Rochdale 2-1 Hartlepool – Result & Analysis
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Poisson model rates Rochdale at 44%, yet other data sources diverge — this Rochdale vs Hartlepool fixture contains genuine analytical tension.
✍️ Match Preview
Fixture Analysis
It is a League Two clash, Regular Season - 43 as Rochdale welcome Hartlepool to Crown Oil Arena. Kick-off is set for Monday 18 April 2022 at 15:00 UTC.
Recent Form
Across all League Two games this season, Rochdale have gone 2W 3D 5L from 10 outings — a 0.90 PPG return. Last five: L W D W L. They are averaging 0.50 goals per game and conceding 1.00 — 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.
In front of their own supporters this season, Rochdale have posted 3W 6D 1L at Crown Oil Arena — 1.50 PPG. At home they are averaging 0.90 goals scored and 0.60 conceded per game. 6 clean sheets from 10 home games (60%) — they are an exceptionally hard side to score against at Crown Oil Arena. At home, both teams have scored in only 30% of games — reinforcing BTTS No as the home-venue-backed angle. Their home PPG of 1.50 is noticeably stronger than their overall 0.90 — Rochdale are significantly better at Crown Oil Arena than their overall form suggests.
Hartlepool — All Games: 2W 3D 5L from 10 League Two fixtures this season — 0.90 PPG. Last five: L D L D L. Their scoring rate of 0.90 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.
Hartlepool's form when playing away from home: 4W 3D 3L across 10 road games this term (1.50 PPG). Away from home they average 1.00 goals scored and 1.20 conceded per game. Their away PPG of 1.50 exceeds their overall 0.90 — they actually perform better on the road than their aggregate form implies.
There is minimal separation in the form figures — Rochdale at 0.90 PPG versus Hartlepool's 0.90. The form guide is not providing a strong directional steer; the model and market data will carry more weight in the final assessment.
H2H
The rivalry is an even one: 0 wins apiece for Rochdale, 1 for Hartlepool and 0 shared spoils from 1 past contests. Neither side holds a meaningful historical edge.
The 1 previous encounters between these sides have been high-scoring affairs — 3.0 goals per contest on average. Historical precedent backs the Over 2.5 goals market. The most recent clash, on 8 Dec 2021, ended 1–2 with Hartlepool winning.
With the win record balanced, the strongest H2H-derived signal is in the goals market. At 3.0 goals per game historically, Over 2.5 is the cleaner angle to extract from the head-to-head data.
In-Play Data
Rochdale trading profile (42 games, 21 at home): they score before half-time in 52% of fixtures in home games; when goalless at HT, a second-half goal follows 61% of the time; BTTS occurs in 43% of their matches (home games); Over 2.5 goals lands in 29% of games (home games); they fail to score in 38% of games.
Hartlepool trading profile (42 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 65% of the time; BTTS occurs in 43% of their matches (away games); Over 2.5 goals lands in 43% of games (away games); they fail to score in 40% of games.
BTTS rates are mixed from the trading data — Rochdale 50% versus Hartlepool 48%; no strong lean in either direction. The over/under 2.5 picture is inconclusive from the in-play data (Rochdale 40% | Hartlepool 40%).
Poisson Model
The Poisson distribution model projects Rochdale 1.18 xG and Hartlepool 0.80 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: Rochdale attack 0.872 / defence 0.863 | Hartlepool attack 0.845 / defence 1.381. League average goals — home 0.979 / away 1.093. Hartlepool bring a strong defensive rating of 1.381 — this is suppressing Rochdale's projected output below what their attack strength alone would suggest. Data: 42 Rochdale games / 42 Hartlepool games used (CurrentSeason).
Result probabilities: Rochdale 44% | Draw 31% | Hartlepool 25%. Fair-value odds: Rochdale 2.27 | Draw 3.23 | Hartlepool 4.00. This is a low-confidence result — no outcome exceeds 45%. The draw at 31% is a primary outcome, not an afterthought.
Goals markets: Over 2.5 probability 32% | BTTS probability 38% | Total xG 1.98. Under 2.5 is the strongly backed market at 68% probability — total xG of 1.98 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 38% is moderate — neither team is projected to score with enough certainty to make Yes a clear standalone call.
Our Verdict
Poisson rates Rochdale as the most likely outcome at 44% — marginal model lean. With a 31% draw probability, Draw No Bet on Rochdale offers a more defensible entry point than the straight win.
The Poisson model projects 1.98 xG in total — Under 2.5 at 32% — reasonable confidence, supported by form averaging 1.9 goals per game.
On the BTTS market, Poisson puts 38% on No. Form rates corroborate: Rochdale 30% | Hartlepool 50% BTTS from recent games.
🔮 Your Prediction
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💡 Key Insights
🏟️ Match Context
• Fixture: Rochdale vs Hartlepool | Competition: League Two, Regular Season - 43 | Venue: Crown Oil Arena • Kick-off: Monday 18 Apr 2022, 15:00 UTC • Data inputs: H2H history, form splits, prediction model signals, and market pricing
📊 Statistical Prediction
• Poisson result probabilities: Rochdale 44% | Draw 31% | Hartlepool 25% • Poisson goal markets: Over 2.5 32% | BTTS 38% | xG Rochdale 1.18 / Hartlepool 0.80 • Poisson strength factors: Rochdale attack 0.872 / def 0.863 | Hartlepool attack 0.845 / def 1.381 | league avg home 0.979 / away 1.093 • Poisson stance: Rochdale (44%) — low confidence — close contest
🧮 Prediction Model
1.18
Rochdale xG
Expected Goals
0.80
Hartlepool xG
38%
BTTS
59%
Over 1.5
32%
Over 2.5
14%
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 Rochdale vs Hartlepool kick off?
Rochdale vs Hartlepool kicked off at 15:00 on Monday 18 April 2022 at Crown Oil Arena.
What was the final score in Rochdale vs Hartlepool?
Rochdale 2 - 1 Hartlepool.
Where is Rochdale vs Hartlepool being played?
The match is being played at Crown Oil Arena.
What competition is Rochdale vs Hartlepool part of?
Rochdale vs Hartlepool is a Regular Season - 43 fixture in the League Two (England).
Who is favourite to win Rochdale vs Hartlepool?
Our statistical model gives Rochdale a 44% chance of winning, Hartlepool a 25% chance, and a 31% chance of a draw — making Rochdale the favourite.
Will both teams score in Rochdale vs Hartlepool?
Our model estimates a 38% probability that both Rochdale and Hartlepool will score (BTTS).
Will Rochdale vs Hartlepool have over 2.5 goals?
Our model puts the probability of over 2.5 goals in this match at 32%.
What is the head-to-head record between Rochdale and Hartlepool?
Record (1 meetings): Rochdale 0W | Draws 0 | Hartlepool 1W.
What form are Rochdale and Hartlepool in?
Rochdale (all comps): 2W-3D-5L in 10 | 0.90 PPG | GF 0.50 / GA 1.00 | L5 L-W-D-W-L. Hartlepool (all comps): 2W-3D-5L in 10 | 0.90 PPG | GF 0.90 / GA 1.60 | L5 L-D-L-D-L.
🧮 Model Insight
How the Model Works This Match
Rochdale's attacking strength (0.87x league average) is weighed against Hartlepool's defensive record (1.38x) to produce a home expected-goals figure of 1.18. The same calculation in reverse, Hartlepool's attack versus Rochdale's defence, projects 0.80 expected goals for the visitors.
These ratings are built from 42/42 games of current-season data — a full enough sample to trust.
Most Likely Scorelines
The model's single most probable exact score is 0-0, at 15.6%. Close behind: 1-1 (14.7%), 1-0 (14.7%). Those top three scorelines alone account for 45% of the model's total probability mass — a relatively concentrated, predictable distribution for this fixture.
Most Likely Outcome
Rochdale Win
44%
2.25
31%
3.23
25%
4.07
Top 3 Most Likely Scorelines
1 – 0
16.3%
Home win
Most likely
0 – 0
13.9%
Draw
1 – 1
13.0%
Draw
Expected Goals & Win Odds
1.18
Rochdale xG
Total xG
1.98
0.80
Hartlepool xG
2.25
44%
Home win
3.23
31%
Draw
4.07
25%
Away win
Goals Markets
59%
Over 1.5
1.69
41%
Under 1.5
2.44
32%
Over 2.5
3.12
68%
Under 2.5
1.47
14%
Over 3.5
7.14
86%
Under 3.5
1.16
5%
Over 4.5
20.00
95%
Under 4.5
1.05
Match Markets
Both Teams to Score
38%
BTTS Yes
2.61
62%
BTTS No
1.62
Clean Sheet
45%
2.22
31%
3.25
Win to Nil
20%
4.99
8%
13.24
Score Probability Matrix (%)
| H \ A | 0 | 1 | 2 | 3 | 4 | 5 |
|---|---|---|---|---|---|---|
| 0 | 13.9 | 11.0 | 4.4 | 1.2 | 0.2 | – |
| 1 | 16.3 | 13.0 | 5.2 | 1.4 | 0.3 | – |
| 2 | 9.6 | 7.7 | 3.1 | 0.8 | 0.2 | – |
| 3 | 3.8 | 3.0 | 1.2 | 0.3 | 0.1 | – |
| 4 | 1.1 | 0.9 | 0.4 | 0.1 | – | – |
| 5 | 0.3 | 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 Rochdale vs Hartlepool?
Our Poisson model rates 0-0 as the single most likely exact scoreline, at 15.6%.
How many goals are Rochdale and Hartlepool expected to score?
The model projects 1.18 expected goals for Rochdale and 0.80 for Hartlepool, a combined total of 1.98.
How confident is the prediction model for Rochdale vs Hartlepool?
Not very — the model's leading outcome sits at just 44%, meaning this is rated as a genuinely open contest with no dominant favourite.
📈 Form Insight
Form at a Glance
Rochdale's recent record stands at 10W 17D 15L from 42 games, a 1.12 PPG return, with L-W-D-W-L in the last five.
Hartlepool, meanwhile, have gone 14W 11D 17L across 42 games — 1.26 PPG, with L-D-L-D-L in their last five.
Form-wise this is close to level: Rochdale on 1.12 PPG, Hartlepool on 1.26. Other factors will likely decide this one more than recent results.
Venue Form
At home specifically, Rochdale have managed 6W 11D 4L from 21 games — 1.38 PPG in front of their own supporters.
Hartlepool's away record stands at 5W 4D 12L across 21 trips, a 0.90 PPG haul.
Comparing the two in their relevant venue splits, Rochdale 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
Rochdale are averaging 1.05 goals scored and 1.24 conceded per game recently; Hartlepool are on 1.00 scored and 1.33 conceded.
Last 42 Results — League Two
Current season: same league only · Previous season: all leagues (covers promoted/relegated teams)
Rochdale
Current Season
Hartlepool
Current Season
❓ Frequently Asked Questions
What form are Rochdale and Hartlepool in coming into this match?
Rochdale have gone 10W 17D 15L in their last 42 games (1.12 PPG), while Hartlepool have gone 14W 11D 17L in their last 42 (1.26 PPG).
Which team has the better venue record — Rochdale at home or Hartlepool away?
Rochdale's home record (1.38 PPG) is the stronger of the two venue-specific splits — Rochdale at home: 1.38 PPG; Hartlepool away: 0.90 PPG.
⚔️ Rivalry Insight
Fixture History
4 meetings separate these sides on the data we hold, the series stretching back to December 2021. Every recorded meeting has come in League Two. It has been a while since the last meeting — 21 January 2023, some 1 year back — so squads and form on both sides may look very different now.
Streaks & Records
There's a clear current trend here: Hartlepool have taken the last 2 head-to-head results.
Rochdale's record when hosting Hartlepool specifically: 1W 0D 1L from 2 games — a narrower, venue-specific slice of the head-to-head picture.
Last 4 Meetings
1
Rochdale
0
Draws
3
Hartlepool
Recent Meetings
❓ Frequently Asked Questions
What is the head-to-head record between Rochdale and Hartlepool?
From 4 meetings on record, Rochdale have won 1, Hartlepool have won 3, and 0 have been drawn.
When did Rochdale and Hartlepool last play each other?
They last met on 21 January 2023, when Hartlepool 2-0 Rochdale.
Who has won more matches between Rochdale and Hartlepool?
Hartlepool have the better head-to-head record, with 3 wins from 4 meetings.
📈 Trading Insight
First-Half Patterns
Rochdale see a goal before the break in 52% of their matches. They've also shown some fight from behind, salvaging a draw or win after trailing at half-time in 14% of those situations.
Hartlepool are typically involved in an early goal — the half-time board shows at least one in 67% of their matches.
Full-Time Trends
BTTS sits in mixed territory for this pairing — Rochdale 43%, Hartlepool 43% — no strong lean either way from the trading data alone.
Over 2.5 has been close to a coin-flip for both sides — 29% (Rochdale) and 43% (Hartlepool).
On the defensive side: Rochdale keep a clean sheet in 43% of their matches; Rochdale have failed to score in 33% of games; Hartlepool in 52%.
Current season: same league only. Previous season: all leagues (covers promoted/relegated teams). All = any venue | Venue = Rochdale home games / Hartlepool away games. HT metrics require half-time score data — shown as — where unavailable.
❓ Frequently Asked Questions
Do both teams usually score when Rochdale play Hartlepool?
Not especially — both teams scoring has occurred in only 43% of Rochdale's recent matches and 43% of Hartlepool's, a rate that leans toward BTTS No.
Is Rochdale vs Hartlepool usually a high-scoring fixture?
Not particularly — Over 2.5 goals has come in for only 29% of Rochdale's recent games and 43% of Hartlepool's, pointing to a tighter contest.
Do Rochdale and Hartlepool tend to score early?
Rochdale have had a goal before half-time in 52% of their recent matches, Hartlepool in 67% — a useful reference point for first-half goal markets.
Prediction vindicated as Rochdale edge out Hartlepool 2-1.
📝 Match Report
How It Unfolded
Rochdale beat Hartlepool 2-1 at Crown Oil Arena, Regular Season - 43, in the League Two. 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 Rochdale 1.18 xG and Hartlepool 0.80 xG, a combined 1.98. The scoreboard read 2-1 for 3 actual goals. Rochdale beat their projection by 0.8 — clinical relative to the chances the model priced in. Those figures were built on strength ratings of Rochdale attack 0.87 / defence 0.86 against Hartlepool attack 0.84 / defence 1.38, drawn from 42/42 games (CurrentSeason).
On the result, the model split it Rochdale 44% | Draw 31% | Hartlepool 25%, with Rochdale to win its most likely call at 44%. The scoreboard confirmed the model's leading pick.
Goals & Markets
The model rated Over 2.5 goals at 32%. The game delivered 3, so it went over — a miss for the goals model. Over 1.5 had been 59% and landed. On both teams to score, the model sat at 38% and the match saw both sides score — a miss on BTTS. Historically the two sides average 40% Over 2.5 across their same-competition games (Rochdale 40%, Hartlepool 40%), a base rate that pointed the other way from today's over. Their combined BTTS history runs at 49%, which did not match the both-scored outcome.
Trading Patterns vs Reality
Rochdale's trading profile (42 games, 21 home) set some clear expectations: BTTS lands in 50% of their matches — today it did.
Hartlepool's trading profile (42 games, 21 away) set some clear expectations: BTTS lands in 48% of their matches — today it did.
Form vs Result
The form lines were close — Rochdale 1.12 PPG, Hartlepool 1.26 PPG — offering no strong steer, and the Rochdale win broke the near-deadlock. Rochdale (home/away splits) scored 2 against a 1.10 average — above their attacking norm.
Verdict
Grading the result against the stored data, 1 of 3 pre-match signals came in: result (hit), Over 2.5 (miss), BTTS (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.