Bolton and 0.52 for Port Vale, a combined total of 2.16.
How confident is the prediction model for Bolton vs Port Vale?
Reasonably confident — the model's leading outcome is rated at 65%, a clear lean rather than a toss-up.
📈 Form Insight
Form at a Glance
Bolton's recent record stands at 38W 18D 23L from 79 games, a 1.67 PPG return, with W-W-W-W-L in the last five.
Port Vale, meanwhile, have gone 35W 17D 27L across 79 games — 1.54 PPG, with D-L-L-W-L in their last five.
Form-wise this is close to level: Bolton on 1.67 PPG, Port Vale on 1.54. Other factors will likely decide this one more than recent results.
Venue Form
At home specifically, Bolton have managed 23W 11D 6L from 40 games — 2.00 PPG in front of their own supporters.
Port Vale's away record stands at 17W 9D 14L across 40 trips, a 1.50 PPG haul.
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.
Goals in Recent Form
Bolton are averaging 1.54 goals scored and 1.03 conceded per game recently; Port Vale are on 1.33 scored and 1.19 conceded.
Defensively: Bolton have kept a clean sheet in 35% of their games — worth knowing if you're weighing up clean-sheet or BTTS-No markets.
Last 79 Results — League One
Current season: same league only · Previous season: all leagues (covers promoted/relegated teams)
Bolton
Current Season
Port Vale
Current Season
❓ Frequently Asked Questions
What form are Bolton and Port Vale in coming into this match?
Bolton have gone 38W 18D 23L in their last 79 games (1.67 PPG), while Port Vale have gone 35W 17D 27L in their last 79 (1.54 PPG).
Which team has the better venue record — Bolton at home or Port Vale away?
Bolton's home record (2.00 PPG) is the stronger of the two venue-specific splits — Bolton at home: 2.00 PPG; Port Vale away: 1.50 PPG.
Have Bolton or Port Vale been keeping clean sheets recently?
Bolton have kept a clean sheet in 35% of their recent games, Port Vale in 32%.
⚔️ Rivalry Insight
Fixture History
6 meetings separate these sides on the data we hold, the series stretching back to August 2022. Every recorded meeting has come in League One. They last met on 21 March 2026, roughly 4 months ago.
Streaks & Records
The biggest gap between the sides came on 8 Nov 2025, when Bolton won 4-0 — the largest margin of victory on record between these two.
Bolton's record when hosting Port Vale specifically: 3W 0D 0L from 3 games — a narrower, venue-specific slice of the head-to-head picture.
Last 6 Meetings
4
Bolton
1
Draws
1
Port Vale
Recent Meetings
❓ Frequently Asked Questions
What is the head-to-head record between Bolton and Port Vale?
From 6 meetings on record, Bolton have won 4, Port Vale have won 1, and 1 have been drawn.
When did Bolton and Port Vale last play each other?
They last met on 21 March 2026, when Port Vale 1-0 Bolton.
Who has won more matches between Bolton and Port Vale?
Bolton have the better head-to-head record, with 4 wins from 6 meetings.
📈 Trading Insight
First-Half Patterns
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 38% of the time.
Port Vale are typically involved in an early goal — the half-time board shows at least one in 68% of their matches. They've gone in front at half-time 28% of the time. They've also shown some fight from behind, salvaging a draw or win after trailing at half-time in 15% of those situations.
Full-Time Trends
BTTS sits in mixed territory for this pairing — Bolton 40%, Port Vale 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 48% (Port Vale).
On the defensive side: Bolton keep a clean sheet in 48% of their matches.
Current season: same league only. Previous season: all leagues (covers promoted/relegated teams). All = any venue | Venue = Bolton home games / Port Vale away games. HT metrics require half-time score data — shown as — where unavailable.
❓ Frequently Asked Questions
Do both teams usually score when Bolton play Port Vale?
Not especially — both teams scoring has occurred in only 40% of Bolton's recent matches and 52% of Port Vale's, a rate that leans toward BTTS No.
Is Bolton vs Port Vale usually a high-scoring fixture?
Not particularly — Over 2.5 goals has come in for only 48% of Bolton's recent games and 48% of Port Vale's, pointing to a tighter contest.
Do Bolton and Port Vale tend to score early?
Bolton have had a goal before half-time in 70% of their recent matches, Port Vale in 68% — a useful reference point for first-half goal markets.
Prediction vindicated as Bolton edge out Port Vale 2-1.
📝 Match Report
How It Unfolded
Bolton beat Port Vale 2-1 at University of Bolton Stadium, Regular Season - 34, 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 1.65 xG and Port Vale 0.52 xG, a combined 2.16. The scoreboard read 2-1 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 Bolton attack 1.15 / defence 0.57 against Port Vale attack 0.80 / defence 1.14, drawn from 79/33 games (CurrentSeason).
On the result, the model split it Bolton 65% | Draw 24% | Port Vale 11%, with Bolton to win its most likely call at 65%. The result followed the model's preferred path, landing its top-rated outcome.
Goals & Markets
The model rated Over 2.5 goals at 37%. The game delivered 3, so it went over — against the model's lean. Over 1.5 had been 64% and landed. On both teams to score, the model sat at 33% and the match saw both sides score — a miss on BTTS. Historically the two sides average 47% Over 2.5 across their same-competition games (Bolton 47%, Port Vale 47%), a base rate that pointed the other way from today's over. Their combined BTTS history runs at 46%, which did not match the both-scored outcome.
Trading Patterns vs Reality
Bolton's trading profile (79 games, 40 home) set some clear expectations: BTTS lands in 42% of their matches — today it did; they keep a clean sheet 35% of the time, and conceded here.
Port Vale's trading profile (79 games, 40 away) set some clear expectations: BTTS lands in 51% of their matches — today it did; they keep a clean sheet 32% of the time, and conceded here.
Form vs Result
The form lines were close — Bolton 1.67 PPG, Port Vale 1.54 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 (hit), Over 2.5 (miss), BTTS (miss). This one broke away from the data — most of the pre-match signals were overturned by how the ninety minutes actually played out.
💡 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.