Harrogate Town 1-1 Swindon Town – Result & Analysis
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Poisson model rates Swindon Town at 38%, yet in-form Harrogate Town provide a compelling counter-argument — this Harrogate Town vs Swindon Town fixture contains genuine analytical tension.
✍️ Match Preview
Match Analysis
Harrogate Town host Swindon Town at EnviroVent Stadium in League Two (matchday 18). Kick-off is Saturday 18 November 2023 at 15:00 UK time.
Form Guide
Harrogate Town — last 10 games: 5W 1D 4L, averaging 1.60 points per game. Last five: L W L L W. They are averaging 1.20 goals per game and conceding 1.40 — a modest attacking output that tempers optimism on the Over 2.5 market. 2 clean sheets from 10 outings (20%). Both teams have scored in 60% of their games — a high BTTS rate that carries real weight in the goals markets.
Harrogate Town's form when playing at home: 3W 1D 6L across their last 10 home games (1.00 PPG). At home they are averaging 1.10 goals scored and 1.40 conceded per game. Somewhat surprisingly, their home PPG of 1.00 lags behind their overall 1.60 — home advantage has not translated into better results recently.
Looking at their last 10 matches, Swindon Town stand at 2W 2D 6L — 0.80 PPG. Last five: D L L L L. Their scoring rate of 1.40 per game is modest, conceding 2.00 — not a side to back heavily on the Over 2.5 from their form alone. Conceding 2.00 per game is a high rate — their defence has been exposed regularly. 1 clean sheet from 10 outings (10%). Both teams have scored in 70% of their games — a noteworthy BTTS rate that supports the Yes market.
When travelling, Swindon Town have posted 1W 4D 5L from their last 10 away outings — 0.70 PPG. Away from home they average 1.60 goals scored and 2.20 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, Harrogate Town have the edge — a 0.80 PPG advantage (1.60 vs 0.80) 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.
H2H Record
There is little to separate the sides in our head-to-head data. From 4 H2H matches, Harrogate Town have won 1, Swindon Town 2, with 1 draw — a balanced record that offers no clear steer on its own.
These two sides have produced goals at a healthy rate, averaging 3.2 per game across the 4 H2H matches we hold. That scoring profile supports the Over 2.5 angle. The most recent of those, on 25 Feb 2023, ended Harrogate Town 0–3 Swindon Town — a Swindon Town win.
With the win record balanced, the strongest H2H signal is in the goals market — at 3.2 goals per game, Over 2.5 is the cleaner angle from the head-to-head data.
In-Play Data
Harrogate Town trading profile (last 63 games, 31 of them at home): at least one goal arrives before half-time in 77% of their matches in home games; when goalless at HT, a second-half goal follows 78% of the time; BTTS occurs in 52% of their matches (home games); Over 2.5 goals lands in 52% of games (home games); they fail to score in 30% of games.
Swindon Town trading profile (last 63 games, 31 of them away): at least one goal arrives before half-time in 74% of their matches in away games; when goalless at HT, a second-half goal follows 67% of the time; of the 21 games they led at half-time, they failed to win 33%; of the 14 games they trailed at half-time, they recovered to draw or win 29%; BTTS occurs in 68% of their matches (away games); Over 2.5 goals lands in 55% of games (away games).
BTTS rates are mixed from the trading data — Harrogate Town 52% versus Swindon Town 56%; no strong lean in either direction. The over/under 2.5 picture is inconclusive from the in-play data (Harrogate Town 52% | Swindon Town 54%).
Poisson Model
The Poisson distribution model projects Harrogate Town 1.49 xG and Swindon Town 1.49 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: Harrogate Town attack 0.775 / defence 1.106 | Swindon Town attack 1.047 / defence 1.268. League average goals — home 1.515 / away 1.285. Harrogate Town's attack rating of 0.775 is below the league average, which holds their xG down at 1.49. Swindon Town's defence rating of 1.268 (above 1 = concedes more than average) is pushing Harrogate Town's projected output up. Data: built from Harrogate Town's last 63 games and Swindon Town's last 63.
Result probabilities: Harrogate Town 38% | Draw 24% | Swindon Town 38%. Fair-value odds: Harrogate Town 2.65 | Draw 4.10 | Swindon Town 2.64. The model can't separate the sides — both are rated at 38% to win, with the draw at 24%. There is no result lean here.
Goals markets: Over 2.5 probability 57% | BTTS Yes probability 60% | Total xG 2.98. Over 2.5 holds a meaningful probability edge at 57% — the 2.98 total xG provides moderate support, though the model is not projecting a high-scoring game. BTTS Yes at 60% — both xG figures (1.49 / 1.49) are high enough that each side is projected to find the net.
Analysis Verdict
The Poisson model can't separate the sides — Harrogate Town 38% and Swindon Town 38%, with the draw at 24%. There is no result lean from the model; the goals and BTTS markets below are where it has a view.
Poisson projects 2.98 total expected goals, pointing to Over 2.5 at 57% probability — strong conviction, supported by recent form (Harrogate Town's last 10 home games and Swindon Town's last 10 away games) averaging 3.1 goals per game and the H2H data averaging 3.2 goals per game across 4 H2H matches.
The Poisson model's BTTS call is Yes at 60%. Form rates corroborate — both teams scored in: Harrogate Town 40% (last 10 home games) | Swindon Town 80% (last 10 away games).
🔮 Your Prediction
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💡 Key Insights
🏟️ Match Context
• Fixture: Harrogate Town vs Swindon Town | Competition: League Two, matchday 18 | Venue: EnviroVent Stadium • Kick-off: Saturday 18 November 2023 at 15:00 UK time • Data inputs: head-to-head data, recent form (overall and home/away), the Poisson prediction model and market pricing
📊 Statistical Prediction
• Poisson result probabilities: Harrogate Town 38% | Draw 24% | Swindon Town 38% • Poisson goal markets: Over 2.5 57% (Under 43%) | BTTS Yes 60% (No 40%) | xG Harrogate Town 1.49 / Swindon Town 1.49 • Poisson strength factors: Harrogate Town attack 0.775 / def 1.106 | Swindon Town attack 1.047 / def 1.268 | league avg home 1.515 / away 1.285 • Poisson stance: no clear lean — Harrogate Town and Swindon Town level at 38% — low confidence — close contest
🧮 Prediction Model
1.49
Harrogate Town xG
Expected Goals
1.49
Swindon Town xG
60%
BTTS
80%
Over 1.5
57%
Over 2.5
35%
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.
❓ Harrogate Town vs Swindon Town FAQs
What time does Harrogate Town vs Swindon Town kick off?
Harrogate Town vs Swindon Town kicked off at 15:00 UK time on Saturday 18 November 2023 at EnviroVent Stadium.
What was the final score in Harrogate Town vs Swindon Town?
Harrogate Town 1 - 1 Swindon Town.
Where is Harrogate Town vs Swindon Town being played?
The match is being played at EnviroVent Stadium.
What competition is Harrogate Town vs Swindon Town part of?
Harrogate Town vs Swindon Town is a League Two fixture (matchday 18) (England).
Who is favourite to win Harrogate Town vs Swindon Town?
Our statistical model gives Harrogate Town a 38% chance of winning, Swindon Town a 38% chance, and a 24% chance of a draw, making this a very evenly-matched fixture.
Will both teams score in Harrogate Town vs Swindon Town?
Our model estimates a 60% probability that both Harrogate Town and Swindon Town will score, so it leans towards BTTS Yes.
Will Harrogate Town vs Swindon Town have over 2.5 goals?
Our model puts the probability of over 2.5 goals in this match at 57%, so it leans towards over 2.5 goals.
🧮 Model Insight
How the Model Works This Match
The model rates Harrogate Town's attack at 0.78x the league average against Swindon Town's defence at 1.27x — combine the two and it projects 1.49 expected goals for the hosts. The same calculation in reverse, Swindon Town's attack versus Harrogate Town's defence, projects 1.49 expected goals for the visitors.
These ratings are built from Harrogate Town's last 63 games and Swindon Town's last 63 — a full enough recent sample to trust.
Scoreline Breakdown
Of every possible scoreline, 1-1 carries the highest individual probability at 12.8% — still a long way from a near-certainty, which says something about how open this one is on paper. Close behind: 1-2 (8.4%), 2-1 (8.4%). Together the top three scorelines make up 30% of the probability — a moderately spread distribution, typical of a competitive match-up.
Most Likely Outcome
Swindon Town Win
38%
2.65
24%
4.10
38%
2.64
Top 3 Most Likely Scorelines
1 – 1
11.3%
Draw
Most likely
1 – 2
8.4%
Away win
2 – 1
8.4%
Home win
Expected Goals & Win Odds
1.49
Harrogate Town xG
Total xG
2.98
1.49
Swindon Town xG
2.65
38%
Home win
4.10
24%
Draw
2.64
38%
Away win
Goals Markets
80%
Over 1.5
1.25
20%
Under 1.5
5.00
57%
Over 2.5
1.75
43%
Under 2.5
2.33
35%
Over 3.5
2.86
65%
Under 3.5
1.54
18%
Over 4.5
5.56
82%
Under 4.5
1.22
Match Markets
Both Teams to Score
60%
BTTS Yes
1.67
40%
BTTS No
2.50
Clean Sheet
23%
4.43
23%
4.43
Win to Nil
9%
11.72
9%
11.71
Score Probability Matrix (%)
| H \ A | 0 | 1 | 2 | 3 | 4 | 5 |
|---|---|---|---|---|---|---|
| 0 | 5.1 | 7.6 | 5.6 | 2.8 | 1.0 | 0.3 |
| 1 | 7.6 | 11.3 | 8.4 | 4.2 | 1.6 | 0.5 |
| 2 | 5.6 | 8.4 | 6.3 | 3.1 | 1.2 | 0.3 |
| 3 | 2.8 | 4.2 | 3.1 | 1.5 | 0.6 | 0.2 |
| 4 | 1.0 | 1.6 | 1.2 | 0.6 | 0.2 | 0.1 |
| 5 | 0.3 | 0.5 | 0.3 | 0.2 | 0.1 | – |
Green = home win · Grey = draw · Amber = away win · Outlined cell = most likely score
▶ Model Internals
❓ Harrogate Town vs Swindon Town Prediction FAQs
What is the most likely scoreline for Harrogate Town vs Swindon Town?
Our Poisson model rates 1-1 as the single most likely exact scoreline, at 12.8%.
How many goals are Harrogate Town and Swindon Town expected to score?
The model projects 1.49 expected goals for Harrogate Town and 1.49 for Swindon Town, a combined total of 2.98.
How confident is the prediction model for Harrogate Town vs Swindon Town?
Not very — the model's leading outcome sits at just 38%, meaning this is rated as a genuinely open contest with no dominant favourite.
📈 Form Insight
Form at a Glance
Across their last 63 outings, Harrogate Town have picked up 1.17 PPG on a 19W 17D 27L record — L-W-L-L-W across the most recent five.
Swindon Town's form line: 22W 18D 23L from 63 games, 1.33 PPG, last five D-L-L-L-L.
Form-wise this is close to level: Harrogate Town on 1.17 PPG, Swindon Town on 1.33. Other factors will likely decide this one more than recent results.
Venue Form
On home soil, Harrogate Town have posted 1.10 PPG from their last 31 home games (8W 10D 13L).
On the road, Swindon Town have gone 8W 11D 12L from their last 31 away games — 1.13 PPG when travelling.
Goals in Recent Form
Harrogate Town are averaging 1.19 goals scored and 1.43 conceded per game recently; Swindon Town are on 1.54 scored and 1.37 conceded.
Last 63 Results
Current season: same league only · Previous season: all leagues (covers promoted/relegated teams)
Harrogate Town
Blended
Swindon Town
Blended
Harrogate Town (Home) vs Swindon Town (Away)
Home games only for the home side · Away games only for the away side
Harrogate Town
Blended
Swindon Town
Blended
❓ Harrogate Town vs Swindon Town Form FAQs
What form are Harrogate Town and Swindon Town in coming into this match?
Harrogate Town have gone 19W 17D 27L in their last 63 games (1.17 PPG), while Swindon Town have gone 22W 18D 23L in their last 63 (1.33 PPG).
Which team has the better venue record — Harrogate Town at home or Swindon Town away?
Swindon Town's away record (1.13 PPG) is the stronger of the two venue-specific splits — Harrogate Town at home: 1.10 PPG; Swindon Town away: 1.13 PPG.
⚔️ Rivalry Insight
Fixture History
This section is based on the 10 H2H matches we hold for this pairing, spanning roughly 4 years from November 2021. All of them came in League Two. The most recent was on 3 February 2026, roughly 9 months ago.
Streaks & Records
Swindon Town have won the most recent 2 H2H matches in our data — the current momentum in this pairing sits with them.
The biggest gap in our H2H data came on 15 Apr 2022, when Swindon Town won Harrogate Town 1-4 Swindon Town.
Harrogate Town's record when hosting Swindon Town specifically: 2W 1D 2L from 5 games — a narrower, venue-specific slice of the head-to-head picture.
Last 10 Meetings
2
Harrogate Town
4
Draws
4
Swindon Town
Recent Meetings
❓ Harrogate Town vs Swindon Town H2H FAQs
What is the head-to-head record between Harrogate Town and Swindon Town?
Across the 10 head-to-head matches in our data, Harrogate Town have won 2, Swindon Town have won 4, and 4 have been drawn.
When did Harrogate Town and Swindon Town last play each other?
The most recent meeting in our data was on 3 February 2026: Harrogate Town 0-1 Swindon Town.
Who has won more matches between Harrogate Town and Swindon Town?
Swindon Town have the better head-to-head record, with 4 wins from the 10 head-to-head matches in our data.
📈 Trading Insight
First-Half Patterns
Harrogate Town are typically involved in an early goal — the half-time board shows at least one in 77% of their matches. They've gone in front at half-time 26% of the time, though they've let that lead slip 25% of the time they've held it — worth watching if they're only ahead by one. They've also shown some fight from behind, salvaging a draw or win after trailing at half-time in 21% of those situations.
Swindon Town are typically involved in an early goal — the half-time board shows at least one in 74% of their matches. They've gone in front at half-time 29% of the time, though they've let that lead slip 56% of the time they've held it — worth watching if they're only ahead by one. They've also shown some fight from behind, salvaging a draw or win after trailing at half-time in 38% of those situations.
Full-Time Trends
BTTS sits in mixed territory for this pairing — Harrogate Town 52%, Swindon Town 68% — no strong lean either way from the trading data alone.
Over 2.5 has been close to a coin-flip for both sides — 52% (Harrogate Town) and 55% (Swindon Town).
On the defensive side: Harrogate Town have failed to score in 32% of games; Swindon Town in 26%.
Current season: same league only. Previous season: all leagues (covers promoted/relegated teams). All = any venue | Venue = Harrogate Town home games / Swindon Town away games. HT metrics require half-time score data — shown as — where unavailable.
❓ Harrogate Town vs Swindon Town Trading FAQs
Do both teams usually score in Harrogate Town and Swindon Town matches?
Yes — based on recent matches, both teams have scored in 52% of Harrogate Town's games and 68% of Swindon Town's, a combined rate that favours BTTS Yes.
Are Harrogate Town and Swindon Town matches usually high-scoring?
Not particularly — Over 2.5 goals has come in for only 52% of Harrogate Town's recent games and 55% of Swindon Town's, pointing to a tighter contest.
Do Harrogate Town and Swindon Town matches tend to have early goals?
There has been at least one first-half goal in 77% of Harrogate Town's recent matches and 74% of Swindon Town's — a useful reference point for first-half goal markets.
Harrogate Town and Swindon Town share the spoils in a 1-1 draw.
📝 Match Report
How It Unfolded
The points were shared at EnviroVent Stadium, Regular Season - 18, as Harrogate Town and Swindon Town drew 1-1 in the League Two. With the result on the board, the sections below measure it against everything the model and the numbers projected in advance.
The Model vs The Result
The Poisson model went into this projecting Harrogate Town 1.49 xG and Swindon Town 1.49 xG, a combined 2.98. The scoreboard read 1-1 for 2 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 Harrogate Town attack 0.78 / defence 1.11 against Swindon Town attack 1.05 / defence 1.27, drawn from 63/63 games (CurrentSeason).
On the result, the model split it Harrogate Town 38% | Draw 24% | Swindon Town 38%, with Harrogate Town to win its most likely call at 38%. Instead the game produced a draw, an outcome the model had rated at just 24% — a clear break from expectation and a genuine upset by the numbers.
Goals & Markets
The model rated Over 2.5 goals at 57%. The game delivered 2, so it stayed under — the opposite of the projected direction. Over 1.5 had been 80% and landed. On both teams to score, the model sat at 60% and the match saw both sides score — another call in the model's favour. Historically the two sides average 53% Over 2.5 across their same-competition games (Harrogate Town 52%, Swindon Town 54%), a base rate that pointed the other way from today's under. Their combined BTTS history runs at 54%, which matched the both-scored outcome.
Trading Patterns vs Reality
Harrogate Town's trading profile (63 games, 31 home) set some clear expectations: BTTS lands in 52% of their matches — today it did.
Swindon Town's trading profile (63 games, 31 away) set some clear expectations: BTTS lands in 56% of their matches — today it did.
Form vs Result
The form lines were close — Harrogate Town 1.17 PPG, Swindon Town 1.33 PPG — offering no strong steer, and the draw fit that even billing.
Verdict
Grading the result against the stored data, 1 of 3 pre-match signals came in: result (miss), Over 2.5 (miss), BTTS (hit). The data was on the wrong side of this result more often than not — a reminder that a single match sits well inside the model's variance.
💡 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.
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