Cardiff 5-1 Northampton – Result & Analysis
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Poisson rates Cardiff at 64% — current form provides partial corroboration, though signals are mixed in this Cardiff vs Northampton encounter.
✍️ Match Preview
Analysis
Northampton make the trip to Cardiff City Stadium to face Cardiff in League One, Regular Season - 45. The match kicks off on Saturday 25 April 2026 at 15:00 UTC.
Form
Cardiff (all games): 4W 4D 2L across 10 League One fixtures this term — 1.60 PPG. Last five: D W D W W. They are averaging 1.30 goals per game and conceding 0.80 — a modest attacking output that tempers optimism on the Over 2.5 market. Defensively, conceding just 0.80 per game is an exceptional defensive record — one of the tightest in the division. 4 clean sheets in 10 games (40%) reflects a solid defensive base.
At home at Cardiff City Stadium, Cardiff have gone 6W 2D 2L this season (10 games, 2.00 PPG). At home they are averaging 1.60 goals scored and 0.70 conceded per game. 5 clean sheets from 10 home games (50%) — they are an exceptionally hard side to score against at Cardiff City Stadium. At home, both teams have scored in only 30% of games — reinforcing BTTS No as the home-venue-backed angle.
Northampton's overall League One record this term: 0W 1D 9L from 10 games (0.10 PPG). Last five: L L L L L. Their scoring rate of 0.60 per game is modest, conceding 2.00 — not a side to back heavily on the Over 2.5 from their form alone. Conceding 2.00 per game is a high rate — their defensive vulnerabilities have been exposed regularly this season. Both teams have scored in 60% of their games — a noteworthy BTTS rate that supports the Yes market.
Northampton away from home this season: 0W 2D 8L from 10 away games — 0.20 PPG on the road. Away from home they average 0.60 goals scored and 2.00 conceded per game.
Form favours the hosts. Cardiff's 1.60 PPG return is 1.50 points per game ahead of Northampton's 0.10 — a genuine gap in recent results that provides a statistically grounded case for backing the home side.
H2H History
The head-to-head record is closely matched — Cardiff lead 1W to 0W over the last 1 encounters, with 0 draws, though neither side has established a commanding advantage.
These two sides have produced goals at a consistent rate historically, averaging 4.0 per game across 1 meetings. That scoring profile provides genuine support for the Over 2.5 angle. The most recent clash, on 22 Nov 2025, ended 3–1 with Cardiff winning.
With the win record balanced, the strongest H2H-derived signal is in the goals market. At 4.0 goals per game historically, Over 2.5 is the cleaner angle to extract from the head-to-head data.
Trading Data
Cardiff goal-timing and half-time pattern breakdown (89 games, 44 at home): they score before half-time in 52% of fixtures in home games; when goalless at HT, a second-half goal follows 84% of the time; two or more arrive in the second half on 53% of those occasions; BTTS occurs in 46% of their matches (home games); Over 2.5 goals lands in 46% of games (home games).
Northampton goal-timing and half-time pattern breakdown (89 games, 44 at away): they score before half-time in 66% of fixtures in away games; when goalless at HT, a second-half goal follows 63% of the time; BTTS occurs in 52% of their matches (away games); Over 2.5 goals lands in 52% of games (away games); they fail to score in 38% of games.
BTTS rates are mixed from the trading data — Cardiff 55% versus Northampton 51%; no strong lean in either direction. The over/under 2.5 picture is inconclusive from the in-play data (Cardiff 48% | Northampton 47%).
Poisson Model
The Poisson distribution model projects Cardiff 1.82 xG and Northampton 0.71 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: Cardiff attack 1.074 / defence 0.891 | Northampton attack 0.688 / defence 1.245. League average goals — home 1.362 / away 1.165. Northampton bring a strong defensive rating of 1.245 — this is suppressing Cardiff's projected output below what their attack strength alone would suggest. Data: 44 Cardiff games / 89 Northampton games used (CurrentSeason).
Result probabilities: Cardiff 64% | Draw 22% | Northampton 14%. Fair-value odds: Cardiff 1.56 | Draw 4.55 | Northampton 7.14. The model has a clear lean to Cardiff (64%) — a 50pp gap over the next-most-likely outcome reflects a meaningful statistical advantage.
Goals markets: Over 2.5 probability 47% | BTTS probability 43% | Total xG 2.54. Over/Under 2.5 is close to a coin-flip at 47%/53% — the total xG of 2.54 sits near the 2.5 margin; this is a low-edge market from a Poisson standpoint. BTTS probability of 43% is moderate — neither team is projected to score with enough certainty to make Yes a clear standalone call.
Final Verdict
Poisson rates Cardiff as the most likely outcome at 64% — clear model lean. Current-season form corroborates the Poisson lean — partial multi-source support. Draw No Bet is worth pricing alongside the outright: 22% draw probability makes the stalemate a live outcome even at this conviction level.
On the goals line, Poisson's 2.54 combined xG gives a 47% probability to Under 2.5 — Poisson-only — limited corroboration.
The Poisson model's BTTS call is No at 43%. Form rates corroborate: Cardiff 30% | Northampton 50% BTTS from recent games.
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💡 Key Insights
🏟️ Match Context
• Fixture: Cardiff vs Northampton | Competition: League One, Regular Season - 45 | Venue: Cardiff City Stadium • Kick-off: Saturday 25 Apr 2026, 15:00 UTC • Data inputs: H2H history, form splits, prediction model signals, and market pricing
📊 Statistical Prediction
• Poisson result probabilities: Cardiff 64% | Draw 22% | Northampton 14% • Poisson goal markets: Over 2.5 47% | BTTS 43% | xG Cardiff 1.82 / Northampton 0.71 • Poisson strength factors: Cardiff attack 1.074 / def 0.891 | Northampton attack 0.688 / def 1.245 | league avg home 1.362 / away 1.165 • Poisson stance: Cardiff (64%) — strong lean
🧮 Prediction Model
1.82
Cardiff xG
Expected Goals
0.71
Northampton xG
43%
BTTS
72%
Over 1.5
47%
Over 2.5
25%
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 Cardiff vs Northampton kick off?
Cardiff vs Northampton kicked off at 15:00 on Saturday 25 April 2026 at Cardiff City Stadium.
What was the final score in Cardiff vs Northampton?
Cardiff 5 - 1 Northampton.
Where is Cardiff vs Northampton being played?
The match is being played at Cardiff City Stadium.
What competition is Cardiff vs Northampton part of?
Cardiff vs Northampton is a Regular Season - 45 fixture in the League One (England).
Who is favourite to win Cardiff vs Northampton?
Our statistical model gives Cardiff a 64% chance of winning, Northampton a 14% chance, and a 22% chance of a draw — making Cardiff the favourite.
Will both teams score in Cardiff vs Northampton?
Our model estimates a 43% probability that both Cardiff and Northampton will score (BTTS).
Will Cardiff vs Northampton have over 2.5 goals?
Our model puts the probability of over 2.5 goals in this match at 47%.
What is the head-to-head record between Cardiff and Northampton?
Record (1 meetings): Cardiff 1W | Draws 0 | Northampton 0W.
What form are Cardiff and Northampton in?
Cardiff (all comps): 4W-4D-2L in 10 | 1.60 PPG | GF 1.30 / GA 0.80 | L5 D-W-D-W-W. Northampton (all comps): 0W-1D-9L in 10 | 0.10 PPG | GF 0.60 / GA 2.00 | L5 L-L-L-L-L.
🧮 Model Insight
Where the Numbers Come From
The model rates Cardiff's attack at 1.07x the league average against Northampton's defence at 1.25x — combine the two and it projects 1.82 expected goals for the hosts. Flip it around — Northampton's attack (0.69x) against Cardiff's defence (0.89x) — and the away total comes out at 0.71.
These ratings are built from 44/89 games of current-season data — a full enough sample to trust.
Scoreline Breakdown
Of every possible scoreline, 2-0 carries the highest individual probability at 13.1% — still a long way from a near-certainty, which says something about how open this one is on paper. Close behind: 1-0 (13.1%), 1-1 (11.6%). Those top three scorelines alone account for 38% of the model's total probability mass — a relatively concentrated, predictable distribution for this fixture.
Most Likely Outcome
Cardiff Win
64%
1.57
22%
4.52
14%
7.10
Top 3 Most Likely Scorelines
1 – 0
14.4%
Home win
Most likely
2 – 0
13.1%
Home win
1 – 1
10.3%
Draw
Expected Goals & Win Odds
1.82
Cardiff xG
Total xG
2.54
0.71
Northampton xG
1.57
64%
Home win
4.52
22%
Draw
7.10
14%
Away win
Goals Markets
72%
Over 1.5
1.39
28%
Under 1.5
3.57
47%
Over 2.5
2.13
53%
Under 2.5
1.89
25%
Over 3.5
4.00
75%
Under 3.5
1.33
11%
Over 4.5
9.09
89%
Under 4.5
1.12
Match Markets
Both Teams to Score
43%
BTTS Yes
2.34
57%
BTTS No
1.75
Clean Sheet
49%
2.04
16%
6.18
Win to Nil
31%
3.20
2%
43.88
Score Probability Matrix (%)
| H \ A | 0 | 1 | 2 | 3 | 4 | 5 |
|---|---|---|---|---|---|---|
| 0 | 7.9 | 5.7 | 2.0 | 0.5 | 0.1 | – |
| 1 | 14.4 | 10.3 | 3.7 | 0.9 | 0.2 | – |
| 2 | 13.1 | 9.4 | 3.4 | 0.8 | 0.1 | – |
| 3 | 8.0 | 5.7 | 2.0 | 0.5 | 0.1 | – |
| 4 | 3.6 | 2.6 | 0.9 | 0.2 | – | – |
| 5 | 1.3 | 0.9 | 0.3 | 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 Cardiff vs Northampton?
Our Poisson model rates 2-0 as the single most likely exact scoreline, at 13.1%.
How many goals are Cardiff and Northampton expected to score?
The model projects 1.82 expected goals for Cardiff and 0.71 for Northampton, a combined total of 2.54.
How confident is the prediction model for Cardiff vs Northampton?
Reasonably confident — the model's leading outcome is rated at 64%, a clear lean rather than a toss-up.
📈 Form Insight
Recent Form Overview
Cardiff's recent record stands at 35W 27D 27L from 89 games, a 1.48 PPG return, with D-W-D-W-W in the last five.
Northampton, meanwhile, have gone 21W 23D 45L across 89 games — 0.97 PPG, with L-L-L-L-L in their last five.
The points-per-game comparison favours Cardiff by 0.51 — a real, if not enormous, edge over Northampton heading into this one.
How They Fare by Venue
At home specifically, Cardiff have managed 23W 8D 13L from 44 games — 1.75 PPG in front of their own supporters.
Northampton's away record stands at 8W 12D 24L across 44 trips, a 0.82 PPG haul.
Comparing the two in their relevant venue splits, Cardiff 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
Cardiff are averaging 1.45 goals scored and 1.29 conceded per game recently; Northampton are on 0.94 scored and 1.47 conceded.
Last 89 Results — League One
Current season: same league only · Previous season: all leagues (covers promoted/relegated teams)
Cardiff
Current Season
Northampton
Current Season
❓ Frequently Asked Questions
What form are Cardiff and Northampton in coming into this match?
Cardiff have gone 35W 27D 27L in their last 89 games (1.48 PPG), while Northampton have gone 21W 23D 45L in their last 89 (0.97 PPG).
Which team has the better venue record — Cardiff at home or Northampton away?
Cardiff's home record (1.75 PPG) is the stronger of the two venue-specific splits — Cardiff at home: 1.75 PPG; Northampton away: 0.82 PPG.
⚔️ Rivalry Insight
The Rivalry So Far
These sides have met 2 times that we have on record, stretching back to November 2025 — a rivalry that has played out across roughly 1 year. Every recorded meeting has come in League One. They last met on 25 April 2026, roughly 4 months ago.
Last 2 Meetings
2
Cardiff
0
Draws
0
Northampton
Recent Meetings
❓ Frequently Asked Questions
What is the head-to-head record between Cardiff and Northampton?
From 2 meetings on record, Cardiff have won 2, Northampton have won 0, and 0 have been drawn.
When did Cardiff and Northampton last play each other?
They last met on 25 April 2026, when Cardiff 5-1 Northampton.
Who has won more matches between Cardiff and Northampton?
Cardiff have the better head-to-head record, with 2 wins from 2 meetings.
📈 Trading Insight
Early Goal Trends
Cardiff see a goal before the break in 52% of their matches. They've gone in front at half-time 27% of the time.
Northampton are typically involved in an early goal — the half-time board shows at least one in 66% of their matches.
Full-Time Markets
BTTS sits in mixed territory for this pairing — Cardiff 46%, Northampton 52% — no strong lean either way from the trading data alone.
Over 2.5 has been close to a coin-flip for both sides — 46% (Cardiff) and 52% (Northampton).
On the defensive side: Cardiff keep a clean sheet in 34% of their matches; Northampton in 36%.
Current season: same league only. Previous season: all leagues (covers promoted/relegated teams). All = any venue | Venue = Cardiff 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 Cardiff play Northampton?
Not especially — both teams scoring has occurred in only 46% of Cardiff's recent matches and 52% of Northampton's, a rate that leans toward BTTS No.
Is Cardiff vs Northampton usually a high-scoring fixture?
Not particularly — Over 2.5 goals has come in for only 46% of Cardiff's recent games and 52% of Northampton's, pointing to a tighter contest.
Do Cardiff and Northampton tend to score early?
Cardiff have had a goal before half-time in 52% of their recent matches, Northampton in 66% — a useful reference point for first-half goal markets.
Dominant Cardiff run riot with a 5-1 hammering of Northampton.
📝 Match Report
How It Unfolded
Cardiff beat Northampton 5-1 at Cardiff City Stadium, Regular Season - 45, 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 Cardiff 1.82 xG and Northampton 0.71 xG, a combined 2.54. The scoreboard read 5-1 for 6 actual goals. Cardiff beat their projection by 3.2 — clinical relative to the chances the model priced in. Those figures were built on strength ratings of Cardiff attack 1.07 / defence 0.89 against Northampton attack 0.69 / defence 1.25, drawn from 44/89 games (CurrentSeason).
On the result, the model split it Cardiff 64% | Draw 22% | Northampton 14%, with Cardiff to win its most likely call at 64%. The scoreboard confirmed the model's leading pick.
Goals & Markets
The model rated Over 2.5 goals at 47%. The game delivered 6, so it went over — a miss for the goals model. Over 1.5 had been 72% and landed. Over 3.5 was 25% and came in. On both teams to score, the model sat at 43% 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 (Cardiff 48%, Northampton 47%), a base rate that pointed the other way from today's over. Their combined BTTS history runs at 53%, which matched the both-scored outcome.
Trading Patterns vs Reality
Cardiff's trading profile (89 games, 44 home) set some clear expectations: BTTS lands in 55% of their matches — today it did.
Northampton's trading profile (89 games, 44 away) set some clear expectations: BTTS lands in 51% of their matches — today it did.
Form vs Result
On form, Cardiff arrived the stronger side — 1.48 PPG against 0.97. The form guide was vindicated by the result. Cardiff (home/away splits) scored 5 against a 1.57 average — above their attacking norm. Northampton (home/away splits) shipped 5 against a 1.64 concession average — a leakier day than usual.
Verdict
Grading the result against the stored data, 2 of 4 pre-match signals came in: result (hit), Over 2.5 (miss), BTTS (miss), form (hit). A mixed scorecard — the data caught the broad shape of the game but not every market.
💡 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.