Northampton 2-1 Carlisle – Result & Analysis
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Poisson model rates Northampton at 37%, yet other data sources diverge — this Northampton vs Carlisle fixture contains genuine analytical tension.
✍️ Match Preview
Full Analysis
Sixfields Stadium plays host to Northampton versus Carlisle in League Two, Regular Season - 22. Kick-off: Tuesday 20 December 2022 at 19:45 UTC.
Current Form
Northampton's overall League Two record this term: 4W 4D 2L from 10 games (1.60 PPG). Last five: D D W W D. They are averaging 1.30 goals per game and conceding 0.90 — a modest attacking output that tempers optimism on the Over 2.5 market. 3 clean sheets from 10 outings provides some defensive foundation. This season is still relatively young for Northampton, so this record blends games from this season and last.
Northampton's form when playing at home: 5W 3D 2L across 10 games at Sixfields Stadium this term (1.80 PPG). At home they are averaging 1.60 goals scored and 1.00 conceded per game. BTTS has landed in 60% of their home matches — a rate that supports the Yes angle in this fixture.
Carlisle have collected 1.60 PPG across 10 League Two outings this season: 4W 4D 2L. Last five: W D D W D. They are scoring at 1.80 per game and conceding 1.10. 4 clean sheets in 10 outings (40%) underlines their defensive solidity. This season is still relatively young for Carlisle, so this record blends games from this season and last.
When travelling in League Two this season, Carlisle have posted 4W 4D 2L from 10 away outings — 1.60 PPG. Away from home they average 1.70 goals scored and 1.20 conceded per game. Both teams have scored in 70% of their away matches — a high BTTS rate on the road that directly informs this fixture.
A near-identical PPG reading — 1.60 for Northampton, 1.60 for Carlisle — means the form record is uninstructive on result selection. The goals and market sections will carry greater evidential weight.
In terms of goals, both squads have been finding the net consistently (using home/away splits) — Northampton have seen both teams score in 60% of their games, Carlisle in 70%. That combined rate is a strong statistical case for BTTS Yes as a standalone play.
Head-to-Head
Form and model data should carry more weight here — the historical record is too balanced to provide a directional steer. From 2 meetings: Northampton 1W, Carlisle 1W, 0D.
These two sides have produced goals at a consistent rate historically, averaging 3.0 per game across 2 meetings. That scoring profile provides genuine support for the Over 2.5 angle. The most recent clash, on 12 Mar 2022, ended 1–2 with Carlisle 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
Northampton goal-timing and half-time pattern breakdown (66 games, 33 at home): they score before half-time in 76% of fixtures in home games; when goalless at HT, a second-half goal follows 67% of the time; BTTS occurs in 39% of their matches (home games); Over 2.5 goals lands in 39% of games (home games).
Carlisle goal-timing and half-time pattern breakdown (66 games, 33 at away): they score before half-time in 85% of fixtures in away games; when goalless at HT, a second-half goal follows 58% of the time; BTTS occurs in 52% of their matches (away games); Over 2.5 goals lands in 61% of games (away games); they fail to score in 36% of games.
BTTS rates are mixed from the trading data — Northampton 47% versus Carlisle 46%; no strong lean in either direction. The over/under 2.5 picture is inconclusive from the in-play data (Northampton 44% | Carlisle 47%).
Poisson Model
The Poisson distribution model projects Northampton 1.34 xG and Carlisle 1.32 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 1.079 / defence 0.936 | Carlisle attack 1.313 / defence 1.072. League average goals — home 1.155 / away 1.073. Carlisle have an above-average attack strength of 1.313 — the away xG of 1.32 is driven by genuine attacking quality on the road. Data: 66 Northampton games / 66 Carlisle games used (CurrentSeason).
Result probabilities: Northampton 37% | Draw 26% | Carlisle 36%. Fair-value odds: Northampton 2.70 | Draw 3.85 | Carlisle 2.78. This is a low-confidence result — no outcome exceeds 45%. The draw at 26% is a primary outcome, not an afterthought.
Goals markets: Over 2.5 probability 50% | BTTS probability 54% | Total xG 2.66. Over/Under 2.5 is close to a coin-flip at 50%/50% — the total xG of 2.66 sits near the 2.5 margin; this is a low-edge market from a Poisson standpoint. BTTS probability of 54% is moderate — neither team is projected to score with enough certainty to make Yes a clear standalone call.
Verdict
The Poisson model's primary lean is Northampton at 37% — marginal model lean. Draw probability of 26% warrants consideration of Double Chance or Draw No Bet on Northampton if the outright odds are short. The opposing side holds a 36% win probability per the model — this is not a banker and should be staked accordingly.
The Poisson model projects 2.66 xG in total — Under 2.5 at 50% — Poisson-only — limited corroboration confidence.
Poisson assigns a 54% probability to BTTS Yes based on the attack/defence strength model. Form rates corroborate: Northampton 60% | Carlisle 70% BTTS from recent games.
The outsider holds a 36% win probability per the model — this is not a banker and should not be treated as one. Proportionate stakes are appropriate given the genuine contest the data projects.
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💡 Key Insights
🏟️ Match Context
• Fixture: Northampton vs Carlisle | Competition: League Two, Regular Season - 22 | Venue: Sixfields Stadium • Kick-off: Tuesday 20 Dec 2022, 19:45 UTC • Data inputs: H2H history, form splits, prediction model signals, and market pricing
📊 Statistical Prediction
• Poisson result probabilities: Northampton 37% | Draw 26% | Carlisle 36% • Poisson goal markets: Over 2.5 50% | BTTS 54% | xG Northampton 1.34 / Carlisle 1.32 • Poisson strength factors: Northampton attack 1.079 / def 0.936 | Carlisle attack 1.313 / def 1.072 | league avg home 1.155 / away 1.073 • Poisson stance: Northampton (37%) — low confidence — close contest
🧮 Prediction Model
1.34
Northampton xG
Expected Goals
1.32
Carlisle xG
54%
BTTS
75%
Over 1.5
50%
Over 2.5
28%
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 Carlisle kick off?
Northampton vs Carlisle kicked off at 19:45 on Tuesday 20 December 2022 at Sixfields Stadium.
What was the final score in Northampton vs Carlisle?
Northampton 2 - 1 Carlisle.
Where is Northampton vs Carlisle being played?
The match is being played at Sixfields Stadium.
What competition is Northampton vs Carlisle part of?
Northampton vs Carlisle is a Regular Season - 22 fixture in the League Two (England).
Who is favourite to win Northampton vs Carlisle?
Our statistical model gives Northampton a 37% chance of winning, Carlisle a 36% chance, and a 26% chance of a draw — making Northampton the favourite.
Will both teams score in Northampton vs Carlisle?
Our model estimates a 54% probability that both Northampton and Carlisle will score (BTTS).
Will Northampton vs Carlisle have over 2.5 goals?
Our model puts the probability of over 2.5 goals in this match at 50%.
What is the head-to-head record between Northampton and Carlisle?
Record (2 meetings): Northampton 1W | Draws 0 | Carlisle 1W.
What form are Northampton and Carlisle in?
Northampton (all comps): 4W-4D-2L in 10 | 1.60 PPG | GF 1.30 / GA 0.90 | L5 D-D-W-W-D. Carlisle (all comps): 4W-4D-2L in 10 | 1.60 PPG | GF 1.80 / GA 1.10 | L5 W-D-D-W-D.
🧮 Model Insight
Where the Numbers Come From
Working from Northampton's attack rating (1.08) and Carlisle's defence rating (1.07), the model arrives at 1.34 expected goals for the home side. Flip it around — Carlisle's attack (1.31x) against Northampton's defence (0.94x) — and the away total comes out at 1.32.
These ratings are built from 66/66 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 14.0%. Close behind: 0-0 (8.6%), 2-1 (8.3%). Those top three scorelines alone account for 31% of the model's total probability mass — a relatively concentrated, predictable distribution for this fixture.
Most Likely Outcome
Northampton Win
37%
2.69
26%
3.78
36%
2.75
Top 3 Most Likely Scorelines
1 – 1
12.4%
Draw
Most likely
1 – 0
9.4%
Home win
0 – 1
9.3%
Away win
Expected Goals & Win Odds
1.34
Northampton xG
Total xG
2.66
1.32
Carlisle xG
2.69
37%
Home win
3.78
26%
Draw
2.75
36%
Away win
Goals Markets
74%
Over 1.5
1.35
26%
Under 1.5
3.85
50%
Over 2.5
2.00
50%
Under 2.5
2.00
28%
Over 3.5
3.57
72%
Under 3.5
1.39
13%
Over 4.5
7.69
87%
Under 4.5
1.15
Match Markets
Both Teams to Score
54%
BTTS Yes
1.84
46%
BTTS No
2.18
Clean Sheet
27%
3.74
26%
3.81
Win to Nil
10%
10.07
10%
10.47
Score Probability Matrix (%)
| H \ A | 0 | 1 | 2 | 3 | 4 | 5 |
|---|---|---|---|---|---|---|
| 0 | 7.0 | 9.3 | 6.1 | 2.7 | 0.9 | 0.2 |
| 1 | 9.4 | 12.4 | 8.2 | 3.6 | 1.2 | 0.3 |
| 2 | 6.3 | 8.3 | 5.5 | 2.4 | 0.8 | 0.2 |
| 3 | 2.8 | 3.7 | 2.4 | 1.1 | 0.4 | 0.1 |
| 4 | 0.9 | 1.2 | 0.8 | 0.4 | 0.1 | – |
| 5 | 0.2 | 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 Carlisle?
Our Poisson model rates 1-1 as the single most likely exact scoreline, at 14.0%.
How many goals are Northampton and Carlisle expected to score?
The model projects 1.34 expected goals for Northampton and 1.32 for Carlisle, a combined total of 2.66.
How confident is the prediction model for Northampton vs Carlisle?
Not very — the model's leading outcome sits at just 37%, meaning this is rated as a genuinely open contest with no dominant favourite.
📈 Form Insight
Recent Form Overview
Northampton come into this having played 66 games, going 32W 17D 17L for 1.71 points per game. Their last five reads D-D-W-W-D. The sample for Northampton is still a mix of this season and last, given how young the current campaign is.
On the other side, Carlisle sit at 1.30 PPG from 66 outings (22W 20D 24L), a run that reads W-D-D-W-D across their last five. The sample for Carlisle is still a mix of this season and last, given how young the current campaign is.
Northampton carry the stronger recent form of the two, 0.41 PPG clear of Carlisle — worth weighing alongside whatever the head-to-head and market data say.
How They Fare by Venue
Northampton's home form reads 17W 8D 8L across 33 games on their own ground, a 1.79 PPG return.
Away from home, Carlisle have taken 1.15 points per game from 33 outings (10W 8D 15L).
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.
Attack vs Defence
Northampton are averaging 1.41 goals scored and 0.92 conceded per game recently; Carlisle are on 1.06 scored and 1.26 conceded.
Defensively: Northampton have kept a clean sheet in 36% of their games — worth knowing if you're weighing up clean-sheet or BTTS-No markets.
Last 66 Results — League Two
Current season: same league only · Previous season: all leagues (covers promoted/relegated teams)
Northampton
Blended
Carlisle
Blended
❓ Frequently Asked Questions
What form are Northampton and Carlisle in coming into this match?
Northampton have gone 32W 17D 17L in their last 66 games (1.71 PPG), while Carlisle have gone 22W 20D 24L in their last 66 (1.30 PPG).
Which team has the better venue record — Northampton at home or Carlisle away?
Northampton's home record (1.79 PPG) is the stronger of the two venue-specific splits — Northampton at home: 1.79 PPG; Carlisle away: 1.15 PPG.
Have Northampton or Carlisle been keeping clean sheets recently?
Northampton have kept a clean sheet in 36% of their recent games, Carlisle in 30%.
⚔️ Rivalry Insight
The Rivalry So Far
These sides have met 6 times that we have on record, stretching back to October 2021 — a rivalry that has played out across roughly 2 years. The pairing has crossed competitions too — League Two, League One all feature in the head-to-head log. It has been a while since the last meeting — 6 April 2024, some 2 years back — so squads and form on both sides may look very different now.
Notable Numbers
For context on how one-sided this fixture can get: Northampton won 3-0 on 30 Oct 2021, the biggest margin either side has managed in the series.
Specifically as hosts in this fixture, Northampton have gone 3W 0D 0L from 3 meetings on their own ground against Carlisle — worth weighing alongside the overall series record.
Last 6 Meetings
3
Northampton
2
Draws
1
Carlisle
Recent Meetings
❓ Frequently Asked Questions
What is the head-to-head record between Northampton and Carlisle?
From 6 meetings on record, Northampton have won 3, Carlisle have won 1, and 2 have been drawn.
When did Northampton and Carlisle last play each other?
They last met on 6 April 2024, when Northampton 2-0 Carlisle.
Who has won more matches between Northampton and Carlisle?
Northampton have the better head-to-head record, with 3 wins from 6 meetings.
📈 Trading Insight
Early Goal Trends
Northampton are typically involved in an early goal — the half-time board shows at least one in 76% of their matches. They've gone in front at half-time 42% of the time.
Carlisle are typically involved in an early goal — the half-time board shows at least one in 85% of their matches. They've also shown some fight from behind, salvaging a draw or win after trailing at half-time in 15% of those situations.
Full-Time Markets
BTTS sits in mixed territory for this pairing — Northampton 39%, Carlisle 52% — no strong lean either way from the trading data alone.
Over 2.5 has been close to a coin-flip for both sides — 39% (Northampton) and 61% (Carlisle).
On the defensive side: Northampton keep a clean sheet in 39% of their matches; Northampton have failed to score in 27% of games; Carlisle in 36%.
Current season: same league only. Previous season: all leagues (covers promoted/relegated teams). All = any venue | Venue = Northampton home games / Carlisle away games. HT metrics require half-time score data — shown as — where unavailable.
❓ Frequently Asked Questions
Do both teams usually score when Northampton play Carlisle?
Not especially — both teams scoring has occurred in only 39% of Northampton's recent matches and 52% of Carlisle's, a rate that leans toward BTTS No.
Is Northampton vs Carlisle usually a high-scoring fixture?
Not particularly — Over 2.5 goals has come in for only 39% of Northampton's recent games and 61% of Carlisle's, pointing to a tighter contest.
Do Northampton and Carlisle tend to score early?
Northampton have had a goal before half-time in 76% of their recent matches, Carlisle in 85% — a useful reference point for first-half goal markets.
Prediction vindicated as Northampton edge out Carlisle 2-1.
📝 Match Report
How It Unfolded
Northampton beat Carlisle 2-1 at Sixfields Stadium, Regular Season - 22, 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 Northampton 1.34 xG and Carlisle 1.32 xG, a combined 2.66. 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 Northampton attack 1.08 / defence 0.94 against Carlisle attack 1.31 / defence 1.07, drawn from 66/66 games (CurrentSeason).
On the result, the model split it Northampton 37% | Draw 26% | Carlisle 36%, with Northampton to win its most likely call at 37%. That is exactly how it finished — the model's leading outcome was vindicated.
Goals & Markets
The model rated Over 2.5 goals at 50%. The game delivered 3, so it went over — a call the model got right. Over 1.5 had been 75% and landed. On both teams to score, the model sat at 54% and the match saw both sides score — another call in the model's favour. Historically the two sides average 45% Over 2.5 across their same-competition games (Northampton 44%, Carlisle 47%), a base rate that pointed the other way from today's over. Their combined BTTS history runs at 46%, which did not match the both-scored outcome.
Trading Patterns vs Reality
Northampton's trading profile (66 games, 33 home) set some clear expectations: BTTS lands in 47% of their matches — today it did; they keep a clean sheet 36% of the time, and conceded here.
Carlisle's trading profile (66 games, 33 away) set some clear expectations: BTTS lands in 46% of their matches — today it did; they keep a clean sheet 30% of the time, and conceded here.
Form vs Result
On form, Northampton arrived the stronger side — 1.71 PPG against 1.30. That form edge translated into the three points.
Verdict
Grading the result against the stored data, 3 of 4 pre-match signals came in: result (hit), Over 2.5 (miss), BTTS (hit), form (hit). The model got the gist right while missing on the margins.
💡 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.