Port Vale 1-0 Swindon Town – Result & Analysis
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Poisson model rates Swindon Town at 44%, yet other data sources diverge — this Port Vale vs Swindon Town fixture contains genuine analytical tension.
✍️ Match Preview
Pre-Match Analysis
Port Vale and Swindon Town meet at Vale Park in League Two, Promotion Play-offs - Semi-finals. This fixture gets under way on Thursday 19 May 2022 at 19:45 UTC.
Current Form
Port Vale's overall League Two record this term: 6W 0D 4L from 10 games (1.80 PPG). Last five: L L L W L. They are averaging 1.30 goals per game and conceding 1.20 — a modest attacking output that tempers optimism on the Over 2.5 market. 4 clean sheets in 10 games (40%) reflects a solid defensive base.
Port Vale's form when playing at home: 5W 3D 2L across 10 games at Vale Park this term (1.80 PPG). At home they are averaging 1.70 goals scored and 1.00 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.
Swindon Town have collected 1.90 PPG across 10 League Two outings this season: 6W 1D 3L. Last five: W W W W W. They are scoring at 1.80 per game and conceding 1.00. 3 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, Swindon Town have gone 5W 2D 3L from 10 away fixtures this term (1.70 PPG). They are averaging 1.80 goals per away game — strong road scoring that makes them a threat even without home support. 4 clean sheets from 10 away games (40%) shows they are capable of shutting up shop on the road.
Both sides are running at similar form levels — 1.80 PPG for Port Vale against 1.90 for Swindon Town. There is no clear form edge to exploit here; other signals need to take the lead.
H2H Analysis
The head-to-head record is closely matched — Port Vale lead 1W to 2W over the last 3 encounters, with 0 draws, though neither side has established a commanding advantage.
These two sides have produced goals at a consistent rate historically, averaging 3.3 per game across 3 meetings. That scoring profile provides genuine support for the Over 2.5 angle. The most recent clash, on 15 May 2022, ended 1–2 with Swindon Town winning.
With the win record balanced, the strongest H2H-derived signal is in the goals market. At 3.3 goals per game historically, Over 2.5 is the cleaner angle to extract from the head-to-head data.
Trading & In-Play
Port Vale — key trading statistics (47 games, 23 at home): they score before half-time in 70% of fixtures in home games; when goalless at HT, a second-half goal follows 64% of the time; BTTS occurs in 48% of their matches (home games); Over 2.5 goals lands in 44% of games (home games).
Swindon Town — key trading statistics (47 games, 23 at away): they score before half-time in 61% of fixtures in away games; when goalless at HT, a second-half goal follows 79% of the time; two or more arrive in the second half on 58% of those occasions; BTTS occurs in 65% of their matches (away games); Over 2.5 goals lands in 70% of games (away games).
From a combined perspective, both sides have high BTTS rates — Port Vale 55% and Swindon Town 66% — which reinforces the BTTS Yes angle from in-play data. The over/under 2.5 picture is inconclusive from the in-play data (Port Vale 43% | Swindon Town 66%).
Poisson Model
The Poisson distribution model projects Port Vale 1.37 xG and Swindon Town 1.65 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: Port Vale attack 1.127 / defence 1.124 | Swindon Town attack 1.271 / defence 1.176. League average goals — home 1.032 / away 1.152. Swindon Town have an above-average attack strength of 1.271 — the away xG of 1.65 is driven by genuine attacking quality on the road. Data: 46 Port Vale games / 46 Swindon Town games used (CurrentSeason).
Result probabilities: Port Vale 32% | Draw 24% | Swindon Town 44%. Fair-value odds: Port Vale 3.12 | Draw 4.17 | Swindon Town 2.27. This is a low-confidence result — no outcome exceeds 45%. The draw at 24% is a primary outcome, not an afterthought.
Goals markets: Over 2.5 probability 58% | BTTS probability 60% | Total xG 3.01. Over 2.5 holds a meaningful probability edge at 58% — the 3.01 total xG provides moderate support, though the model is not projecting a high-scoring game. BTTS Yes at 60% reflects that both xG figures (1.37 / 1.65) are above the threshold where scoring blanks become the primary outcome — both sides are projected to find the net.
Picks & Verdict
On the Poisson output, Swindon Town are the pick at 44% — marginal model lean. Draw probability of 24% warrants consideration of Double Chance or Draw No Bet on Swindon Town if the outright odds are short. The opposing side holds a 32% win probability per the model — this is not a banker and should be staked accordingly.
The Poisson model projects 3.01 xG in total — Over 2.5 at 58% — strong confidence, supported by form averaging 2.9 goals per game and H2H averaging 3.3 goals per meeting.
Poisson assigns a 60% probability to BTTS Yes based on the attack/defence strength model. Form rates corroborate: Port Vale 60% | Swindon Town 50% BTTS from recent games.
The outsider holds a 32% 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: Port Vale vs Swindon Town | Competition: League Two, Promotion Play-offs - Semi-finals | Venue: Vale Park • Kick-off: Thursday 19 May 2022, 19:45 UTC • Data inputs: H2H history, form splits, prediction model signals, and market pricing
📊 Statistical Prediction
• Poisson result probabilities: Port Vale 32% | Draw 24% | Swindon Town 44% • Poisson goal markets: Over 2.5 58% | BTTS 60% | xG Port Vale 1.37 / Swindon Town 1.65 • Poisson strength factors: Port Vale attack 1.127 / def 1.124 | Swindon Town attack 1.271 / def 1.176 | league avg home 1.032 / away 1.152 • Poisson stance: Swindon Town (44%) — low confidence — close contest
🧮 Prediction Model
1.37
Port Vale xG
Expected Goals
1.65
Swindon Town xG
60%
BTTS
80%
Over 1.5
58%
Over 2.5
36%
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 Port Vale vs Swindon Town kick off?
Port Vale vs Swindon Town kicked off at 19:45 on Thursday 19 May 2022 at Vale Park.
What was the final score in Port Vale vs Swindon Town?
Port Vale 1 - 0 Swindon Town.
Where is Port Vale vs Swindon Town being played?
The match is being played at Vale Park.
What competition is Port Vale vs Swindon Town part of?
Port Vale vs Swindon Town is a Promotion Play-offs - Semi-finals fixture in the League Two (England).
Who is favourite to win Port Vale vs Swindon Town?
Our statistical model gives Port Vale a 32% chance of winning, Swindon Town a 44% chance, and a 24% chance of a draw — making Swindon Town the favourite.
Will both teams score in Port Vale vs Swindon Town?
Our model estimates a 60% probability that both Port Vale and Swindon Town will score (BTTS).
Will Port Vale vs Swindon Town have over 2.5 goals?
Our model puts the probability of over 2.5 goals in this match at 58%.
What is the head-to-head record between Port Vale and Swindon Town?
Record (3 meetings): Port Vale 1W | Draws 0 | Swindon Town 2W.
What form are Port Vale and Swindon Town in?
Port Vale (all comps): 6W-0D-4L in 10 | 1.80 PPG | GF 1.30 / GA 1.20 | L5 L-L-L-W-L. Swindon Town (all comps): 6W-1D-3L in 10 | 1.90 PPG | GF 1.80 / GA 1.00 | L5 W-W-W-W-W.
🧮 Model Insight
Where the Numbers Come From
Working from Port Vale's attack rating (1.13) and Swindon Town's defence rating (1.18), the model arrives at 1.37 expected goals for the home side. Flip it around — Swindon Town's attack (1.27x) against Port Vale's defence (1.12x) — and the away total comes out at 1.65.
These ratings are built from 46/46 games of current-season data — a full enough sample to trust.
The Exact-Score Picture
Run the expected-goals figures through the full scoreline distribution and 1-1 emerges as the single most likely result, at 12.5%. Close behind: 1-2 (9.1%), 2-1 (7.6%). Together the top three scorelines make up 29% of the probability — a moderately spread distribution, typical of a competitive match-up.
Most Likely Outcome
Swindon Town Win
32%
3.13
24%
4.17
44%
2.27
Top 3 Most Likely Scorelines
1 – 1
11.1%
Draw
Most likely
1 – 2
9.1%
Away win
0 – 1
8.1%
Away win
Expected Goals & Win Odds
1.37
Port Vale xG
Total xG
3.01
1.65
Swindon Town xG
3.13
32%
Home win
4.17
24%
Draw
2.27
44%
Away win
Goals Markets
80%
Over 1.5
1.25
20%
Under 1.5
5.00
58%
Over 2.5
1.72
42%
Under 2.5
2.38
36%
Over 3.5
2.78
64%
Under 3.5
1.56
19%
Over 4.5
5.26
81%
Under 4.5
1.23
Match Markets
Both Teams to Score
60%
BTTS Yes
1.66
40%
BTTS No
2.51
Clean Sheet
19%
5.19
25%
3.93
Win to Nil
6%
16.25
11%
8.91
Score Probability Matrix (%)
| H \ A | 0 | 1 | 2 | 3 | 4 | 5 |
|---|---|---|---|---|---|---|
| 0 | 4.9 | 8.1 | 6.7 | 3.6 | 1.5 | 0.5 |
| 1 | 6.7 | 11.1 | 9.1 | 5.0 | 2.1 | 0.7 |
| 2 | 4.6 | 7.6 | 6.2 | 3.4 | 1.4 | 0.5 |
| 3 | 2.1 | 3.4 | 2.8 | 1.6 | 0.6 | 0.2 |
| 4 | 0.7 | 1.2 | 1.0 | 0.5 | 0.2 | 0.1 |
| 5 | 0.2 | 0.3 | 0.3 | 0.1 | 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 Port Vale vs Swindon Town?
Our Poisson model rates 1-1 as the single most likely exact scoreline, at 12.5%.
How many goals are Port Vale and Swindon Town expected to score?
The model projects 1.37 expected goals for Port Vale and 1.65 for Swindon Town, a combined total of 3.01.
How confident is the prediction model for Port Vale vs Swindon Town?
Not very — the model's leading outcome sits at just 44%, meaning this is rated as a genuinely open contest with no dominant favourite.
📈 Form Insight
Recent Form Overview
Port Vale come into this having played 47 games, going 22W 12D 13L for 1.66 points per game. Their last five reads L-L-L-W-L.
On the other side, Swindon Town sit at 1.70 PPG from 47 outings (23W 11D 13L), a run that reads W-W-W-W-W across their last five.
There isn't much between them on recent form — 1.66 PPG for Port Vale against 1.70 for Swindon Town. Neither side arrives with a clear form advantage.
How They Fare by Venue
Port Vale's home form reads 11W 6D 6L across 23 games on their own ground, a 1.70 PPG return.
Away from home, Swindon Town have taken 1.87 points per game from 23 outings (13W 4D 6L).
Attack vs Defence
Port Vale are averaging 1.45 goals scored and 1.02 conceded per game recently; Swindon Town are on 1.68 scored and 1.17 conceded.
On BTTS specifically: Swindon Town in 66%.
Last 47 Results — League Two
Current season: same league only · Previous season: all leagues (covers promoted/relegated teams)
Port Vale
Current Season
Swindon Town
Current Season
❓ Frequently Asked Questions
What form are Port Vale and Swindon Town in coming into this match?
Port Vale have gone 22W 12D 13L in their last 47 games (1.66 PPG), while Swindon Town have gone 23W 11D 13L in their last 47 (1.70 PPG).
Which team has the better venue record — Port Vale at home or Swindon Town away?
Swindon Town's away record (1.87 PPG) is the stronger of the two venue-specific splits — Port Vale at home: 1.70 PPG; Swindon Town away: 1.87 PPG.
Have Port Vale or Swindon Town been keeping clean sheets recently?
Port Vale have kept a clean sheet in 34% of their recent games, Swindon Town in 28%.
⚔️ Rivalry Insight
The Rivalry So Far
These sides have met 6 times that we have on record, stretching back to September 2021 — a rivalry that has played out across roughly 3 years. Every recorded meeting has come in League Two. It has been a while since the last meeting — 8 February 2025, some 3 years back — so squads and form on both sides may look very different now.
Notable Numbers
Specifically as hosts in this fixture, Port Vale have gone 2W 0D 1L from 3 meetings on their own ground against Swindon Town — worth weighing alongside the overall series record.
Last 6 Meetings
3
Port Vale
1
Draws
2
Swindon Town
Recent Meetings
❓ Frequently Asked Questions
What is the head-to-head record between Port Vale and Swindon Town?
From 6 meetings on record, Port Vale have won 3, Swindon Town have won 2, and 1 have been drawn.
When did Port Vale and Swindon Town last play each other?
They last met on 8 February 2025, when Swindon Town 3-3 Port Vale.
Who has won more matches between Port Vale and Swindon Town?
Port Vale have the better head-to-head record, with 3 wins from 6 meetings.
📈 Trading Insight
Early Goal Trends
Port Vale 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 35% of the time.
Swindon Town are typically involved in an early goal — the half-time board shows at least one in 61% of their matches. They've gone in front at half-time 30% of the time.
Full-Time Markets
BTTS sits in mixed territory for this pairing — Port Vale 48%, Swindon Town 65% — no strong lean either way from the trading data alone.
Over 2.5 has been close to a coin-flip for both sides — 44% (Port Vale) and 70% (Swindon Town). Stepping up a level, Over 3.5 has also landed reasonably often — 35% and 39% respectively — worth a look for goal-hungry markets.
On the defensive side: Port Vale keep a clean sheet in 44% of their matches; Port Vale have failed to score in 26% of games.
Current season: same league only. Previous season: all leagues (covers promoted/relegated teams). All = any venue | Venue = Port Vale home games / Swindon Town away games. HT metrics require half-time score data — shown as — where unavailable.
❓ Frequently Asked Questions
Do both teams usually score when Port Vale play Swindon Town?
Yes — based on recent matches, both teams have scored in 48% of Port Vale's games and 65% of Swindon Town's, a combined rate that favours BTTS Yes.
Is Port Vale vs Swindon Town usually a high-scoring fixture?
Recent trends suggest it could be — Over 2.5 goals has landed in 44% of Port Vale's matches and 70% of Swindon Town's.
Do Port Vale and Swindon Town tend to score early?
Port Vale have had a goal before half-time in 70% of their recent matches, Swindon Town in 61% — a useful reference point for first-half goal markets.
Shock result as Port Vale defy the odds to beat Swindon Town 1-0.
📝 Match Report
How It Unfolded
Port Vale beat Swindon Town 1-0 at Vale Park, Promotion Play-offs - Semi-finals, in the League Two. 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 Port Vale 1.37 xG and Swindon Town 1.65 xG, a combined 3.01. The scoreboard read 1-0 for 1 actual goal. Swindon Town landed 1.6 under their projected return. Those figures were built on strength ratings of Port Vale attack 1.13 / defence 1.12 against Swindon Town attack 1.27 / defence 1.18, drawn from 46/46 games (CurrentSeason).
On the result, the model split it Port Vale 32% | Draw 24% | Swindon Town 44%, with Swindon Town to win its most likely call at 44%. The actual Port Vale win had been the model's second-ranked read at 32%, so the result diverged from the top call without being a shock.
Goals & Markets
The model rated Over 2.5 goals at 58%. The game delivered 1, so it stayed under — the opposite of the projected direction. Over 1.5 had been 80% and missed. On both teams to score, the model sat at 60% and the match did not — a miss on BTTS. Historically the two sides average 54% Over 2.5 across their same-competition games (Port Vale 43%, Swindon Town 66%), a base rate that pointed the other way from today's under. Their combined BTTS history runs at 61%, which did not match the one-sided outcome.
Trading Patterns vs Reality
Port Vale's trading profile (47 games, 23 home) set some clear expectations: BTTS lands in 55% of their matches — today it did not; they keep a clean sheet 34% of the time, and duly kept one.
Swindon Town's trading profile (47 games, 23 away) set some clear expectations: BTTS lands in 66% of their matches — today it did not.
Form vs Result
The form lines were close — Port Vale 1.66 PPG, Swindon Town 1.70 PPG — offering no strong steer, and the Port Vale win broke the near-deadlock. Port Vale (home/away splits) conceded 0 against a 0.96 average — tighter than their form line. Swindon Town (home/away splits) managed 0 against a 1.83 scoring average — below par going forward.
Verdict
Grading the result against the stored data, 0 of 3 pre-match signals came in: result (miss), Over 2.5 (miss), BTTS (miss). 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.