Swindon Town 2-1 Hartlepool – Result & Analysis
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Poisson rates Swindon Town at 62% — current form provides partial corroboration, though signals are mixed in this Swindon Town vs Hartlepool encounter.
✍️ Match Preview
Match Analysis
Swindon Town host Hartlepool at The County Ground in League Two, Regular Season - 16. Kick-off is scheduled for Saturday 22 October 2022 at 15:00 UTC.
Recent Form
Across all League Two games this season, Swindon Town have gone 6W 2D 2L from 10 outings — a 2.00 PPG return. Last five: W L W L W. They are averaging 1.30 goals per game and conceding 0.80 — a modest attacking output that tempers optimism on the Over 2.5 market. Defensively, conceding just 0.80 per game is an exceptional defensive record — one of the tightest in the division. 5 clean sheets from 10 games (50%) is a standout defensive return — they are keeping their net clean in more than half their matches. This season is still relatively young for Swindon Town, so this record blends games from this season and last.
Swindon Town's home record at The County Ground: 7W 2D 1L from 10 League Two appearances (2.30 PPG). At home they are averaging 1.60 goals scored and 0.80 conceded per game. 4 home clean sheets from 10 games (40%) — a solid defensive base on their own ground. BTTS has landed in 60% of their home matches — a rate that supports the Yes angle in this fixture.
Looking at all fixtures this season, Hartlepool stand at 1W 4D 5L from 10 League Two matches — 0.70 PPG. Last five: D D W L L. Their scoring rate of 1.10 per game is modest, conceding 1.90 — 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 80% of their matches this season — one of the stronger BTTS rates in the division, making Yes a well-evidenced play. This season is still relatively young for Hartlepool, so this record blends games from this season and last.
Hartlepool's form when playing away from home: 0W 4D 6L across 10 road games this term (0.40 PPG). Away from home they average 1.00 goals scored and 2.10 conceded per game. Both teams have scored in 80% of their away matches — a high BTTS rate on the road that directly informs this fixture.
On current form, Swindon Town have the edge — a 1.30 PPG advantage (2.00 vs 0.70) 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.
The BTTS market is worth targeting here. Swindon Town register both teams scoring in 60% of relevant matches, Hartlepool in 80% (using home/away splits) — both sides above the 60% threshold gives BTTS Yes firm statistical grounding.
H2H Record
The H2H landscape is flat: 2 previous encounters have yielded 2 wins for Swindon Town, 0 for Hartlepool and 0 draws. A neutral reading in isolation.
Goals have been a feature of this fixture. The last 2 meetings have averaged 3.5 per game — a rate that gives the Over 2.5 market a solid historical foundation. The most recent clash, on 23 Apr 2022, ended 3–0 with Swindon Town winning.
With the win record balanced, the strongest H2H-derived signal is in the goals market. At 3.5 goals per game historically, Over 2.5 is the cleaner angle to extract from the head-to-head data.
Trading Patterns
Swindon Town in-play and half-time data (60 games, 30 at home): they score before half-time in 53% of fixtures in home games; when goalless at HT, a second-half goal follows 76% of the time; BTTS occurs in 60% of their matches (home games); Over 2.5 goals lands in 57% of games (home games).
Hartlepool in-play and half-time data (60 games, 30 at away): they score before half-time in 67% of fixtures in away games; when goalless at HT, a second-half goal follows 61% of the time; BTTS occurs in 53% of their matches (away games); Over 2.5 goals lands in 50% of games (away games); they fail to score in 40% of games.
BTTS rates are mixed from the trading data — Swindon Town 58% versus Hartlepool 52%; no strong lean in either direction. The over/under 2.5 picture is inconclusive from the in-play data (Swindon Town 57% | Hartlepool 45%).
Poisson Model
The Poisson distribution model projects Swindon Town 1.96 xG and Hartlepool 0.90 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: Swindon Town attack 1.140 / defence 0.878 | Hartlepool attack 1.001 / defence 1.421. League average goals — home 1.208 / away 1.025. Hartlepool bring a strong defensive rating of 1.421 — this is suppressing Swindon Town's projected output below what their attack strength alone would suggest. Data: 60 Swindon Town games / 60 Hartlepool games used (CurrentSeason).
Result probabilities: Swindon Town 62% | Draw 21% | Hartlepool 17%. Fair-value odds: Swindon Town 1.61 | Draw 4.76 | Hartlepool 5.88. The model has a clear lean to Swindon Town (62%) — a 45pp gap over the next-most-likely outcome reflects a meaningful statistical advantage.
Goals markets: Over 2.5 probability 54% | BTTS probability 51% | Total xG 2.86. Over/Under 2.5 is close to a coin-flip at 54%/46% — the total xG of 2.86 sits near the 2.5 margin; this is a low-edge market from a Poisson standpoint. BTTS probability of 51% is moderate — neither team is projected to score with enough certainty to make Yes a clear standalone call.
Summary & Verdict
The Poisson model's primary lean is Swindon Town at 62% — clear model lean. Current-season form corroborates the Poisson lean — partial multi-source support. Draw No Bet is worth pricing alongside the outright: 21% draw probability makes the stalemate a live outcome even at this conviction level.
Poisson projects 2.86 total expected goals, pointing to Over 2.5 at 54% probability — reasonable conviction, supported by form averaging 2.8 goals per game.
The Poisson model's BTTS call is Yes at 51%. Form rates corroborate: Swindon Town 60% | Hartlepool 80% BTTS from recent games.
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💡 Key Insights
🏟️ Match Context
• Fixture: Swindon Town vs Hartlepool | Competition: League Two, Regular Season - 16 | Venue: The County Ground • Kick-off: Saturday 22 Oct 2022, 15:00 UTC • Data inputs: H2H history, form splits, prediction model signals, and market pricing
📊 Statistical Prediction
• Poisson result probabilities: Swindon Town 62% | Draw 21% | Hartlepool 17% • Poisson goal markets: Over 2.5 54% | BTTS 51% | xG Swindon Town 1.96 / Hartlepool 0.90 • Poisson strength factors: Swindon Town attack 1.140 / def 0.878 | Hartlepool attack 1.001 / def 1.421 | league avg home 1.208 / away 1.025 • Poisson stance: Swindon Town (62%) — strong lean
🧮 Prediction Model
1.96
Swindon Town xG
Expected Goals
0.90
Hartlepool xG
51%
BTTS
78%
Over 1.5
54%
Over 2.5
32%
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 Swindon Town vs Hartlepool kick off?
Swindon Town vs Hartlepool kicked off at 15:00 on Saturday 22 October 2022 at The County Ground.
What was the final score in Swindon Town vs Hartlepool?
Swindon Town 2 - 1 Hartlepool.
Where is Swindon Town vs Hartlepool being played?
The match is being played at The County Ground.
What competition is Swindon Town vs Hartlepool part of?
Swindon Town vs Hartlepool is a Regular Season - 16 fixture in the League Two (England).
Who is favourite to win Swindon Town vs Hartlepool?
Our statistical model gives Swindon Town a 62% chance of winning, Hartlepool a 17% chance, and a 21% chance of a draw — making Swindon Town the favourite.
Will both teams score in Swindon Town vs Hartlepool?
Our model estimates a 51% probability that both Swindon Town and Hartlepool will score (BTTS).
Will Swindon Town vs Hartlepool have over 2.5 goals?
Our model puts the probability of over 2.5 goals in this match at 54%.
What is the head-to-head record between Swindon Town and Hartlepool?
Record (2 meetings): Swindon Town 2W | Draws 0 | Hartlepool 0W.
What form are Swindon Town and Hartlepool in?
Swindon Town (all comps): 6W-2D-2L in 10 | 2.00 PPG | GF 1.30 / GA 0.80 | L5 W-L-W-L-W. Hartlepool (all comps): 1W-4D-5L in 10 | 0.70 PPG | GF 1.10 / GA 1.90 | L5 D-D-W-L-L.
🧮 Model Insight
Model Mechanics
Swindon Town's attacking strength (1.14x league average) is weighed against Hartlepool's defensive record (1.42x) to produce a home expected-goals figure of 1.96. The same calculation in reverse, Hartlepool's attack versus Swindon Town's defence, projects 0.90 expected goals for the visitors.
These ratings are built from 60/60 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 11.4%. Close behind: 2-0 (11.0%), 1-0 (9.9%). Those top three scorelines alone account for 32% of the model's total probability mass — a relatively concentrated, predictable distribution for this fixture.
Most Likely Outcome
Swindon Town Win
62%
1.61
21%
4.69
17%
6.00
Top 3 Most Likely Scorelines
1 – 0
11.2%
Home win
Most likely
2 – 0
11.0%
Home win
1 – 1
10.1%
Draw
Expected Goals & Win Odds
1.96
Swindon Town xG
Total xG
2.86
0.90
Hartlepool xG
1.61
62%
Home win
4.69
21%
Draw
6.00
17%
Away win
Goals Markets
78%
Over 1.5
1.28
22%
Under 1.5
4.55
54%
Over 2.5
1.85
46%
Under 2.5
2.17
32%
Over 3.5
3.12
68%
Under 3.5
1.47
16%
Over 4.5
6.25
84%
Under 4.5
1.19
Match Markets
Both Teams to Score
51%
BTTS Yes
1.96
49%
BTTS No
2.04
Clean Sheet
41%
2.46
14%
7.08
Win to Nil
25%
3.97
2%
42.49
Score Probability Matrix (%)
| H \ A | 0 | 1 | 2 | 3 | 4 | 5 |
|---|---|---|---|---|---|---|
| 0 | 5.7 | 5.2 | 2.3 | 0.7 | 0.2 | – |
| 1 | 11.2 | 10.1 | 4.6 | 1.4 | 0.3 | 0.1 |
| 2 | 11.0 | 9.9 | 4.5 | 1.3 | 0.3 | 0.1 |
| 3 | 7.2 | 6.5 | 2.9 | 0.9 | 0.2 | – |
| 4 | 3.5 | 3.2 | 1.4 | 0.4 | 0.1 | – |
| 5 | 1.4 | 1.2 | 0.6 | 0.2 | – | – |
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 Swindon Town vs Hartlepool?
Our Poisson model rates 1-1 as the single most likely exact scoreline, at 11.4%.
How many goals are Swindon Town and Hartlepool expected to score?
The model projects 1.96 expected goals for Swindon Town and 0.90 for Hartlepool, a combined total of 2.86.
How confident is the prediction model for Swindon Town vs Hartlepool?
Reasonably confident — the model's leading outcome is rated at 62%, a clear lean rather than a toss-up.
📈 Form Insight
Where Both Sides Stand
Across their last 60 outings, Swindon Town have picked up 1.67 PPG on a 28W 16D 16L record — W-L-W-L-W across the most recent five. The sample for Swindon Town is still a mix of this season and last, given how young the current campaign is.
Hartlepool's form line: 15W 18D 27L from 60 games, 1.05 PPG, last five D-D-W-L-L. The sample for Hartlepool is still a mix of this season and last, given how young the current campaign is.
Put side by side, Swindon Town are the form team by 0.62 points per game — a gap wide enough to matter, though form alone rarely tells the whole story against Hartlepool.
Home Ground vs the Road
On home soil, Swindon Town have posted 1.70 PPG from 30 outings (14W 9D 7L).
On the road, Hartlepool have gone 5W 7D 18L from 30 away games — 0.73 PPG when travelling.
Comparing the two in their relevant venue splits, Swindon Town come out ahead — a more targeted read than the overall PPG figures above, since it strips out games played in the opposite context.
The Goals Picture
Swindon Town are averaging 1.50 goals scored and 1.10 conceded per game recently; Hartlepool are on 0.93 scored and 1.48 conceded.
Last 60 Results — League Two
Current season: same league only · Previous season: all leagues (covers promoted/relegated teams)
Swindon Town
Blended
Hartlepool
Blended
❓ Frequently Asked Questions
What form are Swindon Town and Hartlepool in coming into this match?
Swindon Town have gone 28W 16D 16L in their last 60 games (1.67 PPG), while Hartlepool have gone 15W 18D 27L in their last 60 (1.05 PPG).
Which team has the better venue record — Swindon Town at home or Hartlepool away?
Swindon Town's home record (1.70 PPG) is the stronger of the two venue-specific splits — Swindon Town at home: 1.70 PPG; Hartlepool away: 0.73 PPG.
Have Swindon Town or Hartlepool been keeping clean sheets recently?
Swindon Town have kept a clean sheet in 32% of their recent games, Hartlepool in 23%.
⚔️ Rivalry Insight
A Look Back
The fixture history between Swindon Town and Hartlepool runs to 4 recorded meetings, the earliest dating back to November 2021. Every recorded meeting has come in League Two. It has been a while since the last meeting — 1 April 2023, some 1 year back — so squads and form on both sides may look very different now.
Digging Into the Numbers
The biggest gap between the sides came on 23 Apr 2022, when Swindon Town won 0-3 — the largest margin of victory on record between these two.
Swindon Town's record when hosting Hartlepool specifically: 2W 0D 0L from 2 games — a narrower, venue-specific slice of the head-to-head picture.
Last 4 Meetings
3
Swindon Town
0
Draws
1
Hartlepool
Recent Meetings
❓ Frequently Asked Questions
What is the head-to-head record between Swindon Town and Hartlepool?
From 4 meetings on record, Swindon Town have won 3, Hartlepool have won 1, and 0 have been drawn.
When did Swindon Town and Hartlepool last play each other?
They last met on 1 April 2023, when Hartlepool 2-1 Swindon Town.
Who has won more matches between Swindon Town and Hartlepool?
Swindon Town have the better head-to-head record, with 3 wins from 4 meetings.
📈 Trading Insight
Half-Time Trends
Swindon Town see a goal before the break in 53% of their matches.
Hartlepool are typically involved in an early goal — the half-time board shows at least one in 67% of their matches.
The Numbers That Matter
BTTS sits in mixed territory for this pairing — Swindon Town 60%, Hartlepool 53% — no strong lean either way from the trading data alone.
Over 2.5 has been close to a coin-flip for both sides — 57% (Swindon Town) and 50% (Hartlepool).
On the defensive side: Swindon Town keep a clean sheet in 37% of their matches; Hartlepool in 43%.
Current season: same league only. Previous season: all leagues (covers promoted/relegated teams). All = any venue | Venue = Swindon Town 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 Swindon Town play Hartlepool?
Yes — based on recent matches, both teams have scored in 60% of Swindon Town's games and 53% of Hartlepool's, a combined rate that favours BTTS Yes.
Is Swindon Town vs Hartlepool usually a high-scoring fixture?
Not particularly — Over 2.5 goals has come in for only 57% of Swindon Town's recent games and 50% of Hartlepool's, pointing to a tighter contest.
Do Swindon Town and Hartlepool tend to score early?
Swindon Town have had a goal before half-time in 53% of their recent matches, Hartlepool in 67% — a useful reference point for first-half goal markets.
Prediction vindicated as Swindon Town edge out Hartlepool 2-1.
📝 Match Report
How It Unfolded
Swindon Town beat Hartlepool 2-1 at The County Ground, Regular Season - 16, 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 Swindon Town 1.96 xG and Hartlepool 0.90 xG, a combined 2.86. The scoreboard read 2-1 for 3 actual goals. Both sides finished within a goal of their individual projections, so the scoreline sat close to the model's expected shape. Those figures were built on strength ratings of Swindon Town attack 1.14 / defence 0.88 against Hartlepool attack 1.00 / defence 1.42, drawn from 60/60 games (CurrentSeason).
On the result, the model split it Swindon Town 62% | Draw 21% | Hartlepool 17%, with Swindon Town to win its most likely call at 62%. The scoreboard confirmed the model's leading pick.
Goals & Markets
The model rated Over 2.5 goals at 54%. The game delivered 3, so it went over — the model's lean was correct. Over 1.5 had been 78% and landed. On both teams to score, the model sat at 51% and the match saw both sides score — another call in the model's favour. Historically the two sides average 51% Over 2.5 across their same-competition games (Swindon Town 57%, Hartlepool 45%), a base rate that agreed with today's over. Their combined BTTS history runs at 55%, which matched the both-scored outcome.
Trading Patterns vs Reality
Swindon Town's trading profile (60 games, 30 home) set some clear expectations: BTTS lands in 58% of their matches — today it did; they keep a clean sheet 32% of the time, and conceded here.
Hartlepool's trading profile (60 games, 30 away) set some clear expectations: BTTS lands in 52% of their matches — today it did.
Form vs Result
On form, Swindon Town arrived the stronger side — 1.67 PPG against 1.05. The form guide was vindicated by the result.
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). The data earned its keep here, calling the bulk of the fixture correctly.
💡 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.