Port Vale 1-2 Cheltenham – Result & Analysis
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Poisson rates Port Vale at 45% — current form provides partial corroboration, though signals are mixed in this Port Vale vs Cheltenham encounter.
✍️ Match Preview
Fixture Analysis
It is a League One clash, Regular Season - 16 as Port Vale welcome Cheltenham to Vale Park. Kick-off is set for Saturday 28 October 2023 at 15:00 UTC.
Recent Form
Across all League One games this season, Port Vale have gone 3W 2D 5L from 10 outings — a 1.10 PPG return. Last five: L L L D L. They are averaging 0.70 goals per game and conceding 1.20 — a modest attacking output that tempers optimism on the Over 2.5 market. 3 clean sheets from 10 outings provides some defensive foundation. Both teams have scored in just 30% of their matches, indicating a tendency toward clean sheets or low-scoring outcomes. This season is still relatively young for Port Vale, so this record blends games from this season and last.
Port Vale's home record at Vale Park: 4W 1D 5L from 10 League One appearances (1.30 PPG). At home they are averaging 0.80 goals scored and 1.00 conceded per game. 5 clean sheets from 10 home games (50%) — they are an exceptionally hard side to score against at Vale Park. At home, both teams have scored in only 20% of games — reinforcing BTTS No as the home-venue-backed angle.
Looking at all fixtures this season, Cheltenham stand at 1W 1D 8L from 10 League One matches — 0.40 PPG. Last five: L L D W L. Their scoring rate of 0.40 per game is modest, conceding 1.80 — 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 only 20% of their fixtures — a very low rate that strongly backs BTTS No. This season is still relatively young for Cheltenham, so this record blends games from this season and last.
Cheltenham's away record: 1W 2D 7L from 10 road trips in League One this season (0.50 PPG). Away from home they average 0.70 goals scored and 1.70 conceded per game. Away from home, both teams have scored in only 20% of games — a low rate that backs BTTS No when they travel.
Port Vale carry the stronger recent momentum — 0.70 PPG ahead of their opponents on 1.10 vs 0.40. The form data is a point in their favour, and where the price allows, it is the cleaner directional bet.
On the goals front, neither side scores or concedes freely enough to make BTTS Yes the call (using home/away splits). Port Vale's 20% and Cheltenham's 20% both sit well below average — BTTS No is the strongly backed angle.
H2H Record
There is little to separate the sides historically. From 2 previous meetings, Port Vale have won 0, Cheltenham 0, with 2 draws — a balanced ledger that offers no obvious directional steer on its own.
The 2 previous meetings have averaged 2.0 goals per game — a neutral rate that provides no strong lean on the goals market from the H2H alone. The most recent clash, on 28 Jan 2023, ended 0–0 with a draw.
The head-to-head offers no strong directional steer in either the result or goals markets. Form, the predictive model and current market pricing should carry more weight than the historical record for this fixture.
In-Play Profile
Port Vale in-play tendencies (60 games, 29 at home): they score before half-time in 55% of fixtures in home games; when goalless at HT, a second-half goal follows 79% of the time; BTTS occurs in 38% of their matches (home games); Over 2.5 goals lands in 38% of games (home games); they fail to score in 37% of games.
Cheltenham in-play tendencies (60 games, 29 at away): they score before half-time in 62% of fixtures in away games; when goalless at HT, a second-half goal follows 72% of the time; BTTS occurs in 28% of their matches (away games); Over 2.5 goals lands in 45% of games (away games); they fail to score in 50% of games.
BTTS rates are mixed from the trading data — Port Vale 43% versus Cheltenham 32%; no strong lean in either direction. The over/under 2.5 picture is inconclusive from the in-play data (Port Vale 48% | Cheltenham 42%).
Poisson Model
The Poisson distribution model projects Port Vale 1.19 xG and Cheltenham 0.80 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 0.769 / defence 0.975 | Cheltenham attack 0.744 / defence 1.205. League average goals — home 1.285 / away 1.102. Port Vale's attack strength of 0.769 is below the league average — the 1.19 xG projection reflects a team that scores at a discount to the division norm. Cheltenham bring a strong defensive rating of 1.205 — this is suppressing Port Vale's projected output below what their attack strength alone would suggest. Data: 60 Port Vale games / 60 Cheltenham games used (CurrentSeason).
Result probabilities: Port Vale 45% | Draw 30% | Cheltenham 25%. Fair-value odds: Port Vale 2.22 | Draw 3.33 | Cheltenham 4.00. Port Vale hold a narrow Poisson edge at 45% — the draw (30%) is close enough to merit draw-inclusive market consideration.
Goals markets: Over 2.5 probability 32% | BTTS probability 38% | Total xG 1.99. Under 2.5 is the strongly backed market at 68% probability — total xG of 1.99 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 38% is moderate — neither team is projected to score with enough certainty to make Yes a clear standalone call.
Analysis Verdict
On the Poisson output, Port Vale are the pick at 45% — moderate model lean. Current-season form corroborates the Poisson lean — partial multi-source support. With a 30% draw probability, Draw No Bet on Port Vale offers a more defensible entry point than the straight win.
Poisson projects 1.99 total expected goals, pointing to Under 2.5 at 32% probability — reasonable conviction, supported by form averaging 2.1 goals per game.
The Poisson model's BTTS call is No at 38%. Form rates corroborate: Port Vale 20% | Cheltenham 20% BTTS from recent games.
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💡 Key Insights
🏟️ Match Context
• Fixture: Port Vale vs Cheltenham | Competition: League One, Regular Season - 16 | Venue: Vale Park • Kick-off: Saturday 28 Oct 2023, 15:00 UTC • Data inputs: H2H history, form splits, prediction model signals, and market pricing
📊 Statistical Prediction
• Poisson result probabilities: Port Vale 45% | Draw 30% | Cheltenham 25% • Poisson goal markets: Over 2.5 32% | BTTS 38% | xG Port Vale 1.19 / Cheltenham 0.80 • Poisson strength factors: Port Vale attack 0.769 / def 0.975 | Cheltenham attack 0.744 / def 1.205 | league avg home 1.285 / away 1.102 • Poisson stance: Port Vale (45%) — moderate lean
🧮 Prediction Model
1.19
Port Vale xG
Expected Goals
0.80
Cheltenham xG
38%
BTTS
59%
Over 1.5
32%
Over 2.5
14%
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 Cheltenham kick off?
Port Vale vs Cheltenham kicked off at 15:00 on Saturday 28 October 2023 at Vale Park.
What was the final score in Port Vale vs Cheltenham?
Port Vale 1 - 2 Cheltenham.
Where is Port Vale vs Cheltenham being played?
The match is being played at Vale Park.
What competition is Port Vale vs Cheltenham part of?
Port Vale vs Cheltenham is a Regular Season - 16 fixture in the League One (England).
Who is favourite to win Port Vale vs Cheltenham?
Our statistical model gives Port Vale a 45% chance of winning, Cheltenham a 25% chance, and a 30% chance of a draw — making Port Vale the favourite.
Will both teams score in Port Vale vs Cheltenham?
Our model estimates a 38% probability that both Port Vale and Cheltenham will score (BTTS).
Will Port Vale vs Cheltenham have over 2.5 goals?
Our model puts the probability of over 2.5 goals in this match at 32%.
What is the head-to-head record between Port Vale and Cheltenham?
Record (2 meetings): Port Vale 0W | Draws 2 | Cheltenham 0W.
What form are Port Vale and Cheltenham in?
Port Vale (all comps): 3W-2D-5L in 10 | 1.10 PPG | GF 0.70 / GA 1.20 | L5 L-L-L-D-L. Cheltenham (all comps): 1W-1D-8L in 10 | 0.40 PPG | GF 0.40 / GA 1.80 | L5 L-L-D-W-L.
🧮 Model Insight
Model Mechanics
The model rates Port Vale's attack at 0.77x the league average against Cheltenham's defence at 1.21x — combine the two and it projects 1.19 expected goals for the hosts. The same calculation in reverse, Cheltenham's attack versus Port Vale's defence, projects 0.80 expected goals for the visitors.
These ratings are built from 60/60 games of current-season data — a full enough sample to trust.
Scoreline Breakdown
Of every possible scoreline, 0-0 carries the highest individual probability at 15.4% — still a long way from a near-certainty, which says something about how open this one is on paper. Close behind: 1-1 (14.7%), 1-0 (14.6%). Those top three scorelines alone account for 45% of the model's total probability mass — a relatively concentrated, predictable distribution for this fixture.
Most Likely Outcome
Port Vale Win
45%
2.21
30%
3.32
25%
4.05
Top 3 Most Likely Scorelines
1 – 0
16.3%
Home win
Most likely
0 – 0
13.7%
Draw
1 – 1
13.0%
Draw
Expected Goals & Win Odds
1.19
Port Vale xG
Total xG
1.99
0.80
Cheltenham xG
2.21
45%
Home win
3.32
30%
Draw
4.05
25%
Away win
Goals Markets
59%
Over 1.5
1.69
41%
Under 1.5
2.44
32%
Over 2.5
3.12
68%
Under 2.5
1.47
14%
Over 3.5
7.14
86%
Under 3.5
1.16
5%
Over 4.5
20.00
95%
Under 4.5
1.05
Match Markets
Both Teams to Score
38%
BTTS Yes
2.61
62%
BTTS No
1.62
Clean Sheet
45%
2.22
30%
3.29
Win to Nil
20%
4.92
8%
13.31
Score Probability Matrix (%)
| H \ A | 0 | 1 | 2 | 3 | 4 | 5 |
|---|---|---|---|---|---|---|
| 0 | 13.7 | 10.9 | 4.4 | 1.2 | 0.2 | – |
| 1 | 16.3 | 13.0 | 5.2 | 1.4 | 0.3 | – |
| 2 | 9.7 | 7.7 | 3.1 | 0.8 | 0.2 | – |
| 3 | 3.8 | 3.1 | 1.2 | 0.3 | 0.1 | – |
| 4 | 1.1 | 0.9 | 0.4 | 0.1 | – | – |
| 5 | 0.3 | 0.2 | 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 Cheltenham?
Our Poisson model rates 0-0 as the single most likely exact scoreline, at 15.4%.
How many goals are Port Vale and Cheltenham expected to score?
The model projects 1.19 expected goals for Port Vale and 0.80 for Cheltenham, a combined total of 1.99.
How confident is the prediction model for Port Vale vs Cheltenham?
Not very — the model's leading outcome sits at just 45%, meaning this is rated as a genuinely open contest with no dominant favourite.
📈 Form Insight
Where Both Sides Stand
Port Vale come into this having played 60 games, going 18W 13D 29L for 1.12 points per game. Their last five reads L-L-L-D-L. The sample for Port Vale is still a mix of this season and last, given how young the current campaign is.
On the other side, Cheltenham sit at 0.98 PPG from 60 outings (15W 14D 31L), a run that reads L-L-D-W-L across their last five. The sample for Cheltenham is still a mix of this season and last, given how young the current campaign is.
Form-wise this is close to level: Port Vale on 1.12 PPG, Cheltenham on 0.98. Other factors will likely decide this one more than recent results.
Home Ground vs the Road
Port Vale's home form reads 11W 5D 13L across 29 games on their own ground, a 1.31 PPG return.
Away from home, Cheltenham have taken 0.79 points per game from 29 outings (6W 5D 18L).
Comparing the two in their relevant venue splits, Port Vale 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
Port Vale are averaging 0.98 goals scored and 1.53 conceded per game recently; Cheltenham are on 0.82 scored and 1.40 conceded.
Last 60 Results — League One
Current season: same league only · Previous season: all leagues (covers promoted/relegated teams)
Port Vale
Blended
Cheltenham
Blended
❓ Frequently Asked Questions
What form are Port Vale and Cheltenham in coming into this match?
Port Vale have gone 18W 13D 29L in their last 60 games (1.12 PPG), while Cheltenham have gone 15W 14D 31L in their last 60 (0.98 PPG).
Which team has the better venue record — Port Vale at home or Cheltenham away?
Port Vale's home record (1.31 PPG) is the stronger of the two venue-specific splits — Port Vale at home: 1.31 PPG; Cheltenham away: 0.79 PPG.
Have Port Vale or Cheltenham been keeping clean sheets recently?
Port Vale have kept a clean sheet in 28% of their recent games, Cheltenham in 30%.
⚔️ Rivalry Insight
A Look Back
The fixture history between Port Vale and Cheltenham runs to 6 recorded meetings, the earliest dating back to September 2022. The pairing has crossed competitions too — League One, League Two all feature in the head-to-head log. It has been a while since the last meeting — 1 January 2025, some 2 years 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.
Port Vale's record when hosting Cheltenham specifically: 0W 2D 1L from 3 games — a narrower, venue-specific slice of the head-to-head picture.
Last 6 Meetings
0
Port Vale
4
Draws
2
Cheltenham
Recent Meetings
❓ Frequently Asked Questions
What is the head-to-head record between Port Vale and Cheltenham?
From 6 meetings on record, Port Vale have won 0, Cheltenham have won 2, and 4 have been drawn.
When did Port Vale and Cheltenham last play each other?
They last met on 1 January 2025, when Port Vale 0-0 Cheltenham.
Who has won more matches between Port Vale and Cheltenham?
Cheltenham have the better head-to-head record, with 2 wins from 6 meetings.
📈 Trading Insight
Half-Time Trends
Port Vale see a goal before the break in 55% of their matches.
Cheltenham are typically involved in an early goal — the half-time board shows at least one in 62% of their matches.
The Numbers That Matter
Clean sheets have been more common than shared scoring for these two — Port Vale 38% BTTS, Cheltenham 28%. That points toward BTTS No as the trading lean.
Over 2.5 has been close to a coin-flip for both sides — 38% (Port Vale) and 45% (Cheltenham).
On the defensive side: Port Vale keep a clean sheet in 38% of their matches; Port Vale have failed to score in 31% of games; Cheltenham in 55%.
Current season: same league only. Previous season: all leagues (covers promoted/relegated teams). All = any venue | Venue = Port Vale home games / Cheltenham 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 Cheltenham?
Not especially — both teams scoring has occurred in only 38% of Port Vale's recent matches and 28% of Cheltenham's, a rate that leans toward BTTS No.
Is Port Vale vs Cheltenham usually a high-scoring fixture?
Not particularly — Over 2.5 goals has come in for only 38% of Port Vale's recent games and 45% of Cheltenham's, pointing to a tighter contest.
Do Port Vale and Cheltenham tend to score early?
Port Vale have had a goal before half-time in 55% of their recent matches, Cheltenham in 62% — a useful reference point for first-half goal markets.
Shock result as Cheltenham defy the odds to beat Port Vale 1-2.
📝 Match Report
How It Unfolded
Cheltenham beat Port Vale 1-2 at Vale Park, Regular Season - 16, 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 Port Vale 1.19 xG and Cheltenham 0.80 xG, a combined 1.99. The scoreboard read 1-2 for 3 actual goals. Cheltenham outscored their 0.80 projection by 1.2. Those figures were built on strength ratings of Port Vale attack 0.77 / defence 0.97 against Cheltenham attack 0.74 / defence 1.21, drawn from 60/60 games (CurrentSeason).
On the result, the model split it Port Vale 45% | Draw 30% | Cheltenham 25%, with Port Vale to win its most likely call at 45%. Instead the game produced a Cheltenham win, an outcome the model had rated at just 25% — a clear break from expectation and a genuine upset by the numbers.
Goals & Markets
The model rated Over 2.5 goals at 32%. The game delivered 3, so it went over — the opposite of the projected direction. Over 1.5 had been 59% and landed. On both teams to score, the model sat at 38% and the match saw both sides score — a miss on BTTS. Historically the two sides average 45% Over 2.5 across their same-competition games (Port Vale 48%, Cheltenham 42%), a base rate that pointed the other way from today's over. Their combined BTTS history runs at 38%, which did not match the both-scored outcome.
Trading Patterns vs Reality
Port Vale's trading profile (60 games, 29 home) set some clear expectations: BTTS lands in 43% of their matches — today it did.
Cheltenham's trading profile (60 games, 29 away) set some clear expectations: BTTS lands in 32% of their matches — today it did; they keep a clean sheet 30% of the time, and conceded here.
Form vs Result
The form lines were close — Port Vale 1.12 PPG, Cheltenham 0.98 PPG — offering no strong steer, and the Cheltenham win broke the near-deadlock. Cheltenham (home/away splits) scored 2 against a 0.76 average — above their attacking norm.
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.