Northampton 3-1 Harrogate Town – Result & Analysis
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Poisson model favours Northampton (42%) — form and H2H data both point in the same direction as Northampton face Harrogate Town.
✍️ Match Preview
Match Analysis
Northampton host Harrogate Town at Sixfields Stadium in League Two, Regular Season - 44. Kick-off is scheduled for Saturday 22 April 2023 at 15:00 UTC.
Form Analysis
Looking at all fixtures this season, Northampton stand at 6W 3D 1L from 10 League Two matches — 2.10 PPG. Last five: D L W D W. They are averaging 1.10 goals per game and conceding 0.70 — a modest attacking output that tempers optimism on the Over 2.5 market. Defensively, conceding just 0.70 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.
At home at Sixfields Stadium, Northampton have gone 5W 3D 2L this season (10 games, 1.80 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 Sixfields Stadium.
Harrogate Town — All Games: 3W 6D 1L from 10 League Two fixtures this season — 1.50 PPG. Last five: D D D D W. They are scoring at 1.50 per game and conceding 1.10. 4 clean sheets in 10 outings (40%) underlines their defensive solidity. Both teams have scored in 60% of their games — a noteworthy BTTS rate that supports the Yes market.
On the road, Harrogate Town have gone 2W 5D 3L from 10 away fixtures this term (1.10 PPG). Away from home they average 1.10 goals scored and 1.40 conceded per game.
Northampton are in the better shape of the two on current League Two data — 0.60 PPG ahead (2.10 vs 1.50). That form margin is the baseline of a sensible selection even before other signals are layered in.
H2H
The H2H landscape is flat: 3 previous encounters have yielded 2 wins for Northampton, 0 for Harrogate Town and 1 draws. A neutral reading in isolation.
The 3 previous meetings have averaged 2.7 goals per game — a neutral rate that provides no strong lean on the goals market from the H2H alone. The most recent clash, on 28 Feb 2023, ended 1–1 with a draw.
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 Data
Northampton trading profile (88 games, 43 at home): they score before half-time in 70% of fixtures in home games; when goalless at HT, a second-half goal follows 68% of the time; BTTS occurs in 40% of their matches (home games); Over 2.5 goals lands in 37% of games (home games).
Harrogate Town trading profile (88 games, 43 at away): they score before half-time in 77% of fixtures in away games; when goalless at HT, a second-half goal follows 70% of the time; BTTS occurs in 46% of their matches (away games); Over 2.5 goals lands in 56% of games (away games); they fail to score in 33% of games.
BTTS rates are mixed from the trading data — Northampton 47% versus Harrogate Town 52%; no strong lean in either direction. The over/under 2.5 picture is inconclusive from the in-play data (Northampton 40% | Harrogate Town 58%).
Poisson Model
The Poisson distribution model projects Northampton 1.23 xG and Harrogate Town 0.89 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: Northampton attack 0.881 / defence 0.806 | Harrogate Town attack 1.062 / defence 1.151. League average goals — home 1.210 / away 1.033. Data: 89 Northampton games / 88 Harrogate Town games used (CurrentSeason).
Result probabilities: Northampton 42% | Draw 33% | Harrogate Town 25%. Fair-value odds: Northampton 2.38 | Draw 3.03 | Harrogate Town 4.00. This is a low-confidence result — no outcome exceeds 45%. The draw at 33% is a primary outcome, not an afterthought.
Goals markets: Over 2.5 probability 35% | BTTS probability 43% | Total xG 2.11. Under 2.5 is the strongly backed market at 65% probability — total xG of 2.11 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 43% is moderate — neither team is projected to score with enough certainty to make Yes a clear standalone call.
Our Verdict
Poisson rates Northampton as the most likely outcome at 42% — marginal model lean. Current-season form corroborates the Poisson lean — partial multi-source support. With a 33% draw probability, Draw No Bet on Northampton offers a more defensible entry point than the straight win.
On the goals line, Poisson's 2.11 combined xG gives a 35% probability to Under 2.5 — reasonable, supported by form averaging 2.0 goals per game.
Poisson assigns a 43% probability to BTTS No based on the attack/defence strength model. Form rates corroborate: Northampton 40% | Harrogate Town 50% BTTS from recent games.
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💡 Key Insights
🏟️ Match Context
• Fixture: Northampton vs Harrogate Town | Competition: League Two, Regular Season - 44 | Venue: Sixfields Stadium • Kick-off: Saturday 22 Apr 2023, 15:00 UTC • Data inputs: H2H history, form splits, prediction model signals, and market pricing
📊 Statistical Prediction
• Poisson result probabilities: Northampton 42% | Draw 33% | Harrogate Town 25% • Poisson goal markets: Over 2.5 35% | BTTS 43% | xG Northampton 1.23 / Harrogate Town 0.89 • Poisson strength factors: Northampton attack 0.881 / def 0.806 | Harrogate Town attack 1.062 / def 1.151 | league avg home 1.210 / away 1.033 • Poisson stance: Northampton (42%) — low confidence — close contest
🧮 Prediction Model
1.23
Northampton xG
Expected Goals
0.89
Harrogate Town xG
43%
BTTS
64%
Over 1.5
35%
Over 2.5
16%
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 Northampton vs Harrogate Town kick off?
Northampton vs Harrogate Town kicked off at 15:00 on Saturday 22 April 2023 at Sixfields Stadium.
What was the final score in Northampton vs Harrogate Town?
Northampton 3 - 1 Harrogate Town.
Where is Northampton vs Harrogate Town being played?
The match is being played at Sixfields Stadium.
What competition is Northampton vs Harrogate Town part of?
Northampton vs Harrogate Town is a Regular Season - 44 fixture in the League Two (England).
Who is favourite to win Northampton vs Harrogate Town?
Our statistical model gives Northampton a 42% chance of winning, Harrogate Town a 25% chance, and a 33% chance of a draw — making Northampton the favourite.
Will both teams score in Northampton vs Harrogate Town?
Our model estimates a 43% probability that both Northampton and Harrogate Town will score (BTTS).
Will Northampton vs Harrogate Town have over 2.5 goals?
Our model puts the probability of over 2.5 goals in this match at 35%.
What is the head-to-head record between Northampton and Harrogate Town?
Record (3 meetings): Northampton 2W | Draws 1 | Harrogate Town 0W.
What form are Northampton and Harrogate Town in?
Northampton (all comps): 6W-3D-1L in 10 | 2.10 PPG | GF 1.10 / GA 0.70 | L5 D-L-W-D-W. Harrogate Town (all comps): 3W-6D-1L in 10 | 1.50 PPG | GF 1.50 / GA 1.10 | L5 D-D-D-D-W.
🧮 Model Insight
Model Mechanics
Working from Northampton's attack rating (0.88) and Harrogate Town's defence rating (1.15), the model arrives at 1.23 expected goals for the home side. The same calculation in reverse, Harrogate Town's attack versus Northampton's defence, projects 0.89 expected goals for the visitors.
These ratings are built from 89/88 games of current-season data — a full enough sample to trust.
The Exact-Score Picture
Run the expected-goals figures through the full scoreline distribution and 1-1 emerges as the single most likely result, at 14.8%. Close behind: 0-0 (13.8%), 1-0 (13.1%). Those top three scorelines alone account for 42% of the model's total probability mass — a relatively concentrated, predictable distribution for this fixture.
Most Likely Outcome
Northampton Win
42%
2.37
33%
3.05
25%
4.02
Top 3 Most Likely Scorelines
1 – 0
14.8%
Home win
Most likely
1 – 1
13.1%
Draw
0 – 0
12.1%
Draw
Expected Goals & Win Odds
1.23
Northampton xG
Total xG
2.11
0.89
Harrogate Town xG
2.37
42%
Home win
3.05
33%
Draw
4.02
25%
Away win
Goals Markets
62%
Over 1.5
1.61
38%
Under 1.5
2.63
35%
Over 2.5
2.86
65%
Under 2.5
1.54
16%
Over 3.5
6.25
84%
Under 3.5
1.19
6%
Over 4.5
16.67
94%
Under 4.5
1.06
Match Markets
Both Teams to Score
43%
BTTS Yes
2.31
57%
BTTS No
1.76
Clean Sheet
41%
2.42
29%
3.41
Win to Nil
17%
5.73
7%
13.69
Score Probability Matrix (%)
| H \ A | 0 | 1 | 2 | 3 | 4 | 5 |
|---|---|---|---|---|---|---|
| 0 | 12.1 | 10.7 | 4.7 | 1.4 | 0.3 | 0.1 |
| 1 | 14.8 | 13.1 | 5.8 | 1.7 | 0.4 | 0.1 |
| 2 | 9.1 | 8.1 | 3.6 | 1.1 | 0.2 | – |
| 3 | 3.7 | 3.3 | 1.5 | 0.4 | 0.1 | – |
| 4 | 1.1 | 1.0 | 0.4 | 0.1 | – | – |
| 5 | 0.3 | 0.2 | 0.1 | – | – | – |
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 Northampton vs Harrogate Town?
Our Poisson model rates 1-1 as the single most likely exact scoreline, at 14.8%.
How many goals are Northampton and Harrogate Town expected to score?
The model projects 1.23 expected goals for Northampton and 0.89 for Harrogate Town, a combined total of 2.11.
How confident is the prediction model for Northampton vs Harrogate Town?
Not very — the model's leading outcome sits at just 42%, meaning this is rated as a genuinely open contest with no dominant favourite.
📈 Form Insight
Where Both Sides Stand
Northampton's recent record stands at 42W 25D 21L from 88 games, a 1.72 PPG return, with D-L-W-D-W in the last five.
Harrogate Town, meanwhile, have gone 24W 26D 38L across 88 games — 1.11 PPG, with D-D-D-D-W in their last five.
The points-per-game comparison favours Northampton by 0.61 — a real, if not enormous, edge over Harrogate Town heading into this one.
Home Ground vs the Road
At home specifically, Northampton have managed 23W 11D 9L from 43 games — 1.86 PPG in front of their own supporters.
Harrogate Town's away record stands at 12W 10D 21L across 43 trips, a 1.07 PPG haul.
Comparing the two in their relevant venue splits, Northampton 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
Northampton are averaging 1.31 goals scored and 0.88 conceded per game recently; Harrogate Town are on 1.32 scored and 1.55 conceded.
Defensively: Northampton have kept a clean sheet in 39% of their games — worth knowing if you're weighing up clean-sheet or BTTS-No markets.
Last 88 Results — League Two
Current season: same league only · Previous season: all leagues (covers promoted/relegated teams)
Northampton
Current Season
Harrogate Town
Current Season
❓ Frequently Asked Questions
What form are Northampton and Harrogate Town in coming into this match?
Northampton have gone 42W 25D 21L in their last 88 games (1.72 PPG), while Harrogate Town have gone 24W 26D 38L in their last 88 (1.11 PPG).
Which team has the better venue record — Northampton at home or Harrogate Town away?
Northampton's home record (1.86 PPG) is the stronger of the two venue-specific splits — Northampton at home: 1.86 PPG; Harrogate Town away: 1.07 PPG.
Have Northampton or Harrogate Town been keeping clean sheets recently?
Northampton have kept a clean sheet in 39% of their recent games, Harrogate Town in 23%.
⚔️ Rivalry Insight
A Look Back
The fixture history between Northampton and Harrogate Town runs to 4 recorded meetings, the earliest dating back to December 2021. Every recorded meeting has come in League Two. It has been a while since the last meeting — 22 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 18 Apr 2022, when Northampton won 3-0 — the largest margin of victory on record between these two.
Northampton's record when hosting Harrogate Town specifically: 2W 0D 0L from 2 games — a narrower, venue-specific slice of the head-to-head picture.
Last 4 Meetings
3
Northampton
1
Draws
0
Harrogate Town
Recent Meetings
❓ Frequently Asked Questions
What is the head-to-head record between Northampton and Harrogate Town?
From 4 meetings on record, Northampton have won 3, Harrogate Town have won 0, and 1 have been drawn.
When did Northampton and Harrogate Town last play each other?
They last met on 22 April 2023, when Northampton 3-1 Harrogate Town.
Who has won more matches between Northampton and Harrogate Town?
Northampton have the better head-to-head record, with 3 wins from 4 meetings.
📈 Trading Insight
Half-Time Trends
Northampton are typically involved in an early goal — the half-time board shows at least one in 70% of their matches. They've gone in front at half-time 44% of the time.
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.
The Numbers That Matter
BTTS sits in mixed territory for this pairing — Northampton 40%, Harrogate Town 46% — no strong lean either way from the trading data alone.
Over 2.5 has been close to a coin-flip for both sides — 37% (Northampton) and 56% (Harrogate Town).
On the defensive side: Northampton keep a clean sheet in 44% of their matches; Northampton have failed to score in 26% of games; Harrogate Town in 40%.
Current season: same league only. Previous season: all leagues (covers promoted/relegated teams). All = any venue | Venue = Northampton home games / Harrogate Town away games. HT metrics require half-time score data — shown as — where unavailable.
❓ Frequently Asked Questions
Do both teams usually score when Northampton play Harrogate Town?
Not especially — both teams scoring has occurred in only 40% of Northampton's recent matches and 46% of Harrogate Town's, a rate that leans toward BTTS No.
Is Northampton vs Harrogate Town usually a high-scoring fixture?
Not particularly — Over 2.5 goals has come in for only 37% of Northampton's recent games and 56% of Harrogate Town's, pointing to a tighter contest.
Do Northampton and Harrogate Town tend to score early?
Northampton have had a goal before half-time in 70% of their recent matches, Harrogate Town in 77% — a useful reference point for first-half goal markets.
Northampton cruise to a comfortable 3-1 victory over Harrogate Town.
📝 Match Report
How It Unfolded
Northampton beat Harrogate Town 3-1 at Sixfields Stadium, Regular Season - 44, 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 Northampton 1.23 xG and Harrogate Town 0.89 xG, a combined 2.11. The scoreboard read 3-1 for 4 actual goals. Northampton beat their projection by 1.8 — clinical relative to the chances the model priced in. Those figures were built on strength ratings of Northampton attack 0.88 / defence 0.81 against Harrogate Town attack 1.06 / defence 1.15, drawn from 89/88 games (CurrentSeason).
On the result, the model split it Northampton 42% | Draw 33% | Harrogate Town 25%, with Northampton to win its most likely call at 42%. The scoreboard confirmed the model's leading pick.
Goals & Markets
The model rated Over 2.5 goals at 35%. The game delivered 4, so it went over — a miss for the goals model. Over 1.5 had been 64% and landed. Over 3.5 was 16% and came in. On both teams to score, the model sat at 43% and the match saw both sides score — a miss on BTTS. Historically the two sides average 49% Over 2.5 across their same-competition games (Northampton 40%, Harrogate Town 58%), 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
Northampton's trading profile (88 games, 43 home) set some clear expectations: BTTS lands in 47% of their matches — today it did; they keep a clean sheet 39% of the time, and conceded here.
Harrogate Town's trading profile (88 games, 43 away) set some clear expectations: BTTS lands in 52% of their matches — today it did.
Form vs Result
On form, Northampton arrived the stronger side — 1.72 PPG against 1.11. The form guide was vindicated by the result. Northampton (home/away splits) scored 3 against a 1.33 average — above their attacking norm. Harrogate Town (home/away splits) shipped 3 against a 1.60 concession average — a leakier day than usual.
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.