Carlisle 2-2 Northampton – Result & Analysis
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Poisson rates Northampton at 35% — recent form provides partial corroboration, though signals are mixed in this Carlisle vs Northampton encounter.
✍️ Match Preview
Full Analysis
Brunton Park plays host to Carlisle versus Northampton in League One (matchday 22). Kick-off: Saturday 16 December 2023 at 15:00 UK time.
Current Form
Carlisle's record over their last 10 games: 2W 2D 6L (0.80 PPG). Last five: L L D L L. They are averaging 0.80 goals per game and conceding 1.60 — a modest attacking output that tempers optimism on the Over 2.5 market.
Carlisle at home: 2W 4D 4L from their last 10 home games — 1.00 PPG on home soil. At home they are averaging 0.80 goals scored and 1.10 conceded per game.
Northampton have collected 1.30 PPG across their last 10 games: 4W 1D 5L. Last five: W W W L W. Their scoring rate of 1.30 per game is modest, conceding 1.60 — not a side to back heavily on the Over 2.5 from their form alone. 2 clean sheets from 10 outings (20%).
Northampton's form when playing away from home: 4W 0D 6L across their last 10 road games (1.20 PPG). Away from home they average 0.90 goals scored and 1.30 conceded per game.
On a straight form reading, Northampton are the stronger side — 0.50 PPG clear of the hosts (1.30 vs 0.80). Backing them with draw insurance is the conservative play if the outright away price appears short.
Head-to-Head
Neither side has dominated the 4 H2H matches in our data: 1 wins for Carlisle, 2 for Northampton and 1 draw — leaving the H2H largely neutral.
The 4 H2H matches in our data averaged 2.2 goals per game — a neutral rate that gives no strong lean on the goals market from the H2H alone. The most recent of those, on 15 Apr 2023, ended Carlisle 0–0 Northampton — a draw.
The head-to-head data offers no strong steer in either the result or goals markets. Form, the model and current market pricing should carry more weight for this fixture.
Trading Data
Carlisle goal-timing and half-time pattern breakdown (last 66 games, 32 of them at home): at least one goal arrives before half-time in 72% of their matches in home games; when goalless at HT, a second-half goal follows 64% of the time; of the 20 games they trailed at half-time, they recovered to draw or win 35%; BTTS occurs in 47% of their matches (home games); Over 2.5 goals lands in 34% of games (home games); they fail to score in 36% of games.
Northampton goal-timing and half-time pattern breakdown (last 66 games, 32 of them away): at least one goal arrives before half-time in 66% of their matches in away games; when goalless at HT, a second-half goal follows 77% of the time; of the 19 games they trailed at half-time, they recovered to draw or win 32%; BTTS occurs in 50% of their matches (away games); Over 2.5 goals lands in 41% of games (away games).
BTTS rates are mixed from the trading data — Carlisle 46% versus Northampton 52%; no strong lean in either direction. The over/under 2.5 picture is inconclusive from the in-play data (Carlisle 38% | Northampton 48%).
Poisson Model
The Poisson distribution model projects Carlisle 1.02 xG and Northampton 1.04 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 0.669 / defence 1.084 | Northampton attack 0.848 / defence 1.120. League average goals — home 1.356 / away 1.137. Carlisle's attack rating of 0.669 is below the league average, which holds their xG down at 1.02. Data: built from Carlisle's last 20 games and Northampton's last 20.
Result probabilities: Carlisle 33% | Draw 32% | Northampton 35%. Fair-value odds: Carlisle 2.99 | Draw 3.16 | Northampton 2.86. This is a low-confidence result — no outcome reaches 45%. The draw at 32% is a primary outcome, not an afterthought.
Goals markets: Over 2.5 probability 34% | BTTS Yes probability 42% | Total xG 2.06. Under 2.5 is the strongly backed market at 66% probability — total xG of 2.06 sits well below the 2.5 threshold. The model is projecting a tight, low-scoring match. BTTS No at 58% is only a slight lean — the model gives both sides a fair chance of scoring, so No isn't a clear standalone call.
Verdict
The Poisson model's primary lean is Northampton at 35% — marginal model lean. Recent form corroborates the Poisson lean — partial multi-source support. Draw probability of 32% warrants consideration of Double Chance or Draw No Bet on Northampton if the outright odds are short. The opposing side holds a 33% win probability per the model — this is not a banker and should be staked accordingly.
The Poisson model projects 2.06 xG in total — Under 2.5 at 66% — reasonable conviction, supported by recent form (Carlisle's last 10 home games and Northampton's last 10 away games) averaging 2.0 goals per game.
Poisson assigns a 58% probability to BTTS No based on the attack/defence strength model. Form rates corroborate — both teams scored in: Carlisle 50% (last 10 home games) | Northampton 40% (last 10 away games).
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💡 Key Insights
🏟️ Match Context
• Fixture: Carlisle vs Northampton | Competition: League One, matchday 22 | Venue: Brunton Park • Kick-off: Saturday 16 December 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: Carlisle 33% | Draw 32% | Northampton 35% • Poisson goal markets: Over 2.5 34% (Under 66%) | BTTS Yes 42% (No 58%) | xG Carlisle 1.02 / Northampton 1.04 • Poisson strength factors: Carlisle attack 0.669 / def 1.084 | Northampton attack 0.848 / def 1.120 | league avg home 1.356 / away 1.137 • Poisson stance: Northampton (35%) — low confidence — close contest
🧮 Prediction Model
1.02
Carlisle xG
Expected Goals
1.04
Northampton xG
42%
BTTS
62%
Over 1.5
34%
Over 2.5
15%
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.
❓ Carlisle vs Northampton FAQs
What time does Carlisle vs Northampton kick off?
Carlisle vs Northampton kicked off at 15:00 UK time on Saturday 16 December 2023 at Brunton Park.
What was the final score in Carlisle vs Northampton?
Carlisle 2 - 2 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 League One fixture (matchday 22) (England).
Who is favourite to win Carlisle vs Northampton?
Our statistical model gives Carlisle a 33% chance of winning, Northampton a 35% chance, and a 32% chance of a draw — making Northampton the favourite.
Will both teams score in Carlisle vs Northampton?
Our model estimates a 42% probability that both Carlisle and Northampton will score, so it leans towards BTTS No (58%).
Will Carlisle vs Northampton have over 2.5 goals?
Our model puts the probability of over 2.5 goals in this match at 34%, so it leans towards under 2.5 goals (66%).
🧮 Model Insight
Where the Numbers Come From
The model rates Carlisle's attack at 0.67x the league average against Northampton's defence at 1.12x — combine the two and it projects 1.02 expected goals for the hosts. Flip it around — Northampton's attack (0.85x) against Carlisle's defence (1.08x) — and the away total comes out at 1.04.
These ratings are built from Carlisle's last 20 games and Northampton's last 20 — a full enough recent sample to trust.
Scoreline Breakdown
Of every possible scoreline, 1-1 carries the highest individual probability at 15.3% — still a long way from a near-certainty, which says something about how open this one is on paper. Close behind: 0-0 (14.5%), 0-1 (11.5%). Those top three scorelines alone account for 41% of the model's total probability mass — a relatively concentrated, predictable distribution for this fixture.
Most Likely Outcome
Northampton Win
33%
2.99
32%
3.16
35%
2.86
Top 3 Most Likely Scorelines
1 – 1
13.5%
Draw
Most likely
0 – 1
13.3%
Away win
1 – 0
12.9%
Home win
Expected Goals & Win Odds
1.02
Carlisle xG
Total xG
2.06
1.04
Northampton xG
2.99
33%
Home win
3.16
32%
Draw
2.86
35%
Away win
Goals Markets
61%
Over 1.5
1.64
39%
Under 1.5
2.56
34%
Over 2.5
2.94
66%
Under 2.5
1.52
15%
Over 3.5
6.67
85%
Under 3.5
1.18
6%
Over 4.5
16.67
94%
Under 4.5
1.06
Match Markets
Both Teams to Score
42%
BTTS Yes
2.38
58%
BTTS No
1.73
Clean Sheet
35%
2.84
36%
2.76
Win to Nil
12%
8.49
13%
7.91
Score Probability Matrix (%)
| H \ A | 0 | 1 | 2 | 3 | 4 | 5 |
|---|---|---|---|---|---|---|
| 0 | 12.7 | 13.3 | 6.9 | 2.4 | 0.6 | 0.1 |
| 1 | 12.9 | 13.5 | 7.1 | 2.5 | 0.6 | 0.1 |
| 2 | 6.6 | 6.9 | 3.6 | 1.2 | 0.3 | 0.1 |
| 3 | 2.2 | 2.3 | 1.2 | 0.4 | 0.1 | – |
| 4 | 0.6 | 0.6 | 0.3 | 0.1 | – | – |
| 5 | 0.1 | 0.1 | 0.1 | – | – | – |
Green = home win · Grey = draw · Amber = away win · Outlined cell = most likely score
▶ Model Internals
❓ Carlisle vs Northampton Prediction FAQs
What is the most likely scoreline for Carlisle vs Northampton?
Our Poisson model rates 1-1 as the single most likely exact scoreline, at 15.3%.
How many goals are Carlisle and Northampton expected to score?
The model projects 1.02 expected goals for Carlisle and 1.04 for Northampton, a combined total of 2.06.
How confident is the prediction model for Carlisle vs Northampton?
Not very — the model's leading outcome sits at just 35%, meaning this is rated as a genuinely open contest with no dominant favourite.
📈 Form Insight
Recent Form Overview
Carlisle's recent record stands at 23W 21D 22L from 66 games, a 1.36 PPG return, with L-L-D-L-L in the last five.
Northampton, meanwhile, have gone 31W 16D 19L across 66 games — 1.65 PPG, with W-W-W-L-W in their last five.
There isn't much between them on recent form — 1.36 PPG for Carlisle against 1.65 for Northampton. Neither side arrives with a clear form advantage.
How They Fare by Venue
At home specifically, Carlisle have managed 12W 12D 8L from their last 32 home games — 1.50 PPG in front of their own supporters.
Northampton's away record stands at 14W 8D 10L across their last 32 away games, a 1.56 PPG haul.
Attack vs Defence
Carlisle are averaging 1.24 goals scored and 1.11 conceded per game recently; Northampton are on 1.30 scored and 1.03 conceded.
Last 66 Results
Current season: same league only · Previous season: all leagues (covers promoted/relegated teams)
Carlisle
Blended
Northampton
Blended
Carlisle (Home) vs Northampton (Away)
Home games only for the home side · Away games only for the away side
Carlisle
Blended
Northampton
Blended
❓ Carlisle vs Northampton Form FAQs
What form are Carlisle and Northampton in coming into this match?
Carlisle have gone 23W 21D 22L in their last 66 games (1.36 PPG), while Northampton have gone 31W 16D 19L in their last 66 (1.65 PPG).
Which team has the better venue record — Carlisle at home or Northampton away?
Northampton's away record (1.56 PPG) is the stronger of the two venue-specific splits — Carlisle at home: 1.50 PPG; Northampton away: 1.56 PPG.
Have Carlisle or Northampton been keeping clean sheets recently?
Carlisle have kept a clean sheet in 30% of their recent games, Northampton in 32%.
⚔️ Rivalry Insight
The Rivalry So Far
Our data holds 6 H2H matches between Carlisle and Northampton, the earliest from October 2021. They cover more than one competition — League Two, League One. The most recent in our data was on 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 Northampton 3-0 Carlisle on 30 Oct 2021, the biggest margin in the H2H matches we hold.
Specifically as hosts in this fixture, Carlisle have gone 1W 2D 0L from the 3 H2H matches in our data played on their own ground against Northampton — worth weighing alongside the overall series record.
Last 6 Meetings
1
Carlisle
2
Draws
3
Northampton
Recent Meetings
❓ Carlisle vs Northampton H2H FAQs
What is the head-to-head record between Carlisle and Northampton?
Across the 6 head-to-head matches in our data, Carlisle have won 1, Northampton have won 3, and 2 have been drawn.
When did Carlisle and Northampton last play each other?
The most recent meeting in our data was on 6 April 2024: 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 the 6 head-to-head matches in our data.
📈 Trading Insight
Early Goal Trends
Carlisle are typically involved in an early goal — the half-time board shows at least one in 72% of their matches. They've gone in front at half-time 31% of the time. They've also shown some fight from behind, salvaging a draw or win after trailing at half-time in 40% of those situations.
Northampton are typically involved in an early goal — the half-time board shows at least one in 66% of their matches. They've gone in front at half-time 31% of the time. They've also shown some fight from behind, salvaging a draw or win after trailing at half-time in 22% of those situations.
Full-Time Markets
BTTS sits in mixed territory for this pairing — Carlisle 47%, Northampton 50% — no strong lean either way from the trading data alone.
Over 2.5 has been close to a coin-flip for both sides — 34% (Carlisle) and 41% (Northampton).
On the defensive side: Carlisle keep a clean sheet in 34% of their matches; Northampton in 31%; Carlisle have failed to score in 31% of games.
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.
❓ Carlisle vs Northampton Trading FAQs
Do both teams usually score in Carlisle and Northampton matches?
Not especially — both teams scoring has occurred in only 47% of Carlisle's recent matches and 50% of Northampton's, a rate that leans toward BTTS No.
Are Carlisle and Northampton matches usually high-scoring?
Not particularly — Over 2.5 goals has come in for only 34% of Carlisle's recent games and 41% of Northampton's, pointing to a tighter contest.
Do Carlisle and Northampton matches tend to have early goals?
There has been at least one first-half goal in 72% of Carlisle's recent matches and 66% of Northampton's — a useful reference point for first-half goal markets.
Carlisle and Northampton share the spoils in a 2-2 draw.
📝 Match Report
How It Unfolded
The points were shared at Brunton Park, Regular Season - 22, as Carlisle and Northampton drew 2-2 in the League One. 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 1.02 xG and Northampton 1.04 xG, a combined 2.06. The scoreboard read 2-2 for 4 actual goals. Carlisle beat their projection by 1.0 — clinical relative to the chances the model priced in. Northampton outscored their 1.04 projection by 1.0. Those figures were built on strength ratings of Carlisle attack 0.67 / defence 1.08 against Northampton attack 0.85 / defence 1.12, drawn from 20/20 games (CurrentSeason).
On the result, the model split it Carlisle 33% | Draw 32% | Northampton 35%, with Northampton to win its most likely call at 35%. 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 34%. The game delivered 4, so it went over — a miss for the goals model. Over 1.5 had been 62% and landed. Over 3.5 was 15% and came in. On both teams to score, the model sat at 42% and the match saw both sides score — a miss on BTTS. Historically the two sides average 43% Over 2.5 across their same-competition games (Carlisle 38%, Northampton 48%), a base rate that pointed the other way from today's over. Their combined BTTS history runs at 48%, which did not match the both-scored outcome.
Trading Patterns vs Reality
Carlisle's trading profile (66 games, 32 home) 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.
Northampton's trading profile (66 games, 32 away) set some clear expectations: BTTS lands in 52% of their matches — today it did; they keep a clean sheet 32% of the time, and conceded here.
Form vs Result
The form lines were close — Carlisle 1.36 PPG, Northampton 1.65 PPG — offering no strong steer, and the draw fit that even billing. Carlisle (home/away splits) shipped 2 against a 1.03 concession average — a leakier day than usual. Northampton (home/away splits) shipped 2 against a 1.09 concession average — a leakier day than usual.
Verdict
Grading the result against the stored data, 0 of 3 pre-match signals came in: result (miss), Over 2.5 (miss), BTTS (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.
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