Cambridge United 0-1 Port Vale – Result & Analysis
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Poisson model rates Cambridge United at 46%, yet other data sources diverge — this Cambridge United vs Port Vale fixture contains genuine analytical tension.
✍️ Match Preview
Fixture Analysis
It is a League One clash, Regular Season - 16 as Cambridge United welcome Port Vale to Abbey Stadium. Kick-off is set for Saturday 22 October 2022 at 15:00 UTC.
Form Analysis
Looking at all fixtures this season, Cambridge United stand at 3W 1D 6L from 10 League One matches — 1.00 PPG. Last five: W L L L L. They are averaging 1.10 goals per game and conceding 1.90 — a modest attacking output that tempers optimism on the Over 2.5 market. 1 clean sheet from 10 outings provides some defensive foundation. This season is still relatively young for Cambridge United, so this record blends games from this season and last.
In front of their own supporters this season, Cambridge United have posted 5W 1D 4L at Abbey Stadium — 1.60 PPG. At home they are averaging 1.30 goals scored and 1.60 conceded per game. Their home PPG of 1.60 is noticeably stronger than their overall 1.00 — Cambridge United are significantly better at Abbey Stadium than their overall form suggests.
Port Vale — All Games: 3W 3D 4L from 10 League One fixtures this season — 1.20 PPG. Last five: W L L W D. Their scoring rate of 1.20 per game is modest, conceding 1.40 — not a side to back heavily on the Over 2.5 from their form alone. 1 clean sheet 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. This season is still relatively young for Port Vale, so this record blends games from this season and last.
Port Vale away from home this season: 4W 1D 5L from 10 away games — 1.30 PPG on the road. Away from home they average 1.10 goals scored and 1.50 conceded per game.
The form comparison is too close to call — 1.00 PPG (Cambridge United) versus 1.20 (Port Vale). When the figures are this level, no pick can be reliably derived from recent results alone.
In-Play Profile
Cambridge United in-play tendencies (60 games, 30 at home): they score before half-time in 73% of fixtures in home games; when goalless at HT, a second-half goal follows 88% of the time; BTTS occurs in 43% of their matches (home games); Over 2.5 goals lands in 43% of games (home games).
Port Vale in-play tendencies (60 games, 30 at away): they score before half-time in 73% of fixtures in away games; when goalless at HT, a second-half goal follows 69% of the time; BTTS occurs in 60% of their matches (away games); Over 2.5 goals lands in 50% of games (away games).
BTTS rates are mixed from the trading data — Cambridge United 52% versus Port Vale 55%; no strong lean in either direction. The over/under 2.5 picture is inconclusive from the in-play data (Cambridge United 52% | Port Vale 48%).
Poisson Model
The Poisson distribution model projects Cambridge United 1.56 xG and Port Vale 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: Cambridge United attack 0.940 / defence 1.180 | Port Vale attack 0.803 / defence 1.267. League average goals — home 1.312 / away 1.250. Port Vale bring a strong defensive rating of 1.267 — this is suppressing Cambridge United's projected output below what their attack strength alone would suggest. Data: 60 Cambridge United games / 13 Port Vale games used (CurrentSeason).
Result probabilities: Cambridge United 46% | Draw 25% | Port Vale 29%. Fair-value odds: Cambridge United 2.17 | Draw 4.00 | Port Vale 3.45. Cambridge United hold a narrow Poisson edge at 46% — the draw (25%) is close enough to merit draw-inclusive market consideration.
Goals markets: Over 2.5 probability 52% | BTTS probability 55% | Total xG 2.75. Over/Under 2.5 is close to a coin-flip at 52%/48% — the total xG of 2.75 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.
Our Verdict
Poisson rates Cambridge United as the most likely outcome at 46% — moderate model lean. With a 25% draw probability, Draw No Bet on Cambridge United offers a more defensible entry point than the straight win. The opposing side holds a 29% win probability per the model — this is not a banker and should be staked accordingly.
The Poisson model projects 2.75 xG in total — Over 2.5 at 52% — reasonable confidence, supported by form averaging 2.8 goals per game.
On the BTTS market, Poisson puts 55% on Yes. This conflicts with form data: Cambridge United 40% | Port Vale 40% from recent games — a notable divergence.
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💡 Key Insights
🏟️ Match Context
• Fixture: Cambridge United vs Port Vale | Competition: League One, Regular Season - 16 | Venue: Abbey Stadium • Kick-off: Saturday 22 Oct 2022, 15:00 UTC • Data inputs: H2H history, form splits, prediction model signals, and market pricing
📊 Statistical Prediction
• Poisson result probabilities: Cambridge United 46% | Draw 25% | Port Vale 29% • Poisson goal markets: Over 2.5 52% | BTTS 55% | xG Cambridge United 1.56 / Port Vale 1.18 • Poisson strength factors: Cambridge United attack 0.940 / def 1.180 | Port Vale attack 0.803 / def 1.267 | league avg home 1.312 / away 1.250 • Poisson stance: Cambridge United (46%) — moderate lean
🧮 Prediction Model
1.56
Cambridge United xG
Expected Goals
1.18
Port Vale xG
55%
BTTS
76%
Over 1.5
52%
Over 2.5
30%
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 Cambridge United vs Port Vale kick off?
Cambridge United vs Port Vale kicked off at 15:00 on Saturday 22 October 2022 at Abbey Stadium.
What was the final score in Cambridge United vs Port Vale?
Cambridge United 0 - 1 Port Vale.
Where is Cambridge United vs Port Vale being played?
The match is being played at Abbey Stadium.
What competition is Cambridge United vs Port Vale part of?
Cambridge United vs Port Vale is a Regular Season - 16 fixture in the League One (England).
Who is favourite to win Cambridge United vs Port Vale?
Our statistical model gives Cambridge United a 46% chance of winning, Port Vale a 29% chance, and a 25% chance of a draw — making Cambridge United the favourite.
Will both teams score in Cambridge United vs Port Vale?
Our model estimates a 55% probability that both Cambridge United and Port Vale will score (BTTS).
Will Cambridge United vs Port Vale have over 2.5 goals?
Our model puts the probability of over 2.5 goals in this match at 52%.
What is the head-to-head record between Cambridge United and Port Vale?
No recorded head-to-head meetings available in the dataset.
What form are Cambridge United and Port Vale in?
Cambridge United (all comps): 3W-1D-6L in 10 | 1.00 PPG | GF 1.10 / GA 1.90 | L5 W-L-L-L-L. Port Vale (all comps): 3W-3D-4L in 10 | 1.20 PPG | GF 1.20 / GA 1.40 | L5 W-L-L-W-D.
🧮 Model Insight
Model Mechanics
The model rates Cambridge United's attack at 0.94x the league average against Port Vale's defence at 1.27x — combine the two and it projects 1.56 expected goals for the hosts. The same calculation in reverse, Port Vale's attack versus Cambridge United's defence, projects 1.18 expected goals for the visitors.
These ratings are built from 60/13 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 13.4% — still a long way from a near-certainty, which says something about how open this one is on paper. Close behind: 2-1 (9.3%), 1-0 (8.5%). Those top three scorelines alone account for 31% of the model's total probability mass — a relatively concentrated, predictable distribution for this fixture.
Most Likely Outcome
Cambridge United Win
46%
2.17
25%
3.99
29%
3.46
Top 3 Most Likely Scorelines
1 – 1
11.9%
Draw
Most likely
1 – 0
10.0%
Home win
2 – 1
9.3%
Home win
Expected Goals & Win Odds
1.56
Cambridge United xG
Total xG
2.75
1.18
Port Vale xG
2.17
46%
Home win
3.99
25%
Draw
3.46
29%
Away win
Goals Markets
76%
Over 1.5
1.32
24%
Under 1.5
4.17
52%
Over 2.5
1.92
48%
Under 2.5
2.08
30%
Over 3.5
3.33
70%
Under 3.5
1.43
14%
Over 4.5
7.14
86%
Under 4.5
1.16
Match Markets
Both Teams to Score
55%
BTTS Yes
1.82
45%
BTTS No
2.22
Clean Sheet
31%
3.27
21%
4.77
Win to Nil
14%
7.09
6%
16.53
Score Probability Matrix (%)
| H \ A | 0 | 1 | 2 | 3 | 4 | 5 |
|---|---|---|---|---|---|---|
| 0 | 6.4 | 7.6 | 4.5 | 1.8 | 0.5 | 0.1 |
| 1 | 10.0 | 11.9 | 7.0 | 2.8 | 0.8 | 0.2 |
| 2 | 7.8 | 9.3 | 5.5 | 2.2 | 0.6 | 0.2 |
| 3 | 4.1 | 4.8 | 2.9 | 1.1 | 0.3 | 0.1 |
| 4 | 1.6 | 1.9 | 1.1 | 0.4 | 0.1 | – |
| 5 | 0.5 | 0.6 | 0.3 | 0.1 | – | – |
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 Cambridge United vs Port Vale?
Our Poisson model rates 1-1 as the single most likely exact scoreline, at 13.4%.
How many goals are Cambridge United and Port Vale expected to score?
The model projects 1.56 expected goals for Cambridge United and 1.18 for Port Vale, a combined total of 2.75.
How confident is the prediction model for Cambridge United vs Port Vale?
Not very — the model's leading outcome sits at just 46%, meaning this is rated as a genuinely open contest with no dominant favourite.
📈 Form Insight
Where Both Sides Stand
Across their last 60 outings, Cambridge United have picked up 1.23 PPG on a 20W 14D 26L record — W-L-L-L-L across the most recent five. The sample for Cambridge United is still a mix of this season and last, given how young the current campaign is.
Port Vale's form line: 28W 15D 17L from 60 games, 1.65 PPG, last five W-L-L-W-D. The sample for Port Vale is still a mix of this season and last, given how young the current campaign is.
Put side by side, Port Vale are the form team by 0.42 points per game — a gap wide enough to matter, though form alone rarely tells the whole story against Cambridge United.
Home Ground vs the Road
On home soil, Cambridge United have posted 1.47 PPG from 30 outings (12W 8D 10L).
On the road, Port Vale have gone 14W 7D 9L from 30 away games — 1.63 PPG when travelling.
The Goals Picture
Cambridge United are averaging 1.18 goals scored and 1.65 conceded per game recently; Port Vale are on 1.43 scored and 1.10 conceded.
Last 60 Results — League One
Current season: same league only · Previous season: all leagues (covers promoted/relegated teams)
Cambridge United
Blended
Port Vale
Blended
❓ Frequently Asked Questions
What form are Cambridge United and Port Vale in coming into this match?
Cambridge United have gone 20W 14D 26L in their last 60 games (1.23 PPG), while Port Vale have gone 28W 15D 17L in their last 60 (1.65 PPG).
Which team has the better venue record — Cambridge United at home or Port Vale away?
Port Vale's away record (1.63 PPG) is the stronger of the two venue-specific splits — Cambridge United at home: 1.47 PPG; Port Vale away: 1.63 PPG.
Have Cambridge United or Port Vale been keeping clean sheets recently?
Cambridge United have kept a clean sheet in 25% of their recent games, Port Vale in 32%.
⚔️ Rivalry Insight
A Look Back
The fixture history between Cambridge United and Port Vale runs to 4 recorded meetings, the earliest dating back to October 2022. Every recorded meeting has come in League One. It has been a while since the last meeting — 27 April 2024, some 1 year back — so squads and form on both sides may look very different now.
Digging Into the Numbers
The last 2 meetings have all been drawn — an unusually settled recent run for this fixture.
Cambridge United's record when hosting Port Vale specifically: 0W 1D 1L from 2 games — a narrower, venue-specific slice of the head-to-head picture.
Last 4 Meetings
1
Cambridge United
2
Draws
1
Port Vale
Recent Meetings
❓ Frequently Asked Questions
What is the head-to-head record between Cambridge United and Port Vale?
From 4 meetings on record, Cambridge United have won 1, Port Vale have won 1, and 2 have been drawn.
When did Cambridge United and Port Vale last play each other?
They last met on 27 April 2024, when Port Vale 0-0 Cambridge United.
📈 Trading Insight
Half-Time Trends
Cambridge United are typically involved in an early goal — the half-time board shows at least one in 73% 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 13% of those situations.
Port Vale are typically involved in an early goal — the half-time board shows at least one in 73% of their matches. They've gone in front at half-time 37% of the time. They've also shown some fight from behind, salvaging a draw or win after trailing at half-time in 17% of those situations.
The Numbers That Matter
BTTS sits in mixed territory for this pairing — Cambridge United 43%, Port Vale 60% — no strong lean either way from the trading data alone.
Over 2.5 has been close to a coin-flip for both sides — 43% (Cambridge United) and 50% (Port Vale).
On the defensive side: Cambridge United keep a clean sheet in 33% of their matches; Cambridge United have failed to score in 30% of games.
Current season: same league only. Previous season: all leagues (covers promoted/relegated teams). All = any venue | Venue = Cambridge United 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 Cambridge United play Port Vale?
Not especially — both teams scoring has occurred in only 43% of Cambridge United's recent matches and 60% of Port Vale's, a rate that leans toward BTTS No.
Is Cambridge United vs Port Vale usually a high-scoring fixture?
Not particularly — Over 2.5 goals has come in for only 43% of Cambridge United's recent games and 50% of Port Vale's, pointing to a tighter contest.
Do Cambridge United and Port Vale tend to score early?
Cambridge United have had a goal before half-time in 73% of their recent matches, Port Vale in 73% — a useful reference point for first-half goal markets.
Shock result as Port Vale defy the odds to beat Cambridge United 0-1.
📝 Match Report
How It Unfolded
Port Vale beat Cambridge United 0-1 at Abbey Stadium, Regular Season - 16, 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 Cambridge United 1.56 xG and Port Vale 1.18 xG, a combined 2.75. The scoreboard read 0-1 for 1 actual goal. Cambridge United fell 1.6 short of their projected output. Those figures were built on strength ratings of Cambridge United attack 0.94 / defence 1.18 against Port Vale attack 0.80 / defence 1.27, drawn from 60/13 games (CurrentSeason).
On the result, the model split it Cambridge United 46% | Draw 25% | Port Vale 29%, with Cambridge United to win its most likely call at 46%. The actual Port Vale win had been the model's second-ranked read at 29%, so the result diverged from the top call without being a shock.
Goals & Markets
The model rated Over 2.5 goals at 52%. The game delivered 1, so it stayed under — a miss for the goals model. Over 1.5 had been 76% and missed. On both teams to score, the model sat at 55% and the match did not — a miss on BTTS. Historically the two sides average 50% Over 2.5 across their same-competition games (Cambridge United 52%, Port Vale 48%), a base rate that pointed the other way from today's under. Their combined BTTS history runs at 53%, which did not match the one-sided outcome.
Trading Patterns vs Reality
Cambridge United's trading profile (60 games, 30 home) set some clear expectations: BTTS lands in 52% of their matches — today it did not; they fail to score in 27% of games, a blank that repeated today.
Port Vale's trading profile (60 games, 30 away) set some clear expectations: BTTS lands in 55% of their matches — today it did not; they keep a clean sheet 32% of the time, and duly kept one.
Form vs Result
On form, Port Vale arrived the stronger side — 1.65 PPG against 1.23. The form guide was vindicated by the result. Cambridge United (home/away splits) managed 0 against a 1.23 scoring average — below par going forward. Port Vale (home/away splits) conceded 0 against a 1.20 average — tighter than their form line.
Verdict
Grading the result against the stored data, 1 of 4 pre-match signals came in: result (miss), Over 2.5 (miss), BTTS (miss), form (hit). A poor return for the projections: the match defied the majority of what the numbers expected.
💡 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.