Cardiff 5-1 Northampton – Result & Analysis
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Poisson rates Cardiff at 64% — recent 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 (matchday 45). The match kicks off on Saturday 25 April 2026 at 16:00 UK time.
Form
Cardiff (all games): 4W 4D 2L across their last 10 — 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. 4 clean sheets in 10 games (40%) reflects a solid defensive base.
At home, Cardiff have gone 6W 2D 2L in their last 10 home games (2.00 PPG). At home they are averaging 1.60 goals scored and 0.70 conceded per game. 5 clean sheets from their last 10 home games (50%) — they are an exceptionally hard side to score against at home. At home, both teams have scored in only 30% of games — reinforcing BTTS No as the home-venue-backed angle.
Northampton's record over their last 10 games: 0W 1D 9L (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 defence has been exposed regularly. Both teams have scored in 60% of their games — a noteworthy BTTS rate that supports the Yes market.
Northampton away from home: 0W 2D 8L from their last 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
Neither side has dominated the 1 H2H match in our data: 1 wins for Cardiff, 0 for Northampton and 0 draws — leaving the H2H largely neutral. With only 1 H2H match to go on, treat this as a light input.
These two sides have produced goals at a healthy rate, averaging 4.0 per game across the 1 H2H match we hold. That scoring profile supports the Over 2.5 angle. The most recent of those, on 22 Nov 2025, ended Cardiff 3–1 Northampton — a Cardiff win.
With the win record balanced, the strongest H2H signal is in the goals market — at 4.0 goals per game, Over 2.5 is the cleaner angle from the head-to-head data.
Trading Data
Cardiff goal-timing and half-time pattern breakdown (last 89 games, 44 of them at home): at least one goal arrives before half-time in 52% of their matches 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; of the 23 games they trailed at half-time, they recovered to draw or win 35%; 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 (last 89 games, 44 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 63% of the time; of the 15 games they led at half-time, they failed to win 47%; 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%). Note also that Northampton surrender HT leads in 47% of cases while Cardiff recover from half-time deficits to draw or win 35% of the time — a dynamic that could influence in-play positioning.
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's defence rating of 1.245 (above 1 = concedes more than average) is pushing Cardiff's projected output up. Northampton's attack rating of 0.688 is below the league average, which holds their xG down at 0.71. Data: built from Cardiff's last 44 games and Northampton's last 89.
Result probabilities: Cardiff 64% | Draw 22% | Northampton 14%. Fair-value odds: Cardiff 1.57 | Draw 4.52 | Northampton 7.10. The model has a clear lean to Cardiff (64%) — a 42pp gap over the next-most-likely outcome reflects a meaningful statistical advantage.
Goals markets: Over 2.5 probability 47% | BTTS Yes 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 No at 57% is only a slight lean — the model gives both sides a fair chance of scoring, so No isn't a clear standalone call.
Final Verdict
Poisson rates Cardiff as the most likely outcome at 64% — clear model lean. Recent 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 53% probability to Under 2.5 — a Poisson-only call with no corroboration from form or H2H.
The Poisson model's BTTS call is No at 57%. Form rates corroborate — both teams scored in: Cardiff 30% (last 10 home games) | Northampton 50% (last 10 away games).
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💡 Key Insights
🏟️ Match Context
• Fixture: Cardiff vs Northampton | Competition: League One, matchday 45 | Venue: Cardiff City Stadium • Kick-off: Saturday 25 April 2026 at 16:00 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: Cardiff 64% | Draw 22% | Northampton 14% • Poisson goal markets: Over 2.5 47% (Under 53%) | BTTS Yes 43% (No 57%) | 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.
❓ Cardiff vs Northampton FAQs
What time does Cardiff vs Northampton kick off?
Cardiff vs Northampton kicked off at 16:00 UK time 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 League One fixture (matchday 45) (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, so it leans towards BTTS No (57%).
Will Cardiff vs Northampton have over 2.5 goals?
Our model puts the probability of over 2.5 goals in this match at 47%, so it leans towards under 2.5 goals (53%).
🧮 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 Cardiff's last 44 games and Northampton's last 89 — a full enough recent 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 β 0
14.4%
Home win
Most likely
2 β 0
13.1%
Home win
1 β 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 Β· Grey = draw Β· Amber = away win Β· Outlined cell = most likely score
▶ Model Internals
❓ Cardiff vs Northampton Prediction FAQs
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 their last 44 home games — 1.75 PPG in front of their own supporters.
Northampton's away record stands at 8W 12D 24L across their last 44 away games, 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
Current season: same league only · Previous season: all leagues (covers promoted/relegated teams)
Cardiff
Current Season
Northampton
Current Season
Cardiff (Home) vs Northampton (Away)
Home games only for the home side · Away games only for the away side
Cardiff
Current Season
Northampton
Current Season
❓ Cardiff vs Northampton Form FAQs
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
Our data holds 2 H2H matches between Cardiff and Northampton, the earliest from November 2025. All of them came in League One. The most recent was on 25 April 2026, roughly 6 months ago.
Last 2 Meetings
2
Cardiff
0
Draws
0
Northampton
Recent Meetings
❓ Cardiff vs Northampton H2H FAQs
What is the head-to-head record between Cardiff and Northampton?
Across the 2 head-to-head matches in our data, Cardiff have won 2, Northampton have won 0, and 0 have been drawn.
When did Cardiff and Northampton last play each other?
The most recent meeting in our data was on 25 April 2026: 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 the 2 head-to-head matches in our data.
📈 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, though they've let that lead slip 17% of the time they've held it — worth watching if they're only ahead by one. They've also shown some fight from behind, salvaging a draw or win after trailing at half-time in 29% 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 also shown some fight from behind, salvaging a draw or win after trailing at half-time in 11% of those situations.
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 β shown as β where unavailable.
❓ Cardiff vs Northampton Trading FAQs
Do both teams usually score in Cardiff and Northampton matches?
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.
Are Cardiff and Northampton matches usually high-scoring?
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 matches tend to have early goals?
There has been at least one first-half goal in 52% of Cardiff's recent matches and 66% of Northampton's — 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.