Ipswich 4-3 Rotherham – Result & Analysis
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Poisson rates Ipswich at 71% — current form provides partial corroboration, though signals are mixed in this Ipswich vs Rotherham encounter.
✍️ Match Preview
Analysis
Rotherham make the trip to Portman Road to face Ipswich in Championship, Regular Season - 29. The match kicks off on Tuesday 20 February 2024 at 19:45 UTC.
Form
Ipswich (all games): 3W 5D 2L across 10 Championship fixtures this term — 1.40 PPG. Last five: D L D W W. They are averaging 1.40 goals per game and conceding 1.30 — 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 60% of their games — a high BTTS rate that carries real weight in the goals markets.
Ipswich at Portman Road this season: 6W 4D 0L from 10 home games — 2.20 PPG on home soil. They are averaging 2.20 goals per home game — a prolific scoring rate in front of their own fans. Both teams have scored in 90% of their home games — an outstanding BTTS rate that is a key data point for this fixture. Their home PPG of 2.20 is noticeably stronger than their overall 1.40 — Ipswich are significantly better at Portman Road than their overall form suggests.
Rotherham have collected 0.60 PPG across 10 Championship outings this season: 1W 3D 6L. Last five: D L L L L. Their scoring rate of 0.60 per game is modest, conceding 1.60 — 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.
When travelling in Championship this season, Rotherham have posted 0W 4D 6L from 10 away outings — 0.40 PPG. Away from home they average 0.70 goals scored and 2.40 conceded per game.
Form favours the hosts. Ipswich's 1.40 PPG return is 0.80 points per game ahead of Rotherham's 0.60 — a genuine gap in recent results that provides a statistically grounded case for backing the home side.
H2H Analysis
Neither side has dominated this fixture. The last 3 head-to-head meetings have produced 0 wins for Ipswich, 2 for Rotherham and 1 draws — an even split that leaves the H2H largely neutral as a betting input.
The 3 previous meetings have averaged 2.3 goals per game — a neutral rate that provides no strong lean on the goals market from the H2H alone. The most recent clash, on 7 Nov 2023, ended 2–2 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.
Trading & In-Play
Ipswich — key trading statistics (78 games, 38 at home): they score before half-time in 90% of fixtures in home 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; they lead at the break 49% of the time; BTTS occurs in 55% of their matches (home games); Over 2.5 goals lands in 71% of games (home games); Over 3.5 in 36%; they keep a clean sheet 42% of the time.
Rotherham — key trading statistics (78 games, 38 at away): they score before half-time in 68% of fixtures in away games; when goalless at HT, a second-half goal follows 64% of the time; BTTS occurs in 40% of their matches (away games); Over 2.5 goals lands in 45% of games (away games); they fail to score in 37% of games.
BTTS rates are mixed from the trading data — Ipswich 53% versus Rotherham 51%; no strong lean in either direction. The over/under 2.5 picture is inconclusive from the in-play data (Ipswich 60% | Rotherham 49%).
Poisson Model
The Poisson distribution model projects Ipswich 2.54 xG and Rotherham 1.00 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: Ipswich attack 1.293 / defence 1.168 | Rotherham attack 0.695 / defence 1.407. League average goals — home 1.398 / away 1.237. Ipswich carry an above-average attack strength of 1.293 — their λ of 2.54 reflects genuine attacking quality above the league norm. Rotherham bring a strong defensive rating of 1.407 — this is suppressing Ipswich's projected output below what their attack strength alone would suggest. Data: 32 Ipswich games / 78 Rotherham games used (CurrentSeason).
Result probabilities: Ipswich 71% | Draw 17% | Rotherham 13%. Fair-value odds: Ipswich 1.41 | Draw 5.88 | Rotherham 7.69. The model has a clear lean to Ipswich (71%) — a 58pp gap over the next-most-likely outcome reflects a meaningful statistical advantage.
Goals markets: Over 2.5 probability 69% | BTTS probability 58% | Total xG 3.55. Over 2.5 is the model's clear signal at 69% — a total xG of 3.55 means the expected score alone exceeds the 2.5 threshold, making the Over not just likely but structurally supported by both sides' attack/defence profiles. BTTS probability of 58% is moderate — neither team is projected to score with enough certainty to make Yes a clear standalone call.
Picks & Verdict
Rotherham lead the H2H ledger, but Ipswich carry stronger current form — do not let history alone dictate your assessment.
On the Poisson output, Ipswich are the pick at 71% — clear model lean. Current-season form corroborates the Poisson lean — partial multi-source support.
Poisson projects 3.55 total expected goals, pointing to Over 2.5 at 69% probability — reasonable conviction, supported by form averaging 3.4 goals per game.
On the BTTS market, Poisson puts 58% on Yes. Form rates corroborate: Ipswich 90% | Rotherham 50% BTTS from recent games.
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💡 Key Insights
🏟️ Match Context
• Fixture: Ipswich vs Rotherham | Competition: Championship, Regular Season - 29 | Venue: Portman Road • Kick-off: Tuesday 20 Feb 2024, 19:45 UTC • Data inputs: H2H history, form splits, prediction model signals, and market pricing
📊 Statistical Prediction
• Poisson result probabilities: Ipswich 71% | Draw 17% | Rotherham 13% • Poisson goal markets: Over 2.5 69% | BTTS 58% | xG Ipswich 2.54 / Rotherham 1.00 • Poisson strength factors: Ipswich attack 1.293 / def 1.168 | Rotherham attack 0.695 / def 1.407 | league avg home 1.398 / away 1.237 • Poisson stance: Ipswich (71%) — strong lean
🧮 Prediction Model
2.54
Ipswich xG
Expected Goals
1.00
Rotherham xG
58%
BTTS
87%
Over 1.5
69%
Over 2.5
47%
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 Ipswich vs Rotherham kick off?
Ipswich vs Rotherham kicked off at 19:45 on Tuesday 20 February 2024 at Portman Road.
What was the final score in Ipswich vs Rotherham?
Ipswich 4 - 3 Rotherham.
Where is Ipswich vs Rotherham being played?
The match is being played at Portman Road.
What competition is Ipswich vs Rotherham part of?
Ipswich vs Rotherham is a Regular Season - 29 fixture in the Championship (England).
Who is favourite to win Ipswich vs Rotherham?
Our statistical model gives Ipswich a 71% chance of winning, Rotherham a 13% chance, and a 17% chance of a draw — making Ipswich the favourite.
Will both teams score in Ipswich vs Rotherham?
Our model estimates a 58% probability that both Ipswich and Rotherham will score (BTTS).
Will Ipswich vs Rotherham have over 2.5 goals?
Our model puts the probability of over 2.5 goals in this match at 69%.
What is the head-to-head record between Ipswich and Rotherham?
Record (3 meetings): Ipswich 0W | Draws 1 | Rotherham 2W.
What form are Ipswich and Rotherham in?
Ipswich (all comps): 3W-5D-2L in 10 | 1.40 PPG | GF 1.40 / GA 1.30 | L5 D-L-D-W-W. Rotherham (all comps): 1W-3D-6L in 10 | 0.60 PPG | GF 0.60 / GA 1.60 | L5 D-L-L-L-L.
🧮 Model Insight
Behind the Numbers
The model rates Ipswich's attack at 1.29x the league average against Rotherham's defence at 1.41x — combine the two and it projects 2.54 expected goals for the hosts. Flip it around — Rotherham's attack (0.69x) against Ipswich's defence (1.17x) — and the away total comes out at 1.00.
These ratings are built from 32/78 games of current-season data — a full enough sample to trust.
Scoreline Breakdown
Of every possible scoreline, 2-1 carries the highest individual probability at 9.4% — still a long way from a near-certainty, which says something about how open this one is on paper. Close behind: 2-0 (9.3%), 1-1 (8.3%). Together the top three scorelines make up 27% of the probability — a moderately spread distribution, typical of a competitive match-up.
Most Likely Outcome
Ipswich Win
71%
1.42
17%
6.06
13%
7.79
Top 3 Most Likely Scorelines
2 – 1
9.4%
Home win
Most likely
2 – 0
9.3%
Home win
3 – 0
7.9%
Home win
Expected Goals & Win Odds
2.54
Ipswich xG
Total xG
3.55
1.00
Rotherham xG
1.42
71%
Home win
6.06
17%
Draw
7.79
13%
Away win
Goals Markets
87%
Over 1.5
1.15
13%
Under 1.5
7.69
69%
Over 2.5
1.45
31%
Under 2.5
3.23
47%
Over 3.5
2.13
53%
Under 3.5
1.89
28%
Over 4.5
3.57
72%
Under 4.5
1.39
Match Markets
Both Teams to Score
58%
BTTS Yes
1.71
42%
BTTS No
2.40
Clean Sheet
37%
2.73
8%
12.71
Win to Nil
26%
3.86
1%
99.03
Score Probability Matrix (%)
| H \ A | 0 | 1 | 2 | 3 | 4 | 5 |
|---|---|---|---|---|---|---|
| 0 | 2.9 | 2.9 | 1.5 | 0.5 | 0.1 | – |
| 1 | 7.3 | 7.4 | 3.7 | 1.2 | 0.3 | 0.1 |
| 2 | 9.3 | 9.4 | 4.7 | 1.6 | 0.4 | 0.1 |
| 3 | 7.9 | 7.9 | 4.0 | 1.3 | 0.3 | 0.1 |
| 4 | 5.0 | 5.0 | 2.5 | 0.8 | 0.2 | – |
| 5 | 2.6 | 2.6 | 1.3 | 0.4 | 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 Ipswich vs Rotherham?
Our Poisson model rates 2-1 as the single most likely exact scoreline, at 9.4%.
How many goals are Ipswich and Rotherham expected to score?
The model projects 2.54 expected goals for Ipswich and 1.00 for Rotherham, a combined total of 3.55.
How confident is the prediction model for Ipswich vs Rotherham?
Reasonably confident — the model's leading outcome is rated at 71%, a clear lean rather than a toss-up.
📈 Form Insight
The Form Picture
Across their last 78 outings, Ipswich have picked up 2.10 PPG on a 47W 23D 8L record — D-L-D-W-W across the most recent five.
Rotherham's form line: 14W 27D 37L from 78 games, 0.88 PPG, last five D-L-L-L-L.
Put side by side, Ipswich are the form team by 1.22 points per game — a gap wide enough to matter, though form alone rarely tells the whole story against Rotherham.
Home & Away Splits
On home soil, Ipswich have posted 2.32 PPG from 38 outings (26W 10D 2L).
On the road, Rotherham have gone 2W 15D 21L from 38 away games — 0.55 PPG when travelling.
Comparing the two in their relevant venue splits, Ipswich come out ahead — a more targeted read than the overall PPG figures above, since it strips out games played in the opposite context.
Scoring & Defensive Trends
Ipswich are averaging 2.08 goals scored and 0.97 conceded per game recently; Rotherham are on 0.96 scored and 1.54 conceded.
Defensively: Ipswich have kept a clean sheet in 42% of their games — worth knowing if you're weighing up clean-sheet or BTTS-No markets.
Last 78 Results — Championship
Current season: same league only · Previous season: all leagues (covers promoted/relegated teams)
Ipswich
Current Season
Rotherham
Current Season
❓ Frequently Asked Questions
What form are Ipswich and Rotherham in coming into this match?
Ipswich have gone 47W 23D 8L in their last 78 games (2.10 PPG), while Rotherham have gone 14W 27D 37L in their last 78 (0.88 PPG).
Which team has the better venue record — Ipswich at home or Rotherham away?
Ipswich's home record (2.32 PPG) is the stronger of the two venue-specific splits — Ipswich at home: 2.32 PPG; Rotherham away: 0.55 PPG.
Have Ipswich or Rotherham been keeping clean sheets recently?
Ipswich have kept a clean sheet in 42% of their recent games, Rotherham in 22%.
⚔️ Rivalry Insight
History of the Fixture
On record, these two have faced off 4 times since November 2021 — enough meetings to establish some real patterns. The pairing has crossed competitions too — League One, Championship all feature in the head-to-head log. It has been a while since the last meeting — 20 February 2024, some 2 years back — so squads and form on both sides may look very different now.
Records & Recent Trends
Specifically as hosts in this fixture, Ipswich have gone 1W 0D 1L from 2 meetings on their own ground against Rotherham — worth weighing alongside the overall series record.
Last 4 Meetings
1
Ipswich
1
Draws
2
Rotherham
Recent Meetings
❓ Frequently Asked Questions
What is the head-to-head record between Ipswich and Rotherham?
From 4 meetings on record, Ipswich have won 1, Rotherham have won 2, and 1 have been drawn.
When did Ipswich and Rotherham last play each other?
They last met on 20 February 2024, when Ipswich 4-3 Rotherham.
Who has won more matches between Ipswich and Rotherham?
Rotherham have the better head-to-head record, with 2 wins from 4 meetings.
📈 Trading Insight
How These Sides Start
Ipswich are typically involved in an early goal — the half-time board shows at least one in 90% of their matches. They've gone in front at half-time 50% 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.
Rotherham are typically involved in an early goal — the half-time board shows at least one in 68% of their matches.
Goals & Clean Sheets
BTTS sits in mixed territory for this pairing — Ipswich 55%, Rotherham 40% — no strong lean either way from the trading data alone.
Over 2.5 has been close to a coin-flip for both sides — 71% (Ipswich) and 45% (Rotherham). Stepping up a level, Over 3.5 has also landed reasonably often — 47% and 18% respectively — worth a look for goal-hungry markets.
On the defensive side: Ipswich keep a clean sheet in 42% of their matches; Rotherham in 55%.
Current season: same league only. Previous season: all leagues (covers promoted/relegated teams). All = any venue | Venue = Ipswich home games / Rotherham away games. HT metrics require half-time score data — shown as — where unavailable.
❓ Frequently Asked Questions
Do both teams usually score when Ipswich play Rotherham?
Not especially — both teams scoring has occurred in only 55% of Ipswich's recent matches and 40% of Rotherham's, a rate that leans toward BTTS No.
Is Ipswich vs Rotherham usually a high-scoring fixture?
Recent trends suggest it could be — Over 2.5 goals has landed in 71% of Ipswich's matches and 45% of Rotherham's.
Do Ipswich and Rotherham tend to score early?
Ipswich have had a goal before half-time in 90% of their recent matches, Rotherham in 68% — a useful reference point for first-half goal markets.
Prediction vindicated as Ipswich edge out Rotherham 4-3.
📝 Match Report
How It Unfolded
Ipswich beat Rotherham 4-3 at Portman Road, Regular Season - 29, in the Championship. The remainder of the report sets that outcome against the pre-match model, the markets and the teams' data profiles.
The Model vs The Result
The Poisson model went into this projecting Ipswich 2.54 xG and Rotherham 1.00 xG, a combined 3.55. The scoreboard read 4-3 for 7 actual goals. Ipswich beat their projection by 1.5 — clinical relative to the chances the model priced in. Rotherham outscored their 1.00 projection by 2.0. Those figures were built on strength ratings of Ipswich attack 1.29 / defence 1.17 against Rotherham attack 0.69 / defence 1.41, drawn from 32/78 games (CurrentSeason).
On the result, the model split it Ipswich 71% | Draw 17% | Rotherham 13%, with Ipswich to win its most likely call at 71%. The result followed the model's preferred path, landing its top-rated outcome.
Goals & Markets
The model rated Over 2.5 goals at 69%. The game delivered 7, so it went over — in line with the projection. Over 1.5 had been 87% and landed. Over 3.5 was 47% and came in. On both teams to score, the model sat at 58% and the match saw both sides score — another call in the model's favour. Historically the two sides average 54% Over 2.5 across their same-competition games (Ipswich 60%, Rotherham 49%), a base rate that agreed with today's over. Their combined BTTS history runs at 52%, which matched the both-scored outcome.
Trading Patterns vs Reality
Ipswich's trading profile (78 games, 38 home) set some clear expectations: BTTS lands in 53% of their matches — today it did; they keep a clean sheet 42% of the time, and conceded here.
Rotherham's trading profile (78 games, 38 away) set some clear expectations: BTTS lands in 51% of their matches — today it did.
Form vs Result
On form, Ipswich arrived the stronger side — 2.10 PPG against 0.88. Form held, and they took the win. Ipswich (home/away splits) scored 4 against a 2.55 average — above their attacking norm and shipped 3 against a 0.95 concession average — a leakier day than usual. Rotherham (home/away splits) scored 3 against a 0.55 average — above their attacking norm and shipped 4 against a 1.76 concession average — a leakier day than usual.
Verdict
Grading the result against the stored data, 4 of 4 pre-match signals came in: result (hit), Over 2.5 (hit), BTTS (hit), form (hit). A strong night for the model: the result sat comfortably inside what the pre-match data projected.
💡 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.