Rotherham 1-0 Ipswich – Result & Analysis
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Poisson model rates Ipswich at 37%, yet other data sources diverge — this Rotherham vs Ipswich fixture contains genuine analytical tension.
✍️ Match Preview
Analysis
Ipswich make the trip to AESSEAL New York Stadium to face Rotherham in League One, Regular Season - 43. The match kicks off on Saturday 16 April 2022 at 12:30 UTC.
Form
Rotherham (all games): 3W 3D 4L across 10 League One fixtures this term — 1.20 PPG. Last five: D W L L L. They are averaging 0.70 goals per game and conceding 1.10 — 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 just 30% of their matches, indicating a tendency toward clean sheets or low-scoring outcomes.
At home at AESSEAL New York Stadium, Rotherham have gone 6W 1D 3L this season (10 games, 1.90 PPG). At home they are averaging 1.30 goals scored and 1.00 conceded per game. Their home PPG of 1.90 is noticeably stronger than their overall 1.20 — Rotherham are significantly better at AESSEAL New York Stadium than their overall form suggests.
Ipswich have collected 1.70 PPG across 10 League One outings this season: 4W 5D 1L. Last five: D D W L D. Their scoring rate of 1.10 per game is modest, conceding 0.40 — not a side to back heavily on the Over 2.5 from their form alone. Defensively, 0.40 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. 6 clean sheets from 10 games (60%) is an exceptional defensive record — they are keeping clean sheets more often than not. Both teams have scored in just 30% of their games, reflecting a regular tendency to keep or record clean sheets.
Ipswich's form when playing away from home: 4W 4D 2L across 10 road games this term (1.60 PPG). Away from home they average 1.20 goals scored and 0.60 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. Away from home, both teams have scored in only 30% of games — a low rate that backs BTTS No when they travel.
Ipswich arrive in superior form — a 0.50 PPG advantage (1.70 vs 1.20) that offsets much of the home-ground benefit. The away side are the form pick, with draw protection the sensible way to manage the home-field uncertainty.
H2H Analysis
Neither side has dominated this fixture. The last 1 head-to-head meetings have produced 1 wins for Rotherham, 0 for Ipswich and 0 draws — an even split that leaves the H2H largely neutral as a betting input.
The 1 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 23 Nov 2021, ended 2–0 with Rotherham winning.
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 Data
Rotherham goal-timing and half-time pattern breakdown (41 games, 21 at home): they score before half-time in 76% of fixtures in home games; when goalless at HT, a second-half goal follows 76% of the time; they lead at the break 46% of the time; BTTS occurs in 52% of their matches (home games); Over 2.5 goals lands in 52% of games (home games); they keep a clean sheet 51% of the time.
Ipswich goal-timing and half-time pattern breakdown (41 games, 21 at away): they score before half-time in 67% of fixtures in away games; when goalless at HT, a second-half goal follows 71% of the time; two or more arrive in the second half on 57% of those occasions; BTTS occurs in 48% of their matches (away games); Over 2.5 goals lands in 38% of games (away games).
BTTS rates are mixed from the trading data — Rotherham 32% versus Ipswich 46%; no strong lean in either direction. Under 2.5 goals has backing from the in-play data — both teams register low Over 2.5 rates (Rotherham 34% | Ipswich 42%).
Poisson Model
The Poisson distribution model projects Rotherham 1.00 xG and Ipswich 1.13 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: Rotherham attack 1.009 / defence 1.105 | Ipswich attack 0.875 / defence 0.887. League average goals — home 1.118 / away 1.171. Data: 41 Rotherham games / 42 Ipswich games used (CurrentSeason).
Result probabilities: Rotherham 30% | Draw 33% | Ipswich 37%. Fair-value odds: Rotherham 3.33 | Draw 3.03 | Ipswich 2.70. This is a low-confidence result — no outcome exceeds 45%. The draw at 33% is a primary outcome, not an afterthought.
Goals markets: Over 2.5 probability 36% | BTTS probability 45% | Total xG 2.13. Under 2.5 has a narrow probability edge at 64% — total xG of 2.13 is below the line but not decisively so. BTTS probability of 45% is moderate — neither team is projected to score with enough certainty to make Yes a clear standalone call.
Final Verdict
Poisson rates Ipswich as the most likely outcome at 37% — marginal model lean. Current-season form corroborates the Poisson lean — partial multi-source support. Draw probability of 33% warrants consideration of Double Chance or Draw No Bet on Ipswich if the outright odds are short. The opposing side holds a 30% win probability per the model — this is not a banker and should be staked accordingly.
On the goals line, Poisson's 2.13 combined xG gives a 36% probability to Under 2.5 — reasonable, supported by form averaging 2.0 goals per game.
The Poisson model's BTTS call is No at 45%. Form rates corroborate: Rotherham 50% | Ipswich 30% BTTS from recent games.
The outsider holds a 30% 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: Rotherham vs Ipswich | Competition: League One, Regular Season - 43 | Venue: AESSEAL New York Stadium • Kick-off: Saturday 16 Apr 2022, 12:30 UTC • Data inputs: H2H history, form splits, prediction model signals, and market pricing
📊 Statistical Prediction
• Poisson result probabilities: Rotherham 30% | Draw 33% | Ipswich 37% • Poisson goal markets: Over 2.5 36% | BTTS 45% | xG Rotherham 1.00 / Ipswich 1.13 • Poisson strength factors: Rotherham attack 1.009 / def 1.105 | Ipswich attack 0.875 / def 0.887 | league avg home 1.118 / away 1.171 • Poisson stance: Ipswich (37%) — low confidence — close contest
🧮 Prediction Model
1.00
Rotherham xG
Expected Goals
1.13
Ipswich xG
45%
BTTS
65%
Over 1.5
36%
Over 2.5
17%
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 Rotherham vs Ipswich kick off?
Rotherham vs Ipswich kicked off at 12:30 on Saturday 16 April 2022 at AESSEAL New York Stadium.
What was the final score in Rotherham vs Ipswich?
Rotherham 1 - 0 Ipswich.
Where is Rotherham vs Ipswich being played?
The match is being played at AESSEAL New York Stadium.
What competition is Rotherham vs Ipswich part of?
Rotherham vs Ipswich is a Regular Season - 43 fixture in the League One (England).
Who is favourite to win Rotherham vs Ipswich?
Our statistical model gives Rotherham a 30% chance of winning, Ipswich a 37% chance, and a 33% chance of a draw — making Ipswich the favourite.
Will both teams score in Rotherham vs Ipswich?
Our model estimates a 45% probability that both Rotherham and Ipswich will score (BTTS).
Will Rotherham vs Ipswich have over 2.5 goals?
Our model puts the probability of over 2.5 goals in this match at 36%.
What is the head-to-head record between Rotherham and Ipswich?
Record (1 meetings): Rotherham 1W | Draws 0 | Ipswich 0W.
What form are Rotherham and Ipswich in?
Rotherham (all comps): 3W-3D-4L in 10 | 1.20 PPG | GF 0.70 / GA 1.10 | L5 D-W-L-L-L. Ipswich (all comps): 4W-5D-1L in 10 | 1.70 PPG | GF 1.10 / GA 0.40 | L5 D-D-W-L-D.
🧮 Model Insight
Behind the Numbers
Working from Rotherham's attack rating (1.01) and Ipswich's defence rating (0.89), the model arrives at 1.00 expected goals for the home side. Flip it around — Ipswich's attack (0.88x) against Rotherham's defence (1.10x) — and the away total comes out at 1.13.
These ratings are built from 41/42 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 15.2%. Close behind: 0-0 (13.6%), 0-1 (11.7%). Those top three scorelines alone account for 40% of the model's total probability mass — a relatively concentrated, predictable distribution for this fixture.
Most Likely Outcome
Ipswich Win
30%
3.33
33%
3.01
37%
2.72
Top 3 Most Likely Scorelines
0 β 1
13.4%
Away win
Most likely
1 β 1
13.4%
Draw
0 β 0
11.8%
Draw
Expected Goals & Win Odds
1.00
Rotherham xG
Total xG
2.13
1.13
Ipswich xG
3.33
30%
Home win
3.01
33%
Draw
2.72
37%
Away win
Goals Markets
63%
Over 1.5
1.59
37%
Under 1.5
2.70
36%
Over 2.5
2.78
64%
Under 2.5
1.56
17%
Over 3.5
5.88
83%
Under 3.5
1.20
7%
Over 4.5
14.29
93%
Under 4.5
1.08
Match Markets
Both Teams to Score
45%
BTTS Yes
2.24
55%
BTTS No
1.81
Clean Sheet
32%
3.10
37%
2.72
Win to Nil
10%
10.33
13%
7.41
Score Probability Matrix (%)
| H \ A | 0 | 1 | 2 | 3 | 4 | 5 |
|---|---|---|---|---|---|---|
| 0 | 11.8 | 13.4 | 7.6 | 2.9 | 0.8 | 0.2 |
| 1 | 11.8 | 13.4 | 7.6 | 2.9 | 0.8 | 0.2 |
| 2 | 5.9 | 6.7 | 3.8 | 1.4 | 0.4 | 0.1 |
| 3 | 2.0 | 2.2 | 1.3 | 0.5 | 0.1 | – |
| 4 | 0.5 | 0.6 | 0.3 | 0.1 | – | – |
| 5 | 0.1 | 0.1 | 0.1 | – | – | – |
Green = home win Β· Grey = draw Β· Amber = away win Β· Outlined cell = most likely score
▶ Model Internals
❓ Frequently Asked Questions
What is the most likely scoreline for Rotherham vs Ipswich?
Our Poisson model rates 1-1 as the single most likely exact scoreline, at 15.2%.
How many goals are Rotherham and Ipswich expected to score?
The model projects 1.00 expected goals for Rotherham and 1.13 for Ipswich, a combined total of 2.13.
How confident is the prediction model for Rotherham vs Ipswich?
Not very — the model's leading outcome sits at just 37%, meaning this is rated as a genuinely open contest with no dominant favourite.
📈 Form Insight
The Form Picture
Rotherham's recent record stands at 24W 8D 9L from 41 games, a 1.95 PPG return, with D-W-L-L-L in the last five.
Ipswich, meanwhile, have gone 17W 13D 11L across 41 games — 1.56 PPG, with D-D-W-L-D in their last five.
There isn't much between them on recent form — 1.95 PPG for Rotherham against 1.56 for Ipswich. Neither side arrives with a clear form advantage.
Home & Away Splits
At home specifically, Rotherham have managed 13W 3D 5L from 21 games — 2.00 PPG in front of their own supporters.
Ipswich's away record stands at 7W 6D 8L across 21 trips, a 1.29 PPG haul.
Comparing the two in their relevant venue splits, Rotherham 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
Rotherham are averaging 1.56 goals scored and 0.71 conceded per game recently; Ipswich are on 1.41 scored and 0.98 conceded. Both sides have been difficult to break down recently — a combination that often points to a tighter, lower-scoring game than the average fixture.
Defensively: Rotherham have kept a clean sheet in 51% of their games; Ipswich in 39% — worth knowing if you're weighing up clean-sheet or BTTS-No markets.
Last 41 Results — League One
Current season: same league only · Previous season: all leagues (covers promoted/relegated teams)
Rotherham
Current Season
Ipswich
Current Season
❓ Frequently Asked Questions
What form are Rotherham and Ipswich in coming into this match?
Rotherham have gone 24W 8D 9L in their last 41 games (1.95 PPG), while Ipswich have gone 17W 13D 11L in their last 41 (1.56 PPG).
Which team has the better venue record — Rotherham at home or Ipswich away?
Rotherham's home record (2.00 PPG) is the stronger of the two venue-specific splits — Rotherham at home: 2.00 PPG; Ipswich away: 1.29 PPG.
Have Rotherham or Ipswich been keeping clean sheets recently?
Rotherham have kept a clean sheet in 51% of their recent games, Ipswich in 39%.
⚔️ 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, Rotherham have gone 1W 1D 0L from 2 meetings on their own ground against Ipswich — worth weighing alongside the overall series record.
Last 4 Meetings
2
Rotherham
1
Draws
1
Ipswich
Recent Meetings
❓ Frequently Asked Questions
What is the head-to-head record between Rotherham and Ipswich?
From 4 meetings on record, Rotherham have won 2, Ipswich have won 1, and 1 have been drawn.
When did Rotherham and Ipswich last play each other?
They last met on 20 February 2024, when Ipswich 4-3 Rotherham.
Who has won more matches between Rotherham and Ipswich?
Rotherham have the better head-to-head record, with 2 wins from 4 meetings.
📈 Trading Insight
How These Sides Start
Rotherham are typically involved in an early goal — the half-time board shows at least one in 76% of their matches. They've gone in front at half-time 57% of the time.
Ipswich are typically involved in an early goal — the half-time board shows at least one in 67% of their matches. They've gone in front at half-time 38% 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.
Goals & Clean Sheets
BTTS sits in mixed territory for this pairing — Rotherham 52%, Ipswich 48% — no strong lean either way from the trading data alone.
Over 2.5 has been close to a coin-flip for both sides — 52% (Rotherham) and 38% (Ipswich).
On the defensive side: Rotherham keep a clean sheet in 33% of their matches; Ipswich in 33%.
Current season: same league only. Previous season: all leagues (covers promoted/relegated teams). All = any venue | Venue = Rotherham home games / Ipswich away games. HT metrics require half-time score data β shown as β where unavailable.
❓ Frequently Asked Questions
Do both teams usually score when Rotherham play Ipswich?
Not especially — both teams scoring has occurred in only 52% of Rotherham's recent matches and 48% of Ipswich's, a rate that leans toward BTTS No.
Is Rotherham vs Ipswich usually a high-scoring fixture?
Not particularly — Over 2.5 goals has come in for only 52% of Rotherham's recent games and 38% of Ipswich's, pointing to a tighter contest.
Do Rotherham and Ipswich tend to score early?
Rotherham have had a goal before half-time in 76% of their recent matches, Ipswich in 67% — a useful reference point for first-half goal markets.
Shock result as Rotherham defy the odds to beat Ipswich 1-0.
📝 Match Report
How It Unfolded
Rotherham beat Ipswich 1-0 at AESSEAL New York Stadium, Regular Season - 43, in the League One. 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 Rotherham 1.00 xG and Ipswich 1.13 xG, a combined 2.13. The scoreboard read 1-0 for 1 actual goal. Ipswich landed 1.1 under their projected return. Those figures were built on strength ratings of Rotherham attack 1.01 / defence 1.10 against Ipswich attack 0.88 / defence 0.89, drawn from 41/42 games (CurrentSeason).
On the result, the model split it Rotherham 30% | Draw 33% | Ipswich 37%, with Ipswich to win its most likely call at 37%. The actual Rotherham win 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 36%. The game delivered 1, so it stayed under — in line with the projection. Over 1.5 had been 65% and missed. On both teams to score, the model sat at 45% and the match did not — another call in the model's favour. Historically the two sides average 38% Over 2.5 across their same-competition games (Rotherham 34%, Ipswich 42%), a base rate that agreed with today's under. Their combined BTTS history runs at 39%, which matched the one-sided outcome.
Trading Patterns vs Reality
Rotherham's trading profile (41 games, 21 home) set some clear expectations: BTTS lands in 32% of their matches — today it did not; they keep a clean sheet 51% of the time, and duly kept one.
Ipswich's trading profile (41 games, 21 away) set some clear expectations: BTTS lands in 46% of their matches — today it did not; they keep a clean sheet 39% of the time, and conceded here.
Form vs Result
The form lines were close — Rotherham 1.95 PPG, Ipswich 1.56 PPG — offering no strong steer, and the Rotherham win broke the near-deadlock. Rotherham (home/away splits) managed 1 against a 1.90 scoring average — below par going forward and conceded 0 against a 1.00 average — tighter than their form line. Ipswich (home/away splits) managed 0 against a 1.33 scoring average — below par going forward.
Verdict
Grading the result against the stored data, 2 of 3 pre-match signals came in: result (miss), Over 2.5 (hit), BTTS (hit). Partial vindication: some calls landed, others slipped.
💡 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.