Carlisle 2-1 Northampton – Result & Analysis
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Poisson model projects a closely fought contest — draw probability sits at 39% as Carlisle take on Northampton.
✍️ Match Preview
Full Analysis
Brunton Park plays host to Carlisle versus Northampton in League Two, Regular Season - 36. Kick-off: Saturday 12 March 2022 at 15:00 UTC.
Current Form
Carlisle's overall League Two record this term: 3W 2D 5L from 10 games (1.10 PPG). Last five: D L W W W. They are averaging 0.90 goals per game and conceding 1.60 — a modest attacking output that tempers optimism on the Over 2.5 market. 3 clean sheets from 10 outings provides some defensive foundation.
Carlisle at Brunton Park this season: 3W 3D 4L from 10 home games — 1.20 PPG on home soil. At home they are averaging 0.70 goals scored and 1.10 conceded per game. 5 clean sheets from 10 home games (50%) — 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 1.80 PPG across 10 League Two outings this season: 5W 3D 2L. Last five: W D L D W. Their scoring rate of 1.00 per game is modest, conceding 0.50 — not a side to back heavily on the Over 2.5 from their form alone. Defensively, 0.50 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. 6 clean sheets from 10 games (60%) is an exceptional defensive record — they are keeping clean sheets more often than not. Both teams have scored in only 20% of their fixtures — a very low rate that strongly backs BTTS No.
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 0.90 goals scored and 1.10 conceded per game. 4 clean sheets from 10 away games (40%) shows they are capable of shutting up shop on the road. Their away PPG of 1.30 is notably below their overall 1.80 — form away from home has been a clear weakness this season.
On a straight form reading, Northampton are the stronger side — 0.70 PPG clear of the hosts (1.80 vs 1.10). Backing them with draw insurance is the conservative play if the outright away price appears short.
Head-to-Head
Form and model data should carry more weight here — the historical record is too balanced to provide a directional steer. From 1 meetings: Carlisle 0W, Northampton 1W, 0D.
These two sides have produced goals at a consistent rate historically, averaging 3.0 per game across 1 meetings. That scoring profile provides genuine support for the Over 2.5 angle. The most recent clash, on 30 Oct 2021, ended 0–3 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 (34 games, 17 at home): they score before half-time in 65% of fixtures in home games; when goalless at HT, a second-half goal follows 50% of the time; BTTS occurs in 29% of their matches (home games); Over 2.5 goals lands in 24% of games (home games); they fail to score in 44% of games.
Northampton goal-timing and half-time pattern breakdown (34 games, 17 at away): they score before half-time in 47% of fixtures in away games; when goalless at HT, a second-half goal follows 71% of the time; BTTS occurs in 41% of their matches (away games); Over 2.5 goals lands in 35% of games (away games); they keep a clean sheet 47% of the time.
BTTS rates are mixed from the trading data — Carlisle 38% versus Northampton 38%; no strong lean in either direction. The over/under 2.5 picture is inconclusive from the in-play data (Carlisle 47% | Northampton 35%).
Poisson Model
The Poisson distribution model projects Carlisle 0.67 xG and Northampton 0.93 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 0.671 / defence 1.200 | Northampton attack 0.694 / defence 0.962. League average goals — home 1.034 / away 1.112. Carlisle's attack strength of 0.671 is below the league average — the 0.67 xG projection reflects a team that scores at a discount to the division norm. Data: 34 Carlisle games / 35 Northampton games used (CurrentSeason).
Result probabilities: Carlisle 23% | Draw 39% | Northampton 38%. Fair-value odds: Carlisle 4.35 | Draw 2.56 | Northampton 2.63. The draw (39%) is the Poisson-preferred outcome — neither side is more likely to win than to draw, making draw-inclusive markets the most model-aligned approach.
Goals markets: Over 2.5 probability 22% | BTTS probability 32% | Total xG 1.60. Under 2.5 is the strongly backed market at 78% probability — total xG of 1.60 sits well below the 2.5 threshold. The model is projecting a tight, low-scoring match based on both sides' defensive quality. BTTS No has firm model support at 68% — Carlisle's lower xG of 0.67 creates a meaningful probability of a scoring blank, which suppresses the BTTS Yes probability to 32%.
Verdict
The Poisson model's preferred outcome is the draw at 39% — neither side is more likely to win than to draw. Draw-inclusive markets are the most model-aligned approach. Home win at 23% and away win at 38% are close enough that backing either outright carries significant draw exposure.
The Poisson model projects 1.60 xG in total — Under 2.5 at 22% — reasonable confidence, supported by form averaging 1.9 goals per game.
Poisson assigns a 32% 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 - 36 | Venue: Brunton Park • Kick-off: Saturday 12 Mar 2022, 15:00 UTC • Data inputs: H2H history, form splits, prediction model signals, and market pricing
📊 Statistical Prediction
• Poisson result probabilities: Carlisle 23% | Draw 39% | Northampton 38% • Poisson goal markets: Over 2.5 22% | BTTS 32% | xG Carlisle 0.67 / Northampton 0.93 • Poisson strength factors: Carlisle attack 0.671 / def 1.200 | Northampton attack 0.694 / def 0.962 | league avg home 1.034 / away 1.112 • Poisson stance: Draw (39%) — low confidence — close contest
🧮 Prediction Model
0.67
Carlisle xG
Expected Goals
0.93
Northampton xG
32%
BTTS
49%
Over 1.5
22%
Over 2.5
8%
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 12 March 2022 at Brunton Park.
What was the final score in Carlisle vs Northampton?
Carlisle 2 - 1 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 - 36 fixture in the League Two (England).
Who is favourite to win Carlisle vs Northampton?
Our statistical model gives Carlisle a 23% chance of winning, Northampton a 38% chance, and a 39% chance of a draw, making this a very evenly-matched fixture.
Will both teams score in Carlisle vs Northampton?
Our model estimates a 32% 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 22%.
What is the head-to-head record between Carlisle and Northampton?
Record (1 meetings): Carlisle 0W | Draws 0 | Northampton 1W.
What form are Carlisle and Northampton in?
Carlisle (all comps): 3W-2D-5L in 10 | 1.10 PPG | GF 0.90 / GA 1.60 | L5 D-L-W-W-W. Northampton (all comps): 5W-3D-2L in 10 | 1.80 PPG | GF 1.00 / GA 0.50 | L5 W-D-L-D-W.
🧮 Model Insight
Where the Numbers Come From
The model rates Carlisle's attack at 0.67x the league average against Northampton's defence at 0.96x — combine the two and it projects 0.67 expected goals for the hosts. Flip it around — Northampton's attack (0.69x) against Carlisle's defence (1.20x) — and the away total comes out at 0.93.
These ratings are built from 34/35 games of current-season data — a full enough sample to trust.
Scoreline Breakdown
Of every possible scoreline, 0-0 carries the highest individual probability at 21.9% — still a long way from a near-certainty, which says something about how open this one is on paper. Close behind: 0-1 (17.2%), 1-1 (14.2%). Those top three scorelines alone account for 53% of the model's total probability mass — a relatively concentrated, predictable distribution for this fixture.
Most Likely Outcome
Draw
23%
4.34
39%
2.56
38%
2.64
Top 3 Most Likely Scorelines
0 – 0
20.3%
Draw
Most likely
0 – 1
18.8%
Away win
1 – 0
13.6%
Home win
Expected Goals & Win Odds
0.67
Carlisle xG
Total xG
1.60
0.93
Northampton xG
4.34
23%
Home win
2.56
39%
Draw
2.64
38%
Away win
Goals Markets
47%
Over 1.5
2.13
53%
Under 1.5
1.89
22%
Over 2.5
4.55
78%
Under 2.5
1.28
8%
Over 3.5
12.50
92%
Under 3.5
1.09
2%
Over 4.5
50.00
98%
Under 4.5
1.02
Match Markets
Both Teams to Score
32%
BTTS Yes
3.17
68%
BTTS No
1.46
Clean Sheet
40%
2.53
51%
1.95
Win to Nil
9%
10.96
19%
5.15
Score Probability Matrix (%)
| H \ A | 0 | 1 | 2 | 3 | 4 | 5 |
|---|---|---|---|---|---|---|
| 0 | 20.3 | 18.8 | 8.7 | 2.7 | 0.6 | 0.1 |
| 1 | 13.6 | 12.6 | 5.8 | 1.8 | 0.4 | 0.1 |
| 2 | 4.5 | 4.2 | 1.9 | 0.6 | 0.1 | – |
| 3 | 1.0 | 0.9 | 0.4 | 0.1 | – | – |
| 4 | 0.2 | 0.2 | 0.1 | – | – | – |
| 5 | – | – | – | – | – | – |
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 Carlisle vs Northampton?
Our Poisson model rates 0-0 as the single most likely exact scoreline, at 21.9%.
How many goals are Carlisle and Northampton expected to score?
The model projects 0.67 expected goals for Carlisle and 0.93 for Northampton, a combined total of 1.60.
How confident is the prediction model for Carlisle vs Northampton?
Not very — the model's leading outcome sits at just 39%, meaning this is rated as a genuinely open contest with no dominant favourite.
📈 Form Insight
Recent Form Overview
Carlisle's recent record stands at 9W 10D 15L from 34 games, a 1.09 PPG return, with D-L-W-W-W in the last five.
Northampton, meanwhile, have gone 16W 9D 9L across 34 games — 1.68 PPG, with W-D-L-D-W in their last five.
The points-per-game comparison favours Northampton by 0.59 — a real, if not enormous, edge over Carlisle heading into this one.
How They Fare by Venue
At home specifically, Carlisle have managed 4W 7D 6L from 17 games — 1.12 PPG in front of their own supporters.
Northampton's away record stands at 6W 6D 5L across 17 trips, a 1.41 PPG haul.
Attack vs Defence
Carlisle are averaging 0.82 goals scored and 1.35 conceded per game recently; Northampton are on 1.21 scored and 0.85 conceded.
Defensively: Northampton in 47% — worth knowing if you're weighing up clean-sheet or BTTS-No markets.
Last 34 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 9W 10D 15L in their last 34 games (1.09 PPG), while Northampton have gone 16W 9D 9L in their last 34 (1.68 PPG).
Which team has the better venue record — Carlisle at home or Northampton away?
Northampton's away record (1.41 PPG) is the stronger of the two venue-specific splits — Carlisle at home: 1.12 PPG; Northampton away: 1.41 PPG.
Have Carlisle or Northampton been keeping clean sheets recently?
Carlisle have kept a clean sheet in 32% of their recent games, Northampton in 47%.
⚔️ 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 65% of their matches. They've also shown some fight from behind, salvaging a draw or win after trailing at half-time in 12% of those situations.
Northampton see a goal before the break in 47% of their matches. They've gone in front at half-time 29% of the time.
Full-Time Markets
BTTS sits in mixed territory for this pairing — Carlisle 29%, Northampton 41% — no strong lean either way from the trading data alone.
Low-scoring games have been more typical here — Over 2.5 sits at just 24% for Carlisle and 35% for Northampton.
On the defensive side: Carlisle keep a clean sheet in 41% of their matches; Northampton in 47%; Carlisle have failed to score in 53% of games; Northampton in 35%.
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 29% of Carlisle's recent matches and 41% 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 24% of Carlisle's recent games and 35% 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 65% of their recent matches, Northampton in 47% — a useful reference point for first-half goal markets.
Shock result as Carlisle defy the odds to beat Northampton 2-1.
📝 Match Report
How It Unfolded
Carlisle beat Northampton 2-1 at Brunton Park, Regular Season - 36, 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 Carlisle 0.67 xG and Northampton 0.93 xG, a combined 1.60. The scoreboard read 2-1 for 3 actual goals. Carlisle beat their projection by 1.3 — clinical relative to the chances the model priced in. Those figures were built on strength ratings of Carlisle attack 0.67 / defence 1.20 against Northampton attack 0.69 / defence 0.96, drawn from 34/35 games (CurrentSeason).
On the result, the model split it Carlisle 23% | Draw 39% | Northampton 38%, with the draw its most likely call at 39%. Instead the game produced a Carlisle win, an outcome the model had rated at just 23% — a clear break from expectation and a genuine upset by the numbers.
Goals & Markets
The model rated Over 2.5 goals at 22%. The game delivered 3, so it went over — a miss for the goals model. Over 1.5 had been 49% and landed. On both teams to score, the model sat at 32% and the match saw both sides score — a miss on BTTS. Historically the two sides average 41% Over 2.5 across their same-competition games (Carlisle 47%, Northampton 35%), a base rate that pointed the other way from today's over. Their combined BTTS history runs at 38%, which did not match the both-scored outcome.
Trading Patterns vs Reality
Carlisle's trading profile (34 games, 17 home) set some clear expectations: BTTS lands in 38% of their matches — today it did; they keep a clean sheet 32% of the time, and conceded here.
Northampton's trading profile (34 games, 17 away) set some clear expectations: BTTS lands in 38% of their matches — today it did; they keep a clean sheet 47% of the time, and conceded here.
Form vs Result
On form, Northampton arrived the stronger side — 1.68 PPG against 1.09. Form was overturned, with Carlisle winning despite arriving in poorer recent shape. Carlisle (home/away splits) scored 2 against a 0.71 average — above their attacking norm. Northampton (home/away splits) shipped 2 against a 0.94 concession average — a leakier day than usual.
Verdict
Grading the result against the stored data, 0 of 4 pre-match signals came in: result (miss), Over 2.5 (miss), BTTS (miss), form (miss). A poor return for the projections: the match defied the majority of what the numbers expected.
💡 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.