Carlisle 3-1 Hartlepool – Result & Analysis
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Poisson model rates Carlisle at 56%, yet other data sources diverge — this Carlisle vs Hartlepool fixture contains genuine analytical tension.
✍️ Match Preview
Fixture Analysis
It is a League Two clash, Regular Season - 26 as Carlisle welcome Hartlepool to Brunton Park. Kick-off is set for Tuesday 24 January 2023 at 19:45 UTC.
Recent Form
Across all League Two games this season, Carlisle have gone 5W 3D 2L from 10 outings — a 1.80 PPG return. Last five: L W W L W. Offensively they are averaging 1.80 goals per game, with 0.90 conceded. 5 clean sheets from 10 games (50%) is a standout defensive return — they are keeping their net clean in more than half their matches. This season is still relatively young for Carlisle, so this record blends games from this season and last.
Carlisle's home record at Brunton Park: 5W 4D 1L from 10 League Two appearances (1.90 PPG). At home they are averaging 1.50 goals scored and 0.80 conceded per game. 6 clean sheets from 10 home games (60%) — they are an exceptionally hard side to score against at Brunton Park.
Hartlepool — All Games: 4W 1D 5L from 10 League Two fixtures this season — 1.30 PPG. Last five: W L D L W. Their scoring rate of 1.30 per game is modest, conceding 1.80 — not a side to back heavily on the Over 2.5 from their form alone. 2 clean sheets from 10 outings suggests some defensive organisation. This season is still relatively young for Hartlepool, so this record blends games from this season and last.
When travelling in League Two this season, Hartlepool have posted 2W 2D 6L from 10 away outings — 0.80 PPG. Away from home they average 1.00 goals scored and 1.60 conceded per game. BTTS has landed in 60% of their away games — meaningful support for the Yes angle in this specific context. Their away PPG of 0.80 is notably below their overall 1.30 — form away from home has been a clear weakness this season.
On current form, Carlisle have the edge — a 0.50 PPG advantage (1.80 vs 1.30) represents a meaningful gap. That momentum makes them the form-based pick, though if the outright price looks short, Draw No Bet is worth comparing.
H2H
The rivalry is an even one: 1 wins apiece for Carlisle, 1 for Hartlepool and 1 shared spoils from 3 past contests. Neither side holds a meaningful historical edge.
The 3 previous meetings have averaged 2.3 goals per game — a neutral rate that provides no strong lean on the goals market from the H2H alone. The most recent clash, on 8 Oct 2022, ended 3–1 with Carlisle winning.
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.
Trading Patterns
Carlisle in-play and half-time data (71 games, 35 at home): they score before half-time in 60% of fixtures in home games; when goalless at HT, a second-half goal follows 60% of the time; BTTS occurs in 37% of their matches (home games); Over 2.5 goals lands in 31% of games (home games); they fail to score in 34% of games.
Hartlepool in-play and half-time data (71 games, 35 at away): they score before half-time in 66% of fixtures in away games; when goalless at HT, a second-half goal follows 64% of the time; BTTS occurs in 51% of their matches (away games); Over 2.5 goals lands in 49% of games (away games); they fail to score in 39% of games.
BTTS rates are mixed from the trading data — Carlisle 45% versus Hartlepool 52%; no strong lean in either direction. The over/under 2.5 picture is inconclusive from the in-play data (Carlisle 48% | Hartlepool 48%).
Poisson Model
The Poisson distribution model projects Carlisle 1.65 xG and Hartlepool 0.84 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 1.070 / defence 0.828 | Hartlepool attack 0.950 / defence 1.268. League average goals — home 1.213 / away 1.067. Hartlepool bring a strong defensive rating of 1.268 — this is suppressing Carlisle's projected output below what their attack strength alone would suggest. Data: 71 Carlisle games / 72 Hartlepool games used (CurrentSeason).
Result probabilities: Carlisle 56% | Draw 26% | Hartlepool 18%. Fair-value odds: Carlisle 1.79 | Draw 3.85 | Hartlepool 5.56. The model has a clear lean to Carlisle (56%) — a 38pp gap over the next-most-likely outcome reflects a meaningful statistical advantage.
Goals markets: Over 2.5 probability 45% | BTTS probability 46% | Total xG 2.48. Under 2.5 has a narrow probability edge at 55% — total xG of 2.48 is below the line but not decisively so. BTTS probability of 46% is moderate — neither team is projected to score with enough certainty to make Yes a clear standalone call.
Our Verdict
Poisson rates Carlisle as the most likely outcome at 56% — clear model lean. Current-season form corroborates the Poisson lean — partial multi-source support. Draw No Bet is worth pricing alongside the outright: 26% draw probability makes the stalemate a live outcome even at this conviction level.
The Poisson model projects 2.48 xG in total — Under 2.5 at 45% — Poisson-only — limited corroboration confidence.
On the BTTS market, Poisson puts 46% on No. Form rates are neutral: Carlisle 40% | Hartlepool 60%.
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💡 Key Insights
🏟️ Match Context
• Fixture: Carlisle vs Hartlepool | Competition: League Two, Regular Season - 26 | Venue: Brunton Park • Kick-off: Tuesday 24 Jan 2023, 19:45 UTC • Data inputs: H2H history, form splits, prediction model signals, and market pricing
📊 Statistical Prediction
• Poisson result probabilities: Carlisle 56% | Draw 26% | Hartlepool 18% • Poisson goal markets: Over 2.5 45% | BTTS 46% | xG Carlisle 1.65 / Hartlepool 0.84 • Poisson strength factors: Carlisle attack 1.070 / def 0.828 | Hartlepool attack 0.950 / def 1.268 | league avg home 1.213 / away 1.067 • Poisson stance: Carlisle (56%) — strong lean
🧮 Prediction Model
1.65
Carlisle xG
Expected Goals
0.84
Hartlepool xG
46%
BTTS
72%
Over 1.5
45%
Over 2.5
24%
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 Hartlepool kick off?
Carlisle vs Hartlepool kicked off at 19:45 on Tuesday 24 January 2023 at Brunton Park.
What was the final score in Carlisle vs Hartlepool?
Carlisle 3 - 1 Hartlepool.
Where is Carlisle vs Hartlepool being played?
The match is being played at Brunton Park.
What competition is Carlisle vs Hartlepool part of?
Carlisle vs Hartlepool is a Regular Season - 26 fixture in the League Two (England).
Who is favourite to win Carlisle vs Hartlepool?
Our statistical model gives Carlisle a 56% chance of winning, Hartlepool a 18% chance, and a 26% chance of a draw — making Carlisle the favourite.
Will both teams score in Carlisle vs Hartlepool?
Our model estimates a 46% probability that both Carlisle and Hartlepool will score (BTTS).
Will Carlisle vs Hartlepool have over 2.5 goals?
Our model puts the probability of over 2.5 goals in this match at 45%.
What is the head-to-head record between Carlisle and Hartlepool?
Record (3 meetings): Carlisle 1W | Draws 1 | Hartlepool 1W.
What form are Carlisle and Hartlepool in?
Carlisle (all comps): 5W-3D-2L in 10 | 1.80 PPG | GF 1.80 / GA 0.90 | L5 L-W-W-L-W. Hartlepool (all comps): 4W-1D-5L in 10 | 1.30 PPG | GF 1.30 / GA 1.80 | L5 W-L-D-L-W.
🧮 Model Insight
How the Model Works This Match
The model rates Carlisle's attack at 1.07x the league average against Hartlepool's defence at 1.27x — combine the two and it projects 1.65 expected goals for the hosts. The same calculation in reverse, Hartlepool's attack versus Carlisle's defence, projects 0.84 expected goals for the visitors.
These ratings are built from 71/72 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 13.0% — still a long way from a near-certainty, which says something about how open this one is on paper. Close behind: 1-0 (12.2%), 2-0 (11.3%). Those top three scorelines alone account for 37% of the model's total probability mass — a relatively concentrated, predictable distribution for this fixture.
Most Likely Outcome
Carlisle Win
56%
1.79
26%
3.90
18%
5.42
Top 3 Most Likely Scorelines
1 – 0
13.7%
Home win
Most likely
1 – 1
11.5%
Draw
2 – 0
11.3%
Home win
Expected Goals & Win Odds
1.65
Carlisle xG
Total xG
2.48
0.84
Hartlepool xG
1.79
56%
Home win
3.90
26%
Draw
5.42
18%
Away win
Goals Markets
71%
Over 1.5
1.41
29%
Under 1.5
3.45
45%
Over 2.5
2.22
55%
Under 2.5
1.82
24%
Over 3.5
4.17
76%
Under 3.5
1.32
11%
Over 4.5
9.09
89%
Under 4.5
1.12
Match Markets
Both Teams to Score
46%
BTTS Yes
2.15
54%
BTTS No
1.87
Clean Sheet
43%
2.31
19%
5.18
Win to Nil
24%
4.14
4%
28.07
Score Probability Matrix (%)
| H \ A | 0 | 1 | 2 | 3 | 4 | 5 |
|---|---|---|---|---|---|---|
| 0 | 8.3 | 7.0 | 2.9 | 0.8 | 0.2 | – |
| 1 | 13.7 | 11.5 | 4.8 | 1.4 | 0.3 | – |
| 2 | 11.3 | 9.5 | 4.0 | 1.1 | 0.2 | – |
| 3 | 6.2 | 5.2 | 2.2 | 0.6 | 0.1 | – |
| 4 | 2.5 | 2.1 | 0.9 | 0.3 | 0.1 | – |
| 5 | 0.8 | 0.7 | 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 Hartlepool?
Our Poisson model rates 1-1 as the single most likely exact scoreline, at 13.0%.
How many goals are Carlisle and Hartlepool expected to score?
The model projects 1.65 expected goals for Carlisle and 0.84 for Hartlepool, a combined total of 2.48.
How confident is the prediction model for Carlisle vs Hartlepool?
Reasonably confident — the model's leading outcome is rated at 56%, a clear lean rather than a toss-up.
📈 Form Insight
Form at a Glance
Carlisle's recent record stands at 25W 20D 26L from 71 games, a 1.34 PPG return, with L-W-W-L-W in the last five. The sample for Carlisle is still a mix of this season and last, given how young the current campaign is.
Hartlepool, meanwhile, have gone 18W 19D 34L across 71 games — 1.03 PPG, with W-L-D-L-W in their last five. The sample for Hartlepool is still a mix of this season and last, given how young the current campaign is.
Form-wise this is close to level: Carlisle on 1.34 PPG, Hartlepool on 1.03. Other factors will likely decide this one more than recent results.
Venue Form
At home specifically, Carlisle have managed 14W 12D 9L from 35 games — 1.54 PPG in front of their own supporters.
Hartlepool's away record stands at 7W 7D 21L across 35 trips, a 0.80 PPG haul.
Comparing the two in their relevant venue splits, Carlisle come out ahead — a more targeted read than the overall PPG figures above, since it strips out games played in the opposite context.
Goals in Recent Form
Carlisle are averaging 1.10 goals scored and 1.23 conceded per game recently; Hartlepool are on 0.97 scored and 1.56 conceded.
Last 71 Results — League Two
Current season: same league only · Previous season: all leagues (covers promoted/relegated teams)
Carlisle
Blended
Hartlepool
Blended
❓ Frequently Asked Questions
What form are Carlisle and Hartlepool in coming into this match?
Carlisle have gone 25W 20D 26L in their last 71 games (1.34 PPG), while Hartlepool have gone 18W 19D 34L in their last 71 (1.03 PPG).
Which team has the better venue record — Carlisle at home or Hartlepool away?
Carlisle's home record (1.54 PPG) is the stronger of the two venue-specific splits — Carlisle at home: 1.54 PPG; Hartlepool away: 0.80 PPG.
Have Carlisle or Hartlepool been keeping clean sheets recently?
Carlisle have kept a clean sheet in 32% of their recent games, Hartlepool in 21%.
⚔️ Rivalry Insight
Fixture History
4 meetings separate these sides on the data we hold, the series stretching back to August 2021. Every recorded meeting has come in League Two. It has been a while since the last meeting — 24 January 2023, some 1 year back — so squads and form on both sides may look very different now.
Streaks & Records
There's a clear current trend here: Carlisle have taken the last 2 head-to-head results.
Carlisle's record when hosting Hartlepool specifically: 1W 1D 0L from 2 games — a narrower, venue-specific slice of the head-to-head picture.
Last 4 Meetings
2
Carlisle
1
Draws
1
Hartlepool
Recent Meetings
❓ Frequently Asked Questions
What is the head-to-head record between Carlisle and Hartlepool?
From 4 meetings on record, Carlisle have won 2, Hartlepool have won 1, and 1 have been drawn.
When did Carlisle and Hartlepool last play each other?
They last met on 24 January 2023, when Carlisle 3-1 Hartlepool.
Who has won more matches between Carlisle and Hartlepool?
Carlisle have the better head-to-head record, with 2 wins from 4 meetings.
📈 Trading Insight
First-Half Patterns
Carlisle are typically involved in an early goal — the half-time board shows at least one in 60% of their matches.
Hartlepool are typically involved in an early goal — the half-time board shows at least one in 66% of their matches.
Full-Time Trends
BTTS sits in mixed territory for this pairing — Carlisle 37%, Hartlepool 51% — no strong lean either way from the trading data alone.
Over 2.5 has been close to a coin-flip for both sides — 31% (Carlisle) and 49% (Hartlepool).
On the defensive side: Carlisle keep a clean sheet in 46% of their matches; Carlisle have failed to score in 34% of games; Hartlepool in 43%.
Current season: same league only. Previous season: all leagues (covers promoted/relegated teams). All = any venue | Venue = Carlisle home games / Hartlepool away games. HT metrics require half-time score data — shown as — where unavailable.
❓ Frequently Asked Questions
Do both teams usually score when Carlisle play Hartlepool?
Not especially — both teams scoring has occurred in only 37% of Carlisle's recent matches and 51% of Hartlepool's, a rate that leans toward BTTS No.
Is Carlisle vs Hartlepool usually a high-scoring fixture?
Not particularly — Over 2.5 goals has come in for only 31% of Carlisle's recent games and 49% of Hartlepool's, pointing to a tighter contest.
Do Carlisle and Hartlepool tend to score early?
Carlisle have had a goal before half-time in 60% of their recent matches, Hartlepool in 66% — a useful reference point for first-half goal markets.
Carlisle cruise to a comfortable 3-1 victory over Hartlepool.
📝 Match Report
How It Unfolded
Carlisle beat Hartlepool 3-1 at Brunton Park, Regular Season - 26, 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 1.65 xG and Hartlepool 0.84 xG, a combined 2.48. The scoreboard read 3-1 for 4 actual goals. Carlisle beat their projection by 1.4 — clinical relative to the chances the model priced in. Those figures were built on strength ratings of Carlisle attack 1.07 / defence 0.83 against Hartlepool attack 0.95 / defence 1.27, drawn from 71/72 games (CurrentSeason).
On the result, the model split it Carlisle 56% | Draw 26% | Hartlepool 18%, with Carlisle to win its most likely call at 56%. The scoreboard confirmed the model's leading pick.
Goals & Markets
The model rated Over 2.5 goals at 45%. The game delivered 4, so it went over — a miss for the goals model. Over 1.5 had been 72% and landed. Over 3.5 was 24% and came in. On both teams to score, the model sat at 46% and the match saw both sides score — a miss on BTTS. Historically the two sides average 48% Over 2.5 across their same-competition games (Carlisle 48%, Hartlepool 48%), 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
Carlisle's trading profile (71 games, 35 home) set some clear expectations: BTTS lands in 45% of their matches — today it did; they keep a clean sheet 32% of the time, and conceded here.
Hartlepool's trading profile (71 games, 35 away) set some clear expectations: BTTS lands in 52% of their matches — today it did.
Form vs Result
The form lines were close — Carlisle 1.34 PPG, Hartlepool 1.03 PPG — offering no strong steer, and the Carlisle win broke the near-deadlock. Carlisle (home/away splits) scored 3 against a 1.03 average — above their attacking norm. Hartlepool (home/away splits) shipped 3 against a 1.74 concession average — a leakier day than usual.
Verdict
Grading the result against the stored data, 1 of 3 pre-match signals came in: result (hit), 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.