Doncaster 0-1 Hartlepool – Result & Analysis
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Poisson model rates Doncaster at 50%, yet other data sources diverge — this Doncaster vs Hartlepool fixture contains genuine analytical tension.
✍️ Match Preview
Pre-Match Analysis
Doncaster and Hartlepool meet at Eco-Power Stadium in League Two, Regular Season - 30. This fixture gets under way on Saturday 4 February 2023 at 15:00 UTC.
Form & Momentum
Doncaster have collected 1.50 PPG across 10 League Two outings this season: 5W 0D 5L. Last five: L W W L L. They are averaging 1.20 goals per game and conceding 1.80 — a modest attacking output that tempers optimism on the Over 2.5 market. 2 clean sheets from 10 outings provides some defensive foundation. This season is still relatively young for Doncaster, so this record blends games from this season and last.
In front of their own supporters this season, Doncaster have posted 5W 1D 4L at Eco-Power Stadium — 1.60 PPG. At home they are averaging 1.50 goals scored and 1.40 conceded per game. BTTS has landed in 60% of their home matches — a rate that supports the Yes angle in this fixture.
Hartlepool (all games): 3W 1D 6L across 10 League Two outings this term — 1.00 points per game. Last five: D L W L L. Their scoring rate of 1.30 per game is modest, conceding 2.10 — not a side to back heavily on the Over 2.5 from their form alone. Conceding 2.10 per game is a high rate — their defensive vulnerabilities have been exposed regularly this season. 2 clean sheets from 10 outings suggests some defensive organisation. Both teams have scored in 60% of their games — a noteworthy BTTS rate that supports the Yes market.
Hartlepool away from home this season: 2W 1D 7L from 10 away games — 0.70 PPG on the road. Away from home they average 1.00 goals scored and 1.80 conceded per game. BTTS has landed in 60% of their away games — meaningful support for the Yes angle in this specific context.
Form favours the hosts. Doncaster's 1.50 PPG return is 0.50 points per game ahead of Hartlepool's 1.00 — a genuine gap in recent results that provides a statistically grounded case for backing the home side.
In terms of goals, both squads have been finding the net consistently (using home/away splits) — Doncaster have seen both teams score in 60% of their games, Hartlepool in 60%. That combined rate is a strong statistical case for BTTS Yes as a standalone play.
H2H Analysis
The head-to-head record is closely matched — Doncaster lead 0W to 1W over the last 1 encounters, with 0 draws, though neither side has established a commanding advantage.
These two sides have produced goals at a consistent rate historically, averaging 3.0 per game across 1 meetings. That scoring profile provides genuine support for the Over 2.5 angle. The most recent clash, on 4 Oct 2022, 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.
Trading Data
Doncaster goal-timing and half-time pattern breakdown (72 games, 35 at home): they score before half-time in 66% of fixtures in home games; when goalless at HT, a second-half goal follows 83% of the time; BTTS occurs in 49% of their matches (home games); Over 2.5 goals lands in 49% of games (home games); they fail to score in 42% of games.
Hartlepool goal-timing and half-time pattern breakdown (72 games, 35 at away): they score before half-time in 69% of fixtures in away games; when goalless at HT, a second-half goal follows 64% of the time; BTTS occurs in 54% of their matches (away games); Over 2.5 goals lands in 51% of games (away games); they fail to score in 39% of games.
BTTS rates are mixed from the trading data — Doncaster 44% versus Hartlepool 53%; no strong lean in either direction. The over/under 2.5 picture is inconclusive from the in-play data (Doncaster 51% | Hartlepool 49%).
Poisson Model
The Poisson distribution model projects Doncaster 1.82 xG and Hartlepool 1.29 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: Doncaster attack 1.121 / defence 1.266 | Hartlepool attack 0.962 / defence 1.304. League average goals — home 1.248 / away 1.057. Hartlepool bring a strong defensive rating of 1.304 — this is suppressing Doncaster's projected output below what their attack strength alone would suggest. Data: 26 Doncaster games / 74 Hartlepool games used (CurrentSeason).
Result probabilities: Doncaster 50% | Draw 23% | Hartlepool 27%. Fair-value odds: Doncaster 2.00 | Draw 4.35 | Hartlepool 3.70. Doncaster hold a narrow Poisson edge at 50% — the draw (23%) is close enough to merit draw-inclusive market consideration.
Goals markets: Over 2.5 probability 60% | BTTS probability 61% | Total xG 3.11. Over 2.5 holds a meaningful probability edge at 60% — the 3.11 total xG provides moderate support, though the model is not projecting a high-scoring game. BTTS Yes at 61% reflects that both xG figures (1.82 / 1.29) are above the threshold where scoring blanks become the primary outcome — both sides are projected to find the net.
Verdict
The Poisson model's primary lean is Doncaster at 50% — moderate model lean. Current-season form corroborates the Poisson lean — partial multi-source support. Draw probability of 23% warrants consideration of Double Chance or Draw No Bet on Doncaster if the outright odds are short.
On the goals line, Poisson's 3.11 combined xG gives a 60% probability to Over 2.5 — reasonable, supported by form averaging 2.8 goals per game.
The Poisson model's BTTS call is Yes at 61%. Form rates corroborate: Doncaster 60% | Hartlepool 60% BTTS from recent games.
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💡 Key Insights
🏟️ Match Context
• Fixture: Doncaster vs Hartlepool | Competition: League Two, Regular Season - 30 | Venue: Eco-Power Stadium • Kick-off: Saturday 4 Feb 2023, 15:00 UTC • Data inputs: H2H history, form splits, prediction model signals, and market pricing
📊 Statistical Prediction
• Poisson result probabilities: Doncaster 50% | Draw 23% | Hartlepool 27% • Poisson goal markets: Over 2.5 60% | BTTS 61% | xG Doncaster 1.82 / Hartlepool 1.29 • Poisson strength factors: Doncaster attack 1.121 / def 1.266 | Hartlepool attack 0.962 / def 1.304 | league avg home 1.248 / away 1.057 • Poisson stance: Doncaster (50%) — moderate lean
🧮 Prediction Model
1.82
Doncaster xG
Expected Goals
1.29
Hartlepool xG
61%
BTTS
82%
Over 1.5
60%
Over 2.5
38%
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 Doncaster vs Hartlepool kick off?
Doncaster vs Hartlepool kicked off at 15:00 on Saturday 4 February 2023 at Eco-Power Stadium.
What was the final score in Doncaster vs Hartlepool?
Doncaster 0 - 1 Hartlepool.
Where is Doncaster vs Hartlepool being played?
The match is being played at Eco-Power Stadium.
What competition is Doncaster vs Hartlepool part of?
Doncaster vs Hartlepool is a Regular Season - 30 fixture in the League Two (England).
Who is favourite to win Doncaster vs Hartlepool?
Our statistical model gives Doncaster a 50% chance of winning, Hartlepool a 27% chance, and a 23% chance of a draw — making Doncaster the favourite.
Will both teams score in Doncaster vs Hartlepool?
Our model estimates a 61% probability that both Doncaster and Hartlepool will score (BTTS).
Will Doncaster vs Hartlepool have over 2.5 goals?
Our model puts the probability of over 2.5 goals in this match at 60%.
What is the head-to-head record between Doncaster and Hartlepool?
Record (1 meetings): Doncaster 0W | Draws 0 | Hartlepool 1W.
What form are Doncaster and Hartlepool in?
Doncaster (all comps): 5W-0D-5L in 10 | 1.50 PPG | GF 1.20 / GA 1.80 | L5 L-W-W-L-L. Hartlepool (all comps): 3W-1D-6L in 10 | 1.00 PPG | GF 1.30 / GA 2.10 | L5 D-L-W-L-L.
🧮 Model Insight
Where the Numbers Come From
Doncaster's attacking strength (1.12x league average) is weighed against Hartlepool's defensive record (1.30x) to produce a home expected-goals figure of 1.82. Flip it around — Hartlepool's attack (0.96x) against Doncaster's defence (1.27x) — and the away total comes out at 1.29.
These ratings are built from 26/74 games of current-season data — a full enough sample to trust.
Most Likely Scorelines
The model's single most probable exact score is 1-1, at 11.8%. Close behind: 2-1 (9.5%), 2-0 (7.4%). Together the top three scorelines make up 29% of the probability — a moderately spread distribution, typical of a competitive match-up.
Most Likely Outcome
Doncaster Win
50%
2.00
23%
4.31
27%
3.72
Top 3 Most Likely Scorelines
1 – 1
10.5%
Draw
Most likely
2 – 1
9.5%
Home win
1 – 0
8.1%
Home win
Expected Goals & Win Odds
1.82
Doncaster xG
Total xG
3.11
1.29
Hartlepool xG
2.00
50%
Home win
4.31
23%
Draw
3.72
27%
Away win
Goals Markets
82%
Over 1.5
1.22
18%
Under 1.5
5.56
60%
Over 2.5
1.67
40%
Under 2.5
2.50
38%
Over 3.5
2.63
62%
Under 3.5
1.61
20%
Over 4.5
5.00
80%
Under 4.5
1.25
Match Markets
Both Teams to Score
61%
BTTS Yes
1.64
39%
BTTS No
2.56
Clean Sheet
28%
3.62
16%
6.20
Win to Nil
14%
7.26
4%
23.08
Score Probability Matrix (%)
| H \ A | 0 | 1 | 2 | 3 | 4 | 5 |
|---|---|---|---|---|---|---|
| 0 | 4.5 | 5.7 | 3.7 | 1.6 | 0.5 | 0.1 |
| 1 | 8.1 | 10.5 | 6.7 | 2.9 | 0.9 | 0.2 |
| 2 | 7.4 | 9.5 | 6.1 | 2.6 | 0.8 | 0.2 |
| 3 | 4.5 | 5.8 | 3.7 | 1.6 | 0.5 | 0.1 |
| 4 | 2.1 | 2.6 | 1.7 | 0.7 | 0.2 | 0.1 |
| 5 | 0.8 | 1.0 | 0.6 | 0.3 | 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 Doncaster vs Hartlepool?
Our Poisson model rates 1-1 as the single most likely exact scoreline, at 11.8%.
How many goals are Doncaster and Hartlepool expected to score?
The model projects 1.82 expected goals for Doncaster and 1.29 for Hartlepool, a combined total of 3.11.
How confident is the prediction model for Doncaster vs Hartlepool?
Not very — the model's leading outcome sits at just 50%, meaning this is rated as a genuinely open contest with no dominant favourite.
📈 Form Insight
Recent Form Overview
Across their last 72 outings, Doncaster have picked up 1.04 PPG on a 21W 12D 39L record — L-W-W-L-L across the most recent five. The sample for Doncaster is still a mix of this season and last, given how young the current campaign is.
Hartlepool's form line: 18W 19D 35L from 72 games, 1.01 PPG, last five D-L-W-L-L.
There isn't much between them on recent form — 1.04 PPG for Doncaster against 1.01 for Hartlepool. Neither side arrives with a clear form advantage.
How They Fare by Venue
On home soil, Doncaster have posted 1.31 PPG from 35 outings (14W 4D 17L).
On the road, Hartlepool have gone 7W 7D 21L from 35 away games — 0.80 PPG when travelling.
Comparing the two in their relevant venue splits, Doncaster come out ahead — a more targeted read than the overall PPG figures above, since it strips out games played in the opposite context.
Attack vs Defence
Doncaster are averaging 0.94 goals scored and 1.68 conceded per game recently; Hartlepool are on 0.96 scored and 1.57 conceded.
Last 72 Results — League Two
Current season: same league only · Previous season: all leagues (covers promoted/relegated teams)
Doncaster
Blended
Hartlepool
Current Season
❓ Frequently Asked Questions
What form are Doncaster and Hartlepool in coming into this match?
Doncaster have gone 21W 12D 39L in their last 72 games (1.04 PPG), while Hartlepool have gone 18W 19D 35L in their last 72 (1.01 PPG).
Which team has the better venue record — Doncaster at home or Hartlepool away?
Doncaster's home record (1.31 PPG) is the stronger of the two venue-specific splits — Doncaster at home: 1.31 PPG; Hartlepool away: 0.80 PPG.
⚔️ Rivalry Insight
The Rivalry So Far
These sides have met 2 times that we have on record, stretching back to October 2022 — a rivalry that has played out across roughly 1 year. Every recorded meeting has come in League Two. It has been a while since the last meeting — 4 February 2023, some 1 year back — so squads and form on both sides may look very different now.
Last 2 Meetings
0
Doncaster
0
Draws
2
Hartlepool
Recent Meetings
❓ Frequently Asked Questions
What is the head-to-head record between Doncaster and Hartlepool?
From 2 meetings on record, Doncaster have won 0, Hartlepool have won 2, and 0 have been drawn.
When did Doncaster and Hartlepool last play each other?
They last met on 4 February 2023, when Doncaster 0-1 Hartlepool.
Who has won more matches between Doncaster and Hartlepool?
Hartlepool have the better head-to-head record, with 2 wins from 2 meetings.
📈 Trading Insight
Early Goal Trends
Doncaster are typically involved in an early goal — the half-time board shows at least one in 66% of their matches.
Hartlepool are typically involved in an early goal — the half-time board shows at least one in 69% of their matches.
Full-Time Markets
BTTS sits in mixed territory for this pairing — Doncaster 49%, Hartlepool 54% — no strong lean either way from the trading data alone.
Over 2.5 has been close to a coin-flip for both sides — 49% (Doncaster) and 51% (Hartlepool).
On the defensive side: Doncaster have failed to score in 34% of games; Hartlepool in 40%.
Current season: same league only. Previous season: all leagues (covers promoted/relegated teams). All = any venue | Venue = Doncaster 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 Doncaster play Hartlepool?
Not especially — both teams scoring has occurred in only 49% of Doncaster's recent matches and 54% of Hartlepool's, a rate that leans toward BTTS No.
Is Doncaster vs Hartlepool usually a high-scoring fixture?
Not particularly — Over 2.5 goals has come in for only 49% of Doncaster's recent games and 51% of Hartlepool's, pointing to a tighter contest.
Do Doncaster and Hartlepool tend to score early?
Doncaster have had a goal before half-time in 66% of their recent matches, Hartlepool in 69% — a useful reference point for first-half goal markets.
Shock result as Hartlepool defy the odds to beat Doncaster 0-1.
📝 Match Report
How It Unfolded
Hartlepool beat Doncaster 0-1 at Eco-Power Stadium, Regular Season - 30, in the League Two. 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 Doncaster 1.82 xG and Hartlepool 1.29 xG, a combined 3.11. The scoreboard read 0-1 for 1 actual goal. Doncaster fell 1.8 short of their projected output. Those figures were built on strength ratings of Doncaster attack 1.12 / defence 1.27 against Hartlepool attack 0.96 / defence 1.30, drawn from 26/74 games (CurrentSeason).
On the result, the model split it Doncaster 50% | Draw 23% | Hartlepool 27%, with Doncaster to win its most likely call at 50%. The actual Hartlepool win had been the model's second-ranked read at 27%, so the result diverged from the top call without being a shock.
Goals & Markets
The model rated Over 2.5 goals at 60%. The game delivered 1, so it stayed under — against the model's lean. Over 1.5 had been 82% and missed. On both teams to score, the model sat at 61% and the match did not — a miss on BTTS. Historically the two sides average 50% Over 2.5 across their same-competition games (Doncaster 51%, Hartlepool 49%), a base rate that pointed the other way from today's under. Their combined BTTS history runs at 49%, which matched the one-sided outcome.
Trading Patterns vs Reality
Doncaster's trading profile (72 games, 35 home) set some clear expectations: BTTS lands in 44% of their matches — today it did not; they fail to score in 42% of games, a blank that repeated today.
Hartlepool's trading profile (72 games, 35 away) set some clear expectations: BTTS lands in 53% of their matches — today it did not.
Form vs Result
The form lines were close — Doncaster 1.04 PPG, Hartlepool 1.01 PPG — offering no strong steer, and the Hartlepool win broke the near-deadlock. Doncaster (home/away splits) managed 0 against a 1.11 scoring average — below par going forward. Hartlepool (home/away splits) conceded 0 against a 1.80 average — tighter than their form line.
Verdict
Grading the result against the stored data, 0 of 3 pre-match signals came in: result (miss), Over 2.5 (miss), BTTS (miss). This one broke away from the data — most of the pre-match signals were overturned by how the ninety minutes actually played out.
💡 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.