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Poisson rates Cardiff at 64% — current form provides partial corroboration, though signals are mixed in this Cardiff vs Northampton encounter.

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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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