Cheltenham 1-1 Ipswich – Result & Analysis
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Poisson rates Ipswich at 48% — current form provides partial corroboration, though signals are mixed in this Cheltenham vs Ipswich encounter.
✍️ Match Preview
Fixture Analysis
It is a League One clash, Regular Season - 41 as Cheltenham welcome Ipswich to Completely-Suzuki Stadium. Kick-off is set for Monday 10 April 2023 at 15:00 UTC.
Form Guide
Cheltenham — All Games: 3W 3D 4L from 10 League One outings this season, averaging 1.20 points per game. Last five: W W D D L. They are averaging 0.90 goals per game and conceding 1.50 — 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. Both teams have scored in only 20% of their games — a low BTTS rate that suggests clean sheets are a regular occurrence.
Cheltenham's home record at Completely-Suzuki Stadium: 2W 5D 3L from 10 League One appearances (1.10 PPG). At home they are averaging 0.80 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. At home, both teams have scored in only 30% of games — reinforcing BTTS No as the home-venue-backed angle.
Across all League One games this season, Ipswich have recorded 8W 2D 0L from 10 outings — 2.60 PPG. Last five: W W W W W. Their attacking form is sharp — 2.40 goals per game is a high-output rate that commands respect in the goals markets. Defensively, 0.20 goals conceded per game is elite-level — a side this difficult to score against is a real threat to Over 2.5 and BTTS Yes. 9 clean sheets from 10 games (90%) is an exceptional defensive record — they are keeping clean sheets more often than not. Both teams have scored in only 10% of their fixtures — a very low rate that strongly backs BTTS No.
On the road, Ipswich have gone 4W 4D 2L from 10 away fixtures this term (1.60 PPG). Away from home they average 1.20 goals scored and 0.70 conceded per game. 5 away clean sheets from 10 games (50%) — they are as difficult to score against on the road as they are at home. Their away PPG of 1.60 is notably below their overall 2.60 — form away from home has been a clear weakness this season.
Form points away from home here. Ipswich's 2.60 PPG return is 1.40 points per game ahead of Cheltenham's 1.20 — the visitors are the form-based selection, and Double Chance is an alternative worth pricing if the outright looks tight.
Head to Head
The rivalry is an even one: 1 wins apiece for Cheltenham, 0 for Ipswich and 2 shared spoils from 3 past contests. Neither side holds a meaningful historical edge.
The last 3 meetings have been tight affairs, averaging just 1.7 goals per game. That low-scoring pattern is a meaningful historical input for the Under 2.5 market. The most recent clash, on 12 Nov 2022, ended 1–1 with a draw.
With a balanced win record and just 1.7 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
Cheltenham in-play and half-time data (85 games, 42 at home): they score before half-time in 62% of fixtures in home games; when goalless at HT, a second-half goal follows 69% of the time; BTTS occurs in 48% of their matches (home games); Over 2.5 goals lands in 48% of games (home games); they fail to score in 33% of games.
Ipswich in-play and half-time data (85 games, 42 at away): they score before half-time in 71% of fixtures in away games; when goalless at HT, a second-half goal follows 77% of the time; two or more arrive in the second half on 54% of those occasions; BTTS occurs in 50% of their matches (away games); Over 2.5 goals lands in 40% of games (away games); they keep a clean sheet 42% of the time.
BTTS rates are mixed from the trading data — Cheltenham 49% versus Ipswich 47%; no strong lean in either direction. The over/under 2.5 picture is inconclusive from the in-play data (Cheltenham 51% | Ipswich 48%).
Poisson Model
The Poisson distribution model projects Cheltenham 0.76 xG and Ipswich 1.27 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 0.751 / defence 0.980 | Ipswich attack 1.185 / defence 0.758. League average goals — home 1.335 / away 1.096. Cheltenham's attack strength of 0.751 is below the league average — the 0.76 xG projection reflects a team that scores at a discount to the division norm. Ipswich's defence strength of 0.758 is below average — they are conceding at a rate that inflates the home xG figure. Data: 86 Cheltenham games / 85 Ipswich games used (CurrentSeason).
Result probabilities: Cheltenham 22% | Draw 30% | Ipswich 48%. Fair-value odds: Cheltenham 4.55 | Draw 3.33 | Ipswich 2.08. Ipswich hold a narrow Poisson edge at 48% — the draw (30%) is close enough to merit draw-inclusive market consideration.
Goals markets: Over 2.5 probability 33% | BTTS probability 39% | Total xG 2.03. Under 2.5 is the strongly backed market at 67% probability — total xG of 2.03 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 39% 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 Ipswich at 48% — moderate model lean. Current-season form corroborates the Poisson lean — partial multi-source support. With a 30% draw probability, Draw No Bet on Ipswich offers a more defensible entry point than the straight win.
On the goals line, Poisson's 2.03 combined xG gives a 33% probability to Under 2.5 — strong, supported by form averaging 1.9 goals per game and H2H averaging 1.7 goals per meeting.
Poisson assigns a 39% probability to BTTS No based on the attack/defence strength model. Form rates corroborate: Cheltenham 30% | Ipswich 40% BTTS from recent games.
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💡 Key Insights
🏟️ Match Context
• Fixture: Cheltenham vs Ipswich | Competition: League One, Regular Season - 41 | Venue: Completely-Suzuki Stadium • Kick-off: Monday 10 Apr 2023, 15:00 UTC • Data inputs: H2H history, form splits, prediction model signals, and market pricing
📊 Statistical Prediction
• Poisson result probabilities: Cheltenham 22% | Draw 30% | Ipswich 48% • Poisson goal markets: Over 2.5 33% | BTTS 39% | xG Cheltenham 0.76 / Ipswich 1.27 • Poisson strength factors: Cheltenham attack 0.751 / def 0.980 | Ipswich attack 1.185 / def 0.758 | league avg home 1.335 / away 1.096 • Poisson stance: Ipswich (48%) — moderate lean
🧮 Prediction Model
0.76
Cheltenham xG
Expected Goals
1.27
Ipswich xG
39%
BTTS
61%
Over 1.5
33%
Over 2.5
15%
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 Ipswich kick off?
Cheltenham vs Ipswich kicked off at 15:00 on Monday 10 April 2023 at Completely-Suzuki Stadium.
What was the final score in Cheltenham vs Ipswich?
Cheltenham 1 - 1 Ipswich.
Where is Cheltenham vs Ipswich being played?
The match is being played at Completely-Suzuki Stadium.
What competition is Cheltenham vs Ipswich part of?
Cheltenham vs Ipswich is a Regular Season - 41 fixture in the League One (England).
Who is favourite to win Cheltenham vs Ipswich?
Our statistical model gives Cheltenham a 22% chance of winning, Ipswich a 48% chance, and a 30% chance of a draw — making Ipswich the favourite.
Will both teams score in Cheltenham vs Ipswich?
Our model estimates a 39% probability that both Cheltenham and Ipswich will score (BTTS).
Will Cheltenham vs Ipswich have over 2.5 goals?
Our model puts the probability of over 2.5 goals in this match at 33%.
What is the head-to-head record between Cheltenham and Ipswich?
Record (3 meetings): Cheltenham 1W | Draws 2 | Ipswich 0W.
What form are Cheltenham and Ipswich in?
Cheltenham (all comps): 3W-3D-4L in 10 | 1.20 PPG | GF 0.90 / GA 1.50 | L5 W-W-D-D-L. Ipswich (all comps): 8W-2D-0L in 10 | 2.60 PPG | GF 2.40 / GA 0.20 | L5 W-W-W-W-W.
🧮 Model Insight
Model Mechanics
Cheltenham's attacking strength (0.75x league average) is weighed against Ipswich's defensive record (0.76x) to produce a home expected-goals figure of 0.76. The same calculation in reverse, Ipswich's attack versus Cheltenham's defence, projects 1.27 expected goals for the visitors.
These ratings are built from 86/85 games of current-season data — a full enough sample to trust.
Most Likely Scorelines
The model's single most probable exact score is 0-1, at 15.0%. Close behind: 0-0 (14.7%), 1-1 (14.3%). Those top three scorelines alone account for 44% of the model's total probability mass — a relatively concentrated, predictable distribution for this fixture.
Most Likely Outcome
Ipswich Win
22%
4.55
30%
3.37
48%
2.07
Top 3 Most Likely Scorelines
0 – 1
16.7%
Away win
Most likely
0 – 0
13.1%
Draw
1 – 1
12.7%
Draw
Expected Goals & Win Odds
0.76
Cheltenham xG
Total xG
2.03
1.27
Ipswich xG
4.55
22%
Home win
3.37
30%
Draw
2.07
48%
Away win
Goals Markets
60%
Over 1.5
1.67
40%
Under 1.5
2.50
33%
Over 2.5
3.03
67%
Under 2.5
1.49
15%
Over 3.5
6.67
85%
Under 3.5
1.18
6%
Over 4.5
16.67
94%
Under 4.5
1.06
Match Markets
Both Teams to Score
39%
BTTS Yes
2.59
61%
BTTS No
1.63
Clean Sheet
28%
3.57
47%
2.14
Win to Nil
6%
16.24
23%
4.43
Score Probability Matrix (%)
| H \ A | 0 | 1 | 2 | 3 | 4 | 5 |
|---|---|---|---|---|---|---|
| 0 | 13.1 | 16.7 | 10.6 | 4.5 | 1.4 | 0.4 |
| 1 | 10.0 | 12.7 | 8.1 | 3.4 | 1.1 | 0.3 |
| 2 | 3.8 | 4.8 | 3.1 | 1.3 | 0.4 | 0.1 |
| 3 | 1.0 | 1.2 | 0.8 | 0.3 | 0.1 | – |
| 4 | 0.2 | 0.2 | 0.1 | 0.1 | – | – |
| 5 | – | – | – | – | – | – |
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 Cheltenham vs Ipswich?
Our Poisson model rates 0-1 as the single most likely exact scoreline, at 15.0%.
How many goals are Cheltenham and Ipswich expected to score?
The model projects 0.76 expected goals for Cheltenham and 1.27 for Ipswich, a combined total of 2.03.
How confident is the prediction model for Cheltenham vs Ipswich?
Not very — the model's leading outcome sits at just 48%, meaning this is rated as a genuinely open contest with no dominant favourite.
📈 Form Insight
Where Both Sides Stand
Cheltenham come into this having played 85 games, going 25W 25D 35L for 1.18 points per game. Their last five reads W-W-D-D-L.
On the other side, Ipswich sit at 1.78 PPG from 85 outings (41W 28D 16L), a run that reads W-W-W-W-W across their last five.
Ipswich carry the stronger recent form of the two, 0.60 PPG clear of Cheltenham — worth weighing alongside whatever the head-to-head and market data say.
Home Ground vs the Road
Cheltenham's home form reads 17W 13D 12L across 42 games on their own ground, a 1.52 PPG return.
Away from home, Ipswich have taken 1.52 points per game from 42 outings (17W 13D 12L).
The Goals Picture
Cheltenham are averaging 1.16 goals scored and 1.53 conceded per game recently; Ipswich are on 1.71 scored and 0.91 conceded.
Defensively: Ipswich in 42% — worth knowing if you're weighing up clean-sheet or BTTS-No markets.
Last 85 Results — League One
Current season: same league only · Previous season: all leagues (covers promoted/relegated teams)
Cheltenham
Current Season
Ipswich
Current Season
❓ Frequently Asked Questions
What form are Cheltenham and Ipswich in coming into this match?
Cheltenham have gone 25W 25D 35L in their last 85 games (1.18 PPG), while Ipswich have gone 41W 28D 16L in their last 85 (1.78 PPG).
Which team has the better venue record — Cheltenham at home or Ipswich away?
Cheltenham's home record (1.52 PPG) is the stronger of the two venue-specific splits — Cheltenham at home: 1.52 PPG; Ipswich away: 1.52 PPG.
Have Cheltenham or Ipswich been keeping clean sheets recently?
Cheltenham have kept a clean sheet in 27% of their recent games, Ipswich in 42%.
⚔️ Rivalry Insight
A Look Back
The fixture history between Cheltenham and Ipswich runs to 4 recorded meetings, the earliest dating back to August 2021. Every recorded meeting has come in League One. It has been a while since the last meeting — 10 April 2023, some 1 year back — so squads and form on both sides may look very different now.
Digging Into the Numbers
The last 3 meetings have all been drawn — an unusually settled recent run for this fixture.
Cheltenham's record when hosting Ipswich specifically: 1W 1D 0L from 2 games — a narrower, venue-specific slice of the head-to-head picture.
Last 4 Meetings
1
Cheltenham
3
Draws
0
Ipswich
Recent Meetings
❓ Frequently Asked Questions
What is the head-to-head record between Cheltenham and Ipswich?
From 4 meetings on record, Cheltenham have won 1, Ipswich have won 0, and 3 have been drawn.
When did Cheltenham and Ipswich last play each other?
They last met on 10 April 2023, when Cheltenham 1-1 Ipswich.
Who has won more matches between Cheltenham and Ipswich?
Cheltenham have the better head-to-head record, with 1 wins from 4 meetings.
📈 Trading Insight
Half-Time Trends
Cheltenham are typically involved in an early goal — the half-time board shows at least one in 62% of their matches. They've gone in front at half-time 29% of the time.
Ipswich 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 45% of the time, though they've let that lead slip 19% of the time they've held it — worth watching if they're only ahead by one.
The Numbers That Matter
BTTS sits in mixed territory for this pairing — Cheltenham 48%, Ipswich 50% — no strong lean either way from the trading data alone.
Over 2.5 has been close to a coin-flip for both sides — 48% (Cheltenham) and 40% (Ipswich).
On the defensive side: Cheltenham keep a clean sheet in 38% of their matches; Ipswich in 36%; Cheltenham have failed to score in 29% of games.
Current season: same league only. Previous season: all leagues (covers promoted/relegated teams). All = any venue | Venue = Cheltenham home games / Ipswich away games. HT metrics require half-time score data — shown as — where unavailable.
❓ Frequently Asked Questions
Do both teams usually score when Cheltenham play Ipswich?
Not especially — both teams scoring has occurred in only 48% of Cheltenham's recent matches and 50% of Ipswich's, a rate that leans toward BTTS No.
Is Cheltenham vs Ipswich usually a high-scoring fixture?
Not particularly — Over 2.5 goals has come in for only 48% of Cheltenham's recent games and 40% of Ipswich's, pointing to a tighter contest.
Do Cheltenham and Ipswich tend to score early?
Cheltenham have had a goal before half-time in 62% of their recent matches, Ipswich in 71% — a useful reference point for first-half goal markets.
Cheltenham and Ipswich share the spoils in a 1-1 draw.
📝 Match Report
How It Unfolded
The points were shared at Completely-Suzuki Stadium, Regular Season - 41, as Cheltenham and Ipswich drew 1-1 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 Cheltenham 0.76 xG and Ipswich 1.27 xG, a combined 2.03. The scoreboard read 1-1 for 2 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 Cheltenham attack 0.75 / defence 0.98 against Ipswich attack 1.19 / defence 0.76, drawn from 86/85 games (CurrentSeason).
On the result, the model split it Cheltenham 22% | Draw 30% | Ipswich 48%, with Ipswich to win its most likely call at 48%. The actual draw had been the model's second-ranked read at 30%, so the result diverged from the top call without being a shock.
Goals & Markets
The model rated Over 2.5 goals at 33%. The game delivered 2, so it stayed under — the model's lean was correct. Over 1.5 had been 61% and landed. On both teams to score, the model sat at 39% and the match saw both sides score — a miss on BTTS. Historically the two sides average 49% Over 2.5 across their same-competition games (Cheltenham 51%, Ipswich 48%), a base rate that agreed with today's under. Their combined BTTS history runs at 48%, which did not match the both-scored outcome.
Trading Patterns vs Reality
Cheltenham's trading profile (85 games, 42 home) set some clear expectations: BTTS lands in 49% of their matches — today it did.
Ipswich's trading profile (85 games, 42 away) set some clear expectations: BTTS lands in 47% of their matches — today it did; they keep a clean sheet 42% of the time, and conceded here.
Form vs Result
On form, Ipswich arrived the stronger side — 1.78 PPG against 1.18. The form guide was only half-right: the stronger side did not lose, but could not convert the edge into a win.
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). 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.