Carlisle 0-0 Northampton – Result & Analysis
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Poisson model rates Carlisle at 43%, yet other data sources diverge — this Carlisle vs Northampton fixture contains genuine analytical tension.
✍️ Match Preview
Full Analysis
Brunton Park plays host to Carlisle versus Northampton in League Two, Regular Season - 42. Kick-off: Saturday 15 April 2023 at 15:00 UTC.
Current Form
Carlisle's overall League Two record this term: 5W 3D 2L from 10 games (1.80 PPG). Last five: D L L W D. They are averaging 1.20 goals per game and conceding 0.50 — a modest attacking output that tempers optimism on the Over 2.5 market. Defensively, conceding just 0.50 per game is an exceptional defensive record — one of the tightest in the division. 6 clean sheets from 10 games (60%) is a standout defensive return — they are keeping their net clean in more than half their matches. Both teams have scored in only 20% of their games — a low BTTS rate that suggests clean sheets are a regular occurrence.
Carlisle at Brunton Park this season: 7W 1D 2L from 10 home games — 2.20 PPG on home soil. At home they are averaging 1.60 goals scored and 0.70 conceded per game. 6 clean sheets from 10 home games (60%) — they are an exceptionally hard side to score against at Brunton Park. At home, both teams have scored in only 20% of games — reinforcing BTTS No as the home-venue-backed angle.
Northampton have collected 2.10 PPG across 10 League Two outings this season: 6W 3D 1L. Last five: W W D L W. Their scoring rate of 1.10 per game is modest, conceding 0.70 — not a side to back heavily on the Over 2.5 from their form alone. Defensively, 0.70 goals conceded per game is elite-level — a side this difficult to score against is a real threat to Over 2.5 and BTTS Yes. 5 clean sheets from 10 games (50%) is an exceptional defensive record — they are keeping clean sheets more often than not.
Northampton's form when playing away from home: 3W 4D 3L across 10 road games this term (1.30 PPG). Away from home they average 1.00 goals scored and 1.10 conceded per game. Their away PPG of 1.30 is notably below their overall 2.10 — form away from home has been a clear weakness this season.
A near-identical PPG reading — 1.80 for Carlisle, 2.10 for Northampton — means the form record is uninstructive on result selection. The goals and market sections will carry greater evidential weight.
Head-to-Head
Form and model data should carry more weight here — the historical record is too balanced to provide a directional steer. From 3 meetings: Carlisle 1W, Northampton 2W, 0D.
These two sides have produced goals at a consistent rate historically, averaging 3.0 per game across 3 meetings. That scoring profile provides genuine support for the Over 2.5 angle. The most recent clash, on 20 Dec 2022, ended 1–2 with Northampton 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
Carlisle goal-timing and half-time pattern breakdown (87 games, 43 at home): they score before half-time in 63% of fixtures in home games; when goalless at HT, a second-half goal follows 57% of the time; BTTS occurs in 35% of their matches (home games); Over 2.5 goals lands in 33% of games (home games); they fail to score in 37% of games.
Northampton goal-timing and half-time pattern breakdown (87 games, 43 at away): they score before half-time in 60% of fixtures in away games; when goalless at HT, a second-half goal follows 70% of the time; BTTS occurs in 54% of their matches (away games); Over 2.5 goals lands in 42% of games (away games).
BTTS rates are mixed from the trading data — Carlisle 41% versus Northampton 47%; no strong lean in either direction. The over/under 2.5 picture is inconclusive from the in-play data (Carlisle 45% | Northampton 40%).
Poisson Model
The Poisson distribution model projects Carlisle 1.24 xG and Northampton 0.87 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: Carlisle attack 1.101 / defence 0.822 | Northampton attack 1.005 / defence 0.926. League average goals — home 1.217 / away 1.058. Data: 87 Carlisle games / 87 Northampton games used (CurrentSeason).
Result probabilities: Carlisle 43% | Draw 32% | Northampton 24%. Fair-value odds: Carlisle 2.33 | Draw 3.12 | Northampton 4.17. This is a low-confidence result — no outcome exceeds 45%. The draw at 32% is a primary outcome, not an afterthought.
Goals markets: Over 2.5 probability 35% | BTTS probability 43% | Total xG 2.12. Under 2.5 is the strongly backed market at 65% probability — total xG of 2.12 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.
Verdict
The Poisson model's primary lean is Carlisle at 43% — marginal model lean. Draw probability of 32% warrants consideration of Double Chance or Draw No Bet on Carlisle if the outright odds are short.
The Poisson model projects 2.12 xG in total — Under 2.5 at 35% — marginal — conflicting signals confidence, supported by form averaging 2.2 goals per game — though H2H averaging only 3.0 goals per meeting points in the other direction.
Poisson assigns a 43% probability to BTTS No based on the attack/defence strength model. Form rates corroborate: Carlisle 20% | Northampton 50% BTTS from recent games.
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💡 Key Insights
🏟️ Match Context
• Fixture: Carlisle vs Northampton | Competition: League Two, Regular Season - 42 | Venue: Brunton Park • Kick-off: Saturday 15 Apr 2023, 15:00 UTC • Data inputs: H2H history, form splits, prediction model signals, and market pricing
📊 Statistical Prediction
• Poisson result probabilities: Carlisle 43% | Draw 32% | Northampton 24% • Poisson goal markets: Over 2.5 35% | BTTS 43% | xG Carlisle 1.24 / Northampton 0.87 • Poisson strength factors: Carlisle attack 1.101 / def 0.822 | Northampton attack 1.005 / def 0.926 | league avg home 1.217 / away 1.058 • Poisson stance: Carlisle (43%) — low confidence — close contest
🧮 Prediction Model
1.24
Carlisle xG
Expected Goals
0.87
Northampton 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 Carlisle vs Northampton kick off?
Carlisle vs Northampton kicked off at 15:00 on Saturday 15 April 2023 at Brunton Park.
What was the final score in Carlisle vs Northampton?
Carlisle 0 - 0 Northampton.
Where is Carlisle vs Northampton being played?
The match is being played at Brunton Park.
What competition is Carlisle vs Northampton part of?
Carlisle vs Northampton is a Regular Season - 42 fixture in the League Two (England).
Who is favourite to win Carlisle vs Northampton?
Our statistical model gives Carlisle a 43% chance of winning, Northampton a 24% chance, and a 32% chance of a draw — making Carlisle the favourite.
Will both teams score in Carlisle vs Northampton?
Our model estimates a 43% probability that both Carlisle and Northampton will score (BTTS).
Will Carlisle vs Northampton 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 Carlisle and Northampton?
Record (3 meetings): Carlisle 1W | Draws 0 | Northampton 2W.
What form are Carlisle and Northampton in?
Carlisle (all comps): 5W-3D-2L in 10 | 1.80 PPG | GF 1.20 / GA 0.50 | L5 D-L-L-W-D. Northampton (all comps): 6W-3D-1L in 10 | 2.10 PPG | GF 1.10 / GA 0.70 | L5 W-W-D-L-W.
🧮 Model Insight
Where the Numbers Come From
The model rates Carlisle's attack at 1.10x the league average against Northampton's defence at 0.93x — combine the two and it projects 1.24 expected goals for the hosts. Flip it around — Northampton's attack (1.00x) against Carlisle's defence (0.82x) — and the away total comes out at 0.87.
These ratings are built from 87/87 games of current-season data — a full enough sample to trust.
Scoreline Breakdown
Of every possible scoreline, 1-1 carries the highest individual probability at 14.8% — still a long way from a near-certainty, which says something about how open this one is on paper. Close behind: 0-0 (13.8%), 1-0 (13.3%). 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
Carlisle Win
43%
2.32
32%
3.08
24%
4.09
Top 3 Most Likely Scorelines
1 – 0
15.0%
Home win
Most likely
1 – 1
13.1%
Draw
0 – 0
12.1%
Draw
Expected Goals & Win Odds
1.24
Carlisle xG
Total xG
2.12
0.87
Northampton xG
2.32
43%
Home win
3.08
32%
Draw
4.09
24%
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
2.32
57%
BTTS No
1.76
Clean Sheet
42%
2.40
29%
3.46
Win to Nil
18%
5.56
7%
14.14
Score Probability Matrix (%)
| H \ A | 0 | 1 | 2 | 3 | 4 | 5 |
|---|---|---|---|---|---|---|
| 0 | 12.1 | 10.5 | 4.6 | 1.3 | 0.3 | 0.1 |
| 1 | 15.0 | 13.1 | 5.7 | 1.7 | 0.4 | 0.1 |
| 2 | 9.3 | 8.1 | 3.5 | 1.0 | 0.2 | – |
| 3 | 3.8 | 3.4 | 1.5 | 0.4 | 0.1 | – |
| 4 | 1.2 | 1.0 | 0.5 | 0.1 | – | – |
| 5 | 0.3 | 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 Carlisle vs Northampton?
Our Poisson model rates 1-1 as the single most likely exact scoreline, at 14.8%.
How many goals are Carlisle and Northampton expected to score?
The model projects 1.24 expected goals for Carlisle and 0.87 for Northampton, a combined total of 2.12.
How confident is the prediction model for Carlisle vs Northampton?
Not very — the model's leading outcome sits at just 43%, meaning this is rated as a genuinely open contest with no dominant favourite.
📈 Form Insight
Recent Form Overview
Carlisle's recent record stands at 33W 24D 30L from 87 games, a 1.41 PPG return, with D-L-L-W-D in the last five.
Northampton, meanwhile, have gone 41W 24D 22L across 87 games — 1.69 PPG, with W-W-D-L-W in their last five.
There isn't much between them on recent form — 1.41 PPG for Carlisle against 1.69 for Northampton. Neither side arrives with a clear form advantage.
How They Fare by Venue
At home specifically, Carlisle have managed 19W 13D 11L from 43 games — 1.63 PPG in front of their own supporters.
Northampton's away record stands at 18W 13D 12L across 43 trips, a 1.56 PPG haul.
Attack vs Defence
Carlisle are averaging 1.14 goals scored and 1.14 conceded per game recently; Northampton are on 1.31 scored and 0.91 conceded.
Defensively: Carlisle have kept a clean sheet in 36% of their games; Northampton in 38% — worth knowing if you're weighing up clean-sheet or BTTS-No markets.
Last 87 Results — League Two
Current season: same league only · Previous season: all leagues (covers promoted/relegated teams)
Carlisle
Current Season
Northampton
Current Season
❓ Frequently Asked Questions
What form are Carlisle and Northampton in coming into this match?
Carlisle have gone 33W 24D 30L in their last 87 games (1.41 PPG), while Northampton have gone 41W 24D 22L in their last 87 (1.69 PPG).
Which team has the better venue record — Carlisle at home or Northampton away?
Carlisle's home record (1.63 PPG) is the stronger of the two venue-specific splits — Carlisle at home: 1.63 PPG; Northampton away: 1.56 PPG.
Have Carlisle or Northampton been keeping clean sheets recently?
Carlisle have kept a clean sheet in 36% of their recent games, Northampton in 38%.
⚔️ 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, Carlisle have gone 1W 2D 0L from 3 meetings on their own ground against Northampton — worth weighing alongside the overall series record.
Last 6 Meetings
1
Carlisle
2
Draws
3
Northampton
Recent Meetings
❓ Frequently Asked Questions
What is the head-to-head record between Carlisle and Northampton?
From 6 meetings on record, Carlisle have won 1, Northampton have won 3, and 2 have been drawn.
When did Carlisle and Northampton last play each other?
They last met on 6 April 2024, when Northampton 2-0 Carlisle.
Who has won more matches between Carlisle and Northampton?
Northampton have the better head-to-head record, with 3 wins from 6 meetings.
📈 Trading Insight
Early Goal Trends
Carlisle are typically involved in an early goal — the half-time board shows at least one in 63% of their matches. They've gone in front at half-time 30% of the time.
Northampton are typically involved in an early goal — the half-time board shows at least one in 60% of their matches. They've gone in front at half-time 33% of the time.
Full-Time Markets
BTTS sits in mixed territory for this pairing — Carlisle 35%, Northampton 54% — no strong lean either way from the trading data alone.
Over 2.5 has been close to a coin-flip for both sides — 33% (Carlisle) and 42% (Northampton).
On the defensive side: Carlisle keep a clean sheet in 46% of their matches; Northampton in 33%; Carlisle have failed to score in 35% of games; Northampton in 26%.
Current season: same league only. Previous season: all leagues (covers promoted/relegated teams). All = any venue | Venue = Carlisle home games / Northampton away games. HT metrics require half-time score data — shown as — where unavailable.
❓ Frequently Asked Questions
Do both teams usually score when Carlisle play Northampton?
Not especially — both teams scoring has occurred in only 35% of Carlisle's recent matches and 54% of Northampton's, a rate that leans toward BTTS No.
Is Carlisle vs Northampton usually a high-scoring fixture?
Not particularly — Over 2.5 goals has come in for only 33% of Carlisle's recent games and 42% of Northampton's, pointing to a tighter contest.
Do Carlisle and Northampton tend to score early?
Carlisle have had a goal before half-time in 63% of their recent matches, Northampton in 60% — a useful reference point for first-half goal markets.
Stalemate at Carlisle's ground as both sides cancel each other out in a goalless draw.
📝 Match Report
How It Unfolded
The points were shared at Brunton Park, Regular Season - 42, as Carlisle and Northampton drew 0-0 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 Carlisle 1.24 xG and Northampton 0.87 xG, a combined 2.12. The scoreboard read 0-0 for 0 actual goals. Carlisle fell 1.2 short of their projected output. Northampton landed 0.9 under their projected return. Those figures were built on strength ratings of Carlisle attack 1.10 / defence 0.82 against Northampton attack 1.00 / defence 0.93, drawn from 87/87 games (CurrentSeason).
On the result, the model split it Carlisle 43% | Draw 32% | Northampton 24%, with Carlisle to win its most likely call at 43%. The actual draw had been the model's second-ranked read at 32%, so the result diverged from the top call without being a shock.
Goals & Markets
The model rated Over 2.5 goals at 35%. The game delivered 0, so it stayed under — in line with the projection. Over 1.5 had been 64% and missed. On both teams to score, the model sat at 43% and the match did not — another call in the model's favour. Historically the two sides average 42% Over 2.5 across their same-competition games (Carlisle 45%, Northampton 40%), a base rate that agreed with today's under. Their combined BTTS history runs at 44%, which matched the one-sided outcome.
Trading Patterns vs Reality
Carlisle's trading profile (87 games, 43 home) set some clear expectations: BTTS lands in 41% of their matches — today it did not; they keep a clean sheet 36% of the time, and duly kept one; they fail to score in 37% of games, a blank that repeated today.
Northampton's trading profile (87 games, 43 away) set some clear expectations: BTTS lands in 47% of their matches — today it did not; they keep a clean sheet 38% of the time, and duly kept one; they fail to score in 25% of games, a blank that repeated today.
Form vs Result
The form lines were close — Carlisle 1.41 PPG, Northampton 1.69 PPG — offering no strong steer, and the draw fit that even billing. Carlisle (home/away splits) managed 0 against a 1.14 scoring average — below par going forward and conceded 0 against a 0.91 average — tighter than their form line. Northampton (home/away splits) managed 0 against a 1.30 scoring average — below par going forward and conceded 0 against a 1.07 average — tighter than their form line.
Verdict
Grading the result against the stored data, 2 of 3 pre-match signals came in: result (miss), Over 2.5 (hit), BTTS (hit). Partial vindication: some calls landed, others slipped.
💡 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.