Rotherham 1-0 Cheltenham – Result & Analysis
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Poisson rates Rotherham at 65% — current form provides partial corroboration, though signals are mixed in this Rotherham vs Cheltenham encounter.
✍️ Match Preview
Analysis & Preview
A League One encounter, Regular Season - 29 sees Cheltenham travel to AESSEAL New York Stadium to take on Rotherham. The game is scheduled for Saturday 22 January 2022, 15:00 UTC.
Form Guide
Rotherham — All Games: 6W 2D 2L from 10 League One outings this season, averaging 2.00 points per game. Last five: W W L W L. Offensively they are averaging 1.70 goals per game, with 0.70 conceded. Defensively, conceding just 0.70 per game is an exceptional defensive record — one of the tightest in the division. 3 clean sheets from 10 outings provides some defensive foundation. This season is still relatively young for Rotherham, so this record blends games from this season and last.
Rotherham at AESSEAL New York Stadium this season: 7W 2D 1L from 10 home games — 2.30 PPG on home soil. They are averaging 2.80 goals per home game — a prolific scoring rate in front of their own fans. Both teams have scored in 80% of their home games — an outstanding BTTS rate that is a key data point for this fixture.
Looking at all fixtures this season, Cheltenham stand at 2W 5D 3L from 10 League One matches — 1.10 PPG. Last five: L L D D D. Their scoring rate of 1.20 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 70% of their games — a noteworthy BTTS rate that supports the Yes market. This season is still relatively young for Cheltenham, so this record blends games from this season and last.
Cheltenham away from home this season: 2W 4D 4L from 10 away games — 1.00 PPG on the road. Away from home they average 1.20 goals scored and 1.90 conceded per game. Both teams have scored in 70% of their away matches — a high BTTS rate on the road that directly informs this fixture.
On current form, Rotherham have the edge — a 0.90 PPG advantage (2.00 vs 1.10) represents a meaningful gap. That momentum makes them the form-based pick, though if the outright price looks short, Draw No Bet is worth comparing.
Both teams score in over 70% of each side's relevant games (using home/away splits). At that combined rate, BTTS Yes is as well-evidenced as it gets — the data strongly backs two-way scoring.
Head to Head
There is little to separate the sides historically. From 1 previous meetings, Rotherham have won 1, Cheltenham 0, with 0 draws — a balanced ledger that offers no obvious directional steer on its own.
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 2 Oct 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.
In-Play Profile
Rotherham in-play tendencies (25 games, 11 at home): they score before half-time in 82% of fixtures in home games; when goalless at HT, a second-half goal follows 80% of the time; they lead at the break 52% of the time; BTTS occurs in 73% of their matches (home games); Over 2.5 goals lands in 73% of games (home games); they keep a clean sheet 44% of the time.
Cheltenham in-play tendencies (25 games, 11 at away): they score before half-time in 91% of fixtures in away games; when goalless at HT, a second-half goal follows 100% of the time; two or more arrive in the second half on 50% of those occasions; when winning at HT they fail to see it out 28% of the time; BTTS occurs in 73% of their matches (away games); Over 2.5 goals lands in 54% of games (away games); Over 3.5 in 40%.
BTTS rates are mixed from the trading data — Rotherham 40% versus Cheltenham 68%; no strong lean in either direction. The over/under 2.5 picture is inconclusive from the in-play data (Rotherham 36% | Cheltenham 52%).
Poisson Model
The Poisson distribution model projects Rotherham 2.47 xG and Cheltenham 1.18 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 1.534 / defence 1.063 | Cheltenham attack 0.898 / defence 1.430. League average goals — home 1.124 / away 1.236. Rotherham carry an above-average attack strength of 1.534 — their λ of 2.47 reflects genuine attacking quality above the league norm. Cheltenham bring a strong defensive rating of 1.430 — this is suppressing Rotherham's projected output below what their attack strength alone would suggest. Data: 25 Rotherham games / 26 Cheltenham games used (CurrentSeason).
Result probabilities: Rotherham 65% | Draw 19% | Cheltenham 16%. Fair-value odds: Rotherham 1.54 | Draw 5.26 | Cheltenham 6.25. The model has a clear lean to Rotherham (65%) — a 49pp gap over the next-most-likely outcome reflects a meaningful statistical advantage.
Goals markets: Over 2.5 probability 71% | BTTS probability 64% | Total xG 3.65. Over 2.5 is the model's clear signal at 71% — a total xG of 3.65 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 Yes at 64% reflects that both xG figures (2.47 / 1.18) are above the threshold where scoring blanks become the primary outcome — both sides are projected to find the net.
Summary & Verdict
The Poisson model's primary lean is Rotherham at 65% — clear model lean. Current-season form corroborates the Poisson lean — partial multi-source support. Draw No Bet is worth pricing alongside the outright: 19% draw probability makes the stalemate a live outcome even at this conviction level.
The Poisson model projects 3.65 xG in total — Over 2.5 at 71% — reasonable confidence, supported by form averaging 3.5 goals per game.
On the BTTS market, Poisson puts 64% on Yes. Form rates corroborate: Rotherham 80% | Cheltenham 70% BTTS from recent games.
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💡 Key Insights
🏟️ Match Context
• Fixture: Rotherham vs Cheltenham | Competition: League One, Regular Season - 29 | Venue: AESSEAL New York Stadium • Kick-off: Saturday 22 Jan 2022, 15:00 UTC • Data inputs: H2H history, form splits, prediction model signals, and market pricing
📊 Statistical Prediction
• Poisson result probabilities: Rotherham 65% | Draw 19% | Cheltenham 16% • Poisson goal markets: Over 2.5 71% | BTTS 64% | xG Rotherham 2.47 / Cheltenham 1.18 • Poisson strength factors: Rotherham attack 1.534 / def 1.063 | Cheltenham attack 0.898 / def 1.430 | league avg home 1.124 / away 1.236 • Poisson stance: Rotherham (65%) — strong lean
🧮 Prediction Model
2.47
Rotherham xG
Expected Goals
1.18
Cheltenham xG
64%
BTTS
88%
Over 1.5
71%
Over 2.5
49%
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 Cheltenham kick off?
Rotherham vs Cheltenham kicked off at 15:00 on Saturday 22 January 2022 at AESSEAL New York Stadium.
What was the final score in Rotherham vs Cheltenham?
Rotherham 1 - 0 Cheltenham.
Where is Rotherham vs Cheltenham being played?
The match is being played at AESSEAL New York Stadium.
What competition is Rotherham vs Cheltenham part of?
Rotherham vs Cheltenham is a Regular Season - 29 fixture in the League One (England).
Who is favourite to win Rotherham vs Cheltenham?
Our statistical model gives Rotherham a 65% chance of winning, Cheltenham a 16% chance, and a 19% chance of a draw — making Rotherham the favourite.
Will both teams score in Rotherham vs Cheltenham?
Our model estimates a 64% probability that both Rotherham and Cheltenham will score (BTTS).
Will Rotherham vs Cheltenham have over 2.5 goals?
Our model puts the probability of over 2.5 goals in this match at 71%.
What is the head-to-head record between Rotherham and Cheltenham?
Record (1 meetings): Rotherham 1W | Draws 0 | Cheltenham 0W.
What form are Rotherham and Cheltenham in?
Rotherham (all comps): 6W-2D-2L in 10 | 2.00 PPG | GF 1.70 / GA 0.70 | L5 W-W-L-W-L. Cheltenham (all comps): 2W-5D-3L in 10 | 1.10 PPG | GF 1.20 / GA 1.80 | L5 L-L-D-D-D.
🧮 Model Insight
How the Model Works This Match
The model rates Rotherham's attack at 1.53x the league average against Cheltenham's defence at 1.43x — combine the two and it projects 2.47 expected goals for the hosts. The same calculation in reverse, Cheltenham's attack versus Rotherham's defence, projects 1.18 expected goals for the visitors.
These ratings are built from 25/26 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: 1-1 (8.6%), 2-0 (7.9%). Together the top three scorelines make up 26% of the probability — a moderately spread distribution, typical of a competitive match-up.
Most Likely Outcome
Rotherham Win
65%
1.54
19%
5.28
16%
6.23
Top 3 Most Likely Scorelines
2 – 1
9.4%
Home win
Most likely
2 – 0
7.9%
Home win
3 – 1
7.7%
Home win
Expected Goals & Win Odds
2.47
Rotherham xG
Total xG
3.65
1.18
Cheltenham xG
1.54
65%
Home win
5.28
19%
Draw
6.23
16%
Away win
Goals Markets
88%
Over 1.5
1.14
12%
Under 1.5
8.33
71%
Over 2.5
1.41
29%
Under 2.5
3.45
49%
Over 3.5
2.04
51%
Under 3.5
1.96
30%
Over 4.5
3.33
70%
Under 4.5
1.43
Match Markets
Both Teams to Score
64%
BTTS Yes
1.56
36%
BTTS No
2.77
Clean Sheet
31%
3.25
8%
11.78
Win to Nil
20%
5.01
1%
73.37
Score Probability Matrix (%)
| H \ A | 0 | 1 | 2 | 3 | 4 | 5 |
|---|---|---|---|---|---|---|
| 0 | 2.6 | 3.1 | 1.8 | 0.7 | 0.2 | – |
| 1 | 6.4 | 7.6 | 4.5 | 1.8 | 0.5 | 0.1 |
| 2 | 7.9 | 9.4 | 5.5 | 2.2 | 0.6 | 0.2 |
| 3 | 6.5 | 7.7 | 4.5 | 1.8 | 0.5 | 0.1 |
| 4 | 4.0 | 4.7 | 2.8 | 1.1 | 0.3 | 0.1 |
| 5 | 2.0 | 2.3 | 1.4 | 0.5 | 0.2 | – |
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 Rotherham vs Cheltenham?
Our Poisson model rates 2-1 as the single most likely exact scoreline, at 9.4%.
How many goals are Rotherham and Cheltenham expected to score?
The model projects 2.47 expected goals for Rotherham and 1.18 for Cheltenham, a combined total of 3.65.
How confident is the prediction model for Rotherham vs Cheltenham?
Reasonably confident — the model's leading outcome is rated at 65%, a clear lean rather than a toss-up.
📈 Form Insight
Form at a Glance
Rotherham come into this having played 25 games, going 15W 5D 5L for 2.00 points per game. Their last five reads W-W-L-W-L. The sample for Rotherham is still a mix of this season and last, given how young the current campaign is.
On the other side, Cheltenham sit at 1.20 PPG from 25 outings (7W 9D 9L), a run that reads L-L-D-D-D across their last five. The sample for Cheltenham is still a mix of this season and last, given how young the current campaign is.
Rotherham carry the stronger recent form of the two, 0.80 PPG clear of Cheltenham — worth weighing alongside whatever the head-to-head and market data say.
Venue Form
Rotherham's home form reads 8W 2D 1L across 11 games on their own ground, a 2.36 PPG return.
Away from home, Cheltenham have taken 0.91 points per game from 11 outings (2W 4D 5L).
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.
Goals in Recent Form
Rotherham are averaging 1.80 goals scored and 0.72 conceded per game recently; Cheltenham are on 1.24 scored and 1.76 conceded.
On BTTS specifically: Cheltenham in 68%.
Defensively: Rotherham have kept a clean sheet in 44% of their games — worth knowing if you're weighing up clean-sheet or BTTS-No markets.
Last 25 Results — League One
Current season: same league only · Previous season: all leagues (covers promoted/relegated teams)
Rotherham
Blended
Cheltenham
Blended
❓ Frequently Asked Questions
What form are Rotherham and Cheltenham in coming into this match?
Rotherham have gone 15W 5D 5L in their last 25 games (2.00 PPG), while Cheltenham have gone 7W 9D 9L in their last 25 (1.20 PPG).
Which team has the better venue record — Rotherham at home or Cheltenham away?
Rotherham's home record (2.36 PPG) is the stronger of the two venue-specific splits — Rotherham at home: 2.36 PPG; Cheltenham away: 0.91 PPG.
Have Rotherham or Cheltenham been keeping clean sheets recently?
Rotherham have kept a clean sheet in 44% of their recent games, Cheltenham in 12%.
⚔️ Rivalry Insight
Fixture History
2 meetings separate these sides on the data we hold, the series stretching back to October 2021. Every recorded meeting has come in League One. It has been a while since the last meeting — 22 January 2022, some 1 year back — so squads and form on both sides may look very different now.
Last 2 Meetings
2
Rotherham
0
Draws
0
Cheltenham
Recent Meetings
❓ Frequently Asked Questions
What is the head-to-head record between Rotherham and Cheltenham?
From 2 meetings on record, Rotherham have won 2, Cheltenham have won 0, and 0 have been drawn.
When did Rotherham and Cheltenham last play each other?
They last met on 22 January 2022, when Rotherham 1-0 Cheltenham.
Who has won more matches between Rotherham and Cheltenham?
Rotherham have the better head-to-head record, with 2 wins from 2 meetings.
📈 Trading Insight
First-Half Patterns
Rotherham are typically involved in an early goal — the half-time board shows at least one in 82% of their matches. They've gone in front at half-time 64% of the time.
Cheltenham are typically involved in an early goal — the half-time board shows at least one in 91% of their matches. They've gone in front at half-time 36% of the time, though they've let that lead slip 18% of the time they've held it — worth watching if they're only ahead by one.
Full-Time Trends
Both teams scoring has been the norm for this pairing lately — Rotherham at 73%, Cheltenham at 73%. That combined rate makes BTTS Yes a well-supported trading angle.
Goals have flowed in these teams' recent matches — Over 2.5 has landed at 73% for Rotherham and 54% for Cheltenham. Stepping up a level, Over 3.5 has also landed reasonably often — 54% and 46% respectively — worth a look for goal-hungry markets.
Current season: same league only. Previous season: all leagues (covers promoted/relegated teams). All = any venue | Venue = Rotherham 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 Rotherham play Cheltenham?
Yes — based on recent matches, both teams have scored in 73% of Rotherham's games and 73% of Cheltenham's, a combined rate that favours BTTS Yes.
Is Rotherham vs Cheltenham usually a high-scoring fixture?
Recent trends suggest it could be — Over 2.5 goals has landed in 73% of Rotherham's matches and 54% of Cheltenham's.
Do Rotherham and Cheltenham tend to score early?
Rotherham have had a goal before half-time in 82% of their recent matches, Cheltenham in 91% — a useful reference point for first-half goal markets.
Prediction vindicated as Rotherham edge out Cheltenham 1-0.
📝 Match Report
How It Unfolded
Rotherham beat Cheltenham 1-0 at AESSEAL New York Stadium, Regular Season - 29, 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 Rotherham 2.47 xG and Cheltenham 1.18 xG, a combined 3.65. The scoreboard read 1-0 for 1 actual goal. Rotherham fell 1.5 short of their projected output. Cheltenham landed 1.2 under their projected return. Those figures were built on strength ratings of Rotherham attack 1.53 / defence 1.06 against Cheltenham attack 0.90 / defence 1.43, drawn from 25/26 games (CurrentSeason).
On the result, the model split it Rotherham 65% | Draw 19% | Cheltenham 16%, with Rotherham to win its most likely call at 65%. The scoreboard confirmed the model's leading pick.
Goals & Markets
The model rated Over 2.5 goals at 71%. The game delivered 1, so it stayed under — a miss for the goals model. Over 1.5 had been 88% and missed. Over 3.5 was 49% and did not. On both teams to score, the model sat at 64% and the match did not — a miss on BTTS. Historically the two sides average 44% Over 2.5 across their same-competition games (Rotherham 36%, Cheltenham 52%), 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
Rotherham's trading profile (25 games, 11 home) set some clear expectations: BTTS lands in 40% of their matches — today it did not; they keep a clean sheet 44% of the time, and duly kept one.
Cheltenham's trading profile (25 games, 11 away) set some clear expectations: BTTS lands in 68% of their matches — today it did not.
Form vs Result
On form, Rotherham arrived the stronger side — 2.00 PPG against 1.20. The form guide was vindicated by the result. Rotherham (home/away splits) managed 1 against a 2.73 scoring average — below par going forward and conceded 0 against a 1.00 average — tighter than their form line. Cheltenham (home/away splits) managed 0 against a 1.27 scoring average — below par going forward and conceded 1 against a 2.00 average — tighter than their form line.
Verdict
Grading the result against the stored data, 2 of 4 pre-match signals came in: result (hit), Over 2.5 (miss), BTTS (miss), form (hit). A mixed scorecard — the data caught the broad shape of the game but not every market.
💡 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.