Cheltenham 0-0 Port Vale – Result & Analysis
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Poisson model rates Cheltenham at 42%, yet other data sources diverge — this Cheltenham vs Port Vale fixture contains genuine analytical tension.
✍️ Match Preview
Match Analysis
Cheltenham host Port Vale at Completely-Suzuki Stadium in League One, Regular Season - 29. Kick-off is scheduled for Saturday 28 January 2023 at 15:00 UTC.
Recent Form
Across all League One games this season, Cheltenham have gone 3W 1D 6L from 10 outings — a 1.00 PPG return. Last five: W L L L L. They are averaging 1.00 goals per game and conceding 1.40 — a modest attacking output that tempers optimism on the Over 2.5 market. 3 clean sheets from 10 outings provides some defensive foundation. This season is still relatively young for Cheltenham, so this record blends games from this season and last.
Cheltenham at Completely-Suzuki Stadium this season: 5W 1D 4L from 10 home games — 1.60 PPG on home soil. At home they are averaging 1.10 goals scored and 1.10 conceded per game. 5 clean sheets from 10 home games (50%) — they are an exceptionally hard side to score against at Completely-Suzuki Stadium. Their home PPG of 1.60 is noticeably stronger than their overall 1.00 — Cheltenham are significantly better at Completely-Suzuki Stadium than their overall form suggests.
Port Vale — All Games: 4W 1D 5L from 10 League One fixtures this season — 1.30 PPG. Last five: W L W L L. Their scoring rate of 1.00 per game is modest, conceding 1.40 — not a side to back heavily on the Over 2.5 from their form alone. 3 clean sheets from 10 outings suggests some defensive organisation. Both teams have scored in just 30% of their games, reflecting a regular tendency to keep or record clean sheets. This season is still relatively young for Port Vale, so this record blends games from this season and last.
On the road, Port Vale have gone 4W 2D 4L from 10 away fixtures this term (1.40 PPG). Away from home they average 1.10 goals scored and 1.50 conceded per game.
There is minimal separation in the form figures — Cheltenham at 1.00 PPG versus Port Vale's 1.30. The form guide is not providing a strong directional steer; the model and market data will carry more weight in the final assessment.
Head to Head
There is little to separate the sides historically. From 1 previous meetings, Cheltenham have won 0, Port Vale 0, with 1 draws — a balanced ledger that offers no obvious directional steer on its own.
The 1 previous encounters between these sides have been high-scoring affairs — 4.0 goals per contest on average. Historical precedent backs the Over 2.5 goals market. The most recent clash, on 3 Sep 2022, ended 2–2 with a draw.
With the win record balanced, the strongest H2H-derived signal is in the goals market. At 4.0 goals per game historically, Over 2.5 is the cleaner angle to extract from the head-to-head data.
Trading Patterns
Cheltenham in-play and half-time data (72 games, 35 at home): they score before half-time in 71% of fixtures in home games; when goalless at HT, a second-half goal follows 78% of the time; BTTS occurs in 54% of their matches (home games); Over 2.5 goals lands in 51% of games (home games).
Port Vale in-play and half-time data (72 games, 35 at away): they score before half-time in 69% of fixtures in away games; when goalless at HT, a second-half goal follows 82% of the time; BTTS occurs in 54% of their matches (away games); Over 2.5 goals lands in 51% of games (away games).
BTTS rates are mixed from the trading data — Cheltenham 56% versus Port Vale 51%; no strong lean in either direction. The over/under 2.5 picture is inconclusive from the in-play data (Cheltenham 51% | Port Vale 47%).
Poisson Model
The Poisson distribution model projects Cheltenham 1.35 xG and Port Vale 1.12 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: Cheltenham attack 0.918 / defence 1.098 | Port Vale attack 0.904 / defence 1.119. League average goals — home 1.318 / away 1.129. Data: 72 Cheltenham games / 26 Port Vale games used (CurrentSeason).
Result probabilities: Cheltenham 42% | Draw 27% | Port Vale 31%. Fair-value odds: Cheltenham 2.38 | Draw 3.70 | Port Vale 3.23. This is a low-confidence result — no outcome exceeds 45%. The draw at 27% is a primary outcome, not an afterthought.
Goals markets: Over 2.5 probability 45% | BTTS probability 50% | Total xG 2.48. Under 2.5 has a narrow probability edge at 55% — total xG of 2.48 is below the line but not decisively so. BTTS probability of 50% is moderate — neither team is projected to score with enough certainty to make Yes a clear standalone call.
Summary & Verdict
The Poisson model's primary lean is Cheltenham at 42% — marginal model lean. With a 27% draw probability, Draw No Bet on Cheltenham offers a more defensible entry point than the straight win. The opposing side holds a 31% win probability per the model — this is not a banker and should be staked accordingly.
Poisson projects 2.48 total expected goals, pointing to Under 2.5 at 45% probability — Poisson-only — limited corroboration conviction.
The Poisson model's BTTS call is Yes at 50%. This conflicts with form data: Cheltenham 40% | Port Vale 40% from recent games — a notable divergence.
The outsider holds a 31% 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: Cheltenham vs Port Vale | Competition: League One, Regular Season - 29 | Venue: Completely-Suzuki Stadium • Kick-off: Saturday 28 Jan 2023, 15:00 UTC • Data inputs: H2H history, form splits, prediction model signals, and market pricing
📊 Statistical Prediction
• Poisson result probabilities: Cheltenham 42% | Draw 27% | Port Vale 31% • Poisson goal markets: Over 2.5 45% | BTTS 50% | xG Cheltenham 1.35 / Port Vale 1.12 • Poisson strength factors: Cheltenham attack 0.918 / def 1.098 | Port Vale attack 0.904 / def 1.119 | league avg home 1.318 / away 1.129 • Poisson stance: Cheltenham (42%) — low confidence — close contest
🧮 Prediction Model
1.35
Cheltenham xG
Expected Goals
1.12
Port Vale xG
50%
BTTS
71%
Over 1.5
45%
Over 2.5
24%
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 Cheltenham vs Port Vale kick off?
Cheltenham vs Port Vale kicked off at 15:00 on Saturday 28 January 2023 at Completely-Suzuki Stadium.
What was the final score in Cheltenham vs Port Vale?
Cheltenham 0 - 0 Port Vale.
Where is Cheltenham vs Port Vale being played?
The match is being played at Completely-Suzuki Stadium.
What competition is Cheltenham vs Port Vale part of?
Cheltenham vs Port Vale is a Regular Season - 29 fixture in the League One (England).
Who is favourite to win Cheltenham vs Port Vale?
Our statistical model gives Cheltenham a 42% chance of winning, Port Vale a 31% chance, and a 27% chance of a draw — making Cheltenham the favourite.
Will both teams score in Cheltenham vs Port Vale?
Our model estimates a 50% probability that both Cheltenham and Port Vale will score (BTTS).
Will Cheltenham vs Port Vale have over 2.5 goals?
Our model puts the probability of over 2.5 goals in this match at 45%.
What is the head-to-head record between Cheltenham and Port Vale?
Record (1 meetings): Cheltenham 0W | Draws 1 | Port Vale 0W.
What form are Cheltenham and Port Vale in?
Cheltenham (all comps): 3W-1D-6L in 10 | 1.00 PPG | GF 1.00 / GA 1.40 | L5 W-L-L-L-L. Port Vale (all comps): 4W-1D-5L in 10 | 1.30 PPG | GF 1.00 / GA 1.40 | L5 W-L-W-L-L.
🧮 Model Insight
How the Model Works This Match
The model rates Cheltenham's attack at 0.92x the league average against Port Vale's defence at 1.12x — combine the two and it projects 1.35 expected goals for the hosts. The same calculation in reverse, Port Vale's attack versus Cheltenham's defence, projects 1.12 expected goals for the visitors.
These ratings are built from 72/26 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 14.4% — still a long way from a near-certainty, which says something about how open this one is on paper. Close behind: 0-0 (10.1%), 1-0 (9.7%). Those top three scorelines alone account for 34% of the model's total probability mass — a relatively concentrated, predictable distribution for this fixture.
Most Likely Outcome
Cheltenham Win
42%
2.38
27%
3.68
31%
3.24
Top 3 Most Likely Scorelines
1 – 1
12.8%
Draw
Most likely
1 – 0
11.4%
Home win
0 – 1
9.4%
Away win
Expected Goals & Win Odds
1.35
Cheltenham xG
Total xG
2.48
1.12
Port Vale xG
2.38
42%
Home win
3.68
27%
Draw
3.24
31%
Away win
Goals Markets
71%
Over 1.5
1.41
29%
Under 1.5
3.45
45%
Over 2.5
2.22
55%
Under 2.5
1.82
24%
Over 3.5
4.17
76%
Under 3.5
1.32
11%
Over 4.5
9.09
89%
Under 4.5
1.12
Match Markets
Both Teams to Score
50%
BTTS Yes
1.99
50%
BTTS No
2.01
Clean Sheet
33%
3.07
26%
3.88
Win to Nil
14%
7.31
8%
12.58
Score Probability Matrix (%)
| H \ A | 0 | 1 | 2 | 3 | 4 | 5 |
|---|---|---|---|---|---|---|
| 0 | 8.4 | 9.4 | 5.3 | 2.0 | 0.6 | 0.1 |
| 1 | 11.4 | 12.8 | 7.2 | 2.7 | 0.7 | 0.2 |
| 2 | 7.7 | 8.7 | 4.8 | 1.8 | 0.5 | 0.1 |
| 3 | 3.5 | 3.9 | 2.2 | 0.8 | 0.2 | 0.1 |
| 4 | 1.2 | 1.3 | 0.7 | 0.3 | 0.1 | – |
| 5 | 0.3 | 0.4 | 0.2 | 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 Cheltenham vs Port Vale?
Our Poisson model rates 1-1 as the single most likely exact scoreline, at 14.4%.
How many goals are Cheltenham and Port Vale expected to score?
The model projects 1.35 expected goals for Cheltenham and 1.12 for Port Vale, a combined total of 2.48.
How confident is the prediction model for Cheltenham vs Port Vale?
Not very — the model's leading outcome sits at just 42%, meaning this is rated as a genuinely open contest with no dominant favourite.
📈 Form Insight
Form at a Glance
Across their last 72 outings, Cheltenham have picked up 1.17 PPG on a 21W 21D 30L record — W-L-L-L-L across the most recent five. The sample for Cheltenham is still a mix of this season and last, given how young the current campaign is.
Port Vale's form line: 34W 15D 23L from 72 games, 1.62 PPG, last five W-L-W-L-L. 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 0.45 points per game — a gap wide enough to matter, though form alone rarely tells the whole story against Cheltenham.
Venue Form
On home soil, Cheltenham have posted 1.51 PPG from 35 outings (15W 8D 12L).
On the road, Port Vale have gone 16W 7D 12L from 35 away games — 1.57 PPG when travelling.
Goals in Recent Form
Cheltenham are averaging 1.24 goals scored and 1.58 conceded per game recently; Port Vale are on 1.39 scored and 1.15 conceded.
Last 72 Results — League One
Current season: same league only · Previous season: all leagues (covers promoted/relegated teams)
Cheltenham
Blended
Port Vale
Blended
❓ Frequently Asked Questions
What form are Cheltenham and Port Vale in coming into this match?
Cheltenham have gone 21W 21D 30L in their last 72 games (1.17 PPG), while Port Vale have gone 34W 15D 23L in their last 72 (1.62 PPG).
Which team has the better venue record — Cheltenham at home or Port Vale away?
Port Vale's away record (1.57 PPG) is the stronger of the two venue-specific splits — Cheltenham at home: 1.51 PPG; Port Vale away: 1.57 PPG.
Have Cheltenham or Port Vale been keeping clean sheets recently?
Cheltenham have kept a clean sheet in 24% 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 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.
Streaks & Records
The last 2 meetings have all been drawn — an unusually settled recent run for this fixture.
Cheltenham's record when hosting Port Vale specifically: 1W 2D 0L from 3 games — a narrower, venue-specific slice of the head-to-head picture.
Last 6 Meetings
2
Cheltenham
4
Draws
0
Port Vale
Recent Meetings
❓ Frequently Asked Questions
What is the head-to-head record between Cheltenham and Port Vale?
From 6 meetings on record, Cheltenham have won 2, Port Vale have won 0, and 4 have been drawn.
When did Cheltenham and Port Vale last play each other?
They last met on 1 January 2025, when Port Vale 0-0 Cheltenham.
Who has won more matches between Cheltenham and Port Vale?
Cheltenham have the better head-to-head record, with 2 wins from 6 meetings.
📈 Trading Insight
First-Half Patterns
Cheltenham are typically involved in an early goal — the half-time board shows at least one in 71% of their matches. They've gone in front at half-time 31% of the time, though they've let that lead slip 17% of the time they've held it — worth watching if they're only ahead by one. They've also shown some fight from behind, salvaging a draw or win after trailing at half-time in 11% of those situations.
Port Vale are typically involved in an early goal — the half-time board shows at least one in 69% of their matches. They've gone in front at half-time 29% 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.
Full-Time Trends
BTTS sits in mixed territory for this pairing — Cheltenham 54%, Port Vale 54% — no strong lean either way from the trading data alone.
Over 2.5 has been close to a coin-flip for both sides — 51% (Cheltenham) and 51% (Port Vale).
On the defensive side: Cheltenham keep a clean sheet in 31% of their matches.
Current season: same league only. Previous season: all leagues (covers promoted/relegated teams). All = any venue | Venue = Cheltenham 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 Cheltenham play Port Vale?
Not especially — both teams scoring has occurred in only 54% of Cheltenham's recent matches and 54% of Port Vale's, a rate that leans toward BTTS No.
Is Cheltenham vs Port Vale usually a high-scoring fixture?
Not particularly — Over 2.5 goals has come in for only 51% of Cheltenham's recent games and 51% of Port Vale's, pointing to a tighter contest.
Do Cheltenham and Port Vale tend to score early?
Cheltenham have had a goal before half-time in 71% of their recent matches, Port Vale in 69% — a useful reference point for first-half goal markets.
Stalemate at Cheltenham's ground as both sides cancel each other out in a goalless draw.
📝 Match Report
How It Unfolded
The points were shared at Completely-Suzuki Stadium, Regular Season - 29, as Cheltenham and Port Vale drew 0-0 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 Cheltenham 1.35 xG and Port Vale 1.12 xG, a combined 2.48. The scoreboard read 0-0 for 0 actual goals. Cheltenham fell 1.4 short of their projected output. Port Vale landed 1.1 under their projected return. Those figures were built on strength ratings of Cheltenham attack 0.92 / defence 1.10 against Port Vale attack 0.90 / defence 1.12, drawn from 72/26 games (CurrentSeason).
On the result, the model split it Cheltenham 42% | Draw 27% | Port Vale 31%, with Cheltenham to win its most likely call at 42%. The actual draw had been the model's second-ranked read at 27%, so the result diverged from the top call without being a shock.
Goals & Markets
The model rated Over 2.5 goals at 45%. The game delivered 0, so it stayed under — a call the model got right. Over 1.5 had been 71% and missed. On both teams to score, the model sat at 50% and the match did not — a miss on BTTS. Historically the two sides average 49% Over 2.5 across their same-competition games (Cheltenham 51%, Port Vale 47%), a base rate that agreed with today's under. Their combined BTTS history runs at 54%, which did not match the one-sided outcome.
Trading Patterns vs Reality
Cheltenham's trading profile (72 games, 35 home) set some clear expectations: BTTS lands in 56% of their matches — today it did not; they fail to score in 26% of games, a blank that repeated today.
Port Vale's trading profile (72 games, 35 away) set some clear expectations: BTTS lands in 51% 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 — 1.62 PPG against 1.17. The form guide was only half-right: the stronger side did not lose, but could not convert the edge into a win. Cheltenham (home/away splits) managed 0 against a 1.31 scoring average — below par going forward and conceded 0 against a 1.31 average — tighter than their form line. Port Vale (home/away splits) managed 0 against a 1.34 scoring average — below par going forward and conceded 0 against a 1.29 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 (hit), BTTS (miss), form (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.