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Poisson model favours Swansea (34%) — form and H2H data both point in the same direction as Cardiff face Swansea.

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Fixture Analysis

It is a Championship clash, Regular Season - 27 as Cardiff welcome Swansea to Cardiff City Stadium. Kick-off is set for Saturday 18 January 2025 at 12:30 UTC.

Recent Form

Across all Championship games this season, Cardiff have gone 1W 5D 4L from 10 outings — a 0.80 PPG return. Last five: L W D D D. They are averaging 1.10 goals per game and conceding 1.70 — a modest attacking output that tempers optimism on the Over 2.5 market. Both teams have scored in 70% of their games — a high BTTS rate that carries real weight in the goals markets. This season is still relatively young for Cardiff, so this record blends games from this season and last.

At home at Cardiff City Stadium, Cardiff have gone 4W 2D 4L this season (10 games, 1.40 PPG). At home they are averaging 1.30 goals scored and 1.20 conceded per game. Their home PPG of 1.40 is noticeably stronger than their overall 0.80 — Cardiff are significantly better at Cardiff City Stadium than their overall form suggests.

Looking at all fixtures this season, Swansea stand at 4W 3D 3L from 10 Championship matches — 1.50 PPG. Last five: L W W L D. They are scoring at 1.60 per game and conceding 1.60. 1 clean sheet from 10 outings suggests some defensive organisation. Both teams have scored in 80% of their matches this season — one of the stronger BTTS rates in the division, making Yes a well-evidenced play. This season is still relatively young for Swansea, so this record blends games from this season and last.

Swansea's away record: 3W 2D 5L from 10 road trips in Championship this season (1.10 PPG). Away from home they average 0.80 goals scored and 1.30 conceded per game.

Form points away from home here. Swansea's 1.50 PPG return is 0.70 points per game ahead of Cardiff's 0.80 — the visitors are the form-based selection, and Double Chance is an alternative worth pricing if the outright looks tight.

H2H

Despite the anticipated home advantage, Swansea have the better historical record — 5 wins from 7 previous contests against 1 for Cardiff.

Goals have been a feature of this fixture. The last 7 meetings have averaged 2.9 per game — a rate that gives the Over 2.5 market a solid historical foundation. The most recent clash, on 25 Aug 2024, ended 1–1 with a draw.

The H2H provides genuine backing for the away side. Swansea have won 5 of 7 previous encounters, and at 2.9 goals per game, the goals market also points upward. The away win and Over 2.5 combination has a historical case worth noting.

In-Play Data

Cardiff trading profile (72 games, 36 at home): they score before half-time in 67% of fixtures in home games; when goalless at HT, a second-half goal follows 86% of the time; two or more arrive in the second half on 54% of those occasions; BTTS occurs in 42% of their matches (home games); Over 2.5 goals lands in 39% of games (home games); they fail to score in 33% of games.

Swansea trading profile (72 games, 36 at away): they score before half-time in 83% of fixtures in away games; when goalless at HT, a second-half goal follows 81% of the time; BTTS occurs in 58% of their matches (away games); Over 2.5 goals lands in 56% of games (away games).

BTTS rates are mixed from the trading data — Cardiff 49% versus Swansea 56%; no strong lean in either direction. The over/under 2.5 picture is inconclusive from the in-play data (Cardiff 46% | Swansea 53%).

Poisson Model

The Poisson distribution model projects Cardiff 1.09 xG and Swansea 1.12 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 0.759 / defence 1.245 | Swansea attack 0.890 / defence 1.036. League average goals — home 1.390 / away 1.007. Cardiff's attack strength of 0.759 is below the league average — the 1.09 xG projection reflects a team that scores at a discount to the division norm. Data: 72 Cardiff games / 72 Swansea games used (CurrentSeason).

Result probabilities: Cardiff 33% | Draw 32% | Swansea 34%. Fair-value odds: Cardiff 3.03 | Draw 3.12 | Swansea 2.94. This is a low-confidence result — no outcome exceeds 45%. The draw at 32% is a primary outcome, not an afterthought.

Goals markets: Over 2.5 probability 38% | BTTS probability 46% | Total xG 2.21. Under 2.5 has a narrow probability edge at 62% — total xG of 2.21 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.

Summary & Verdict

The Poisson model's primary lean is Swansea at 34% — marginal model lean. Current-season form corroborates the Poisson lean — partial multi-source support. With a 32% draw probability, Draw No Bet on Swansea offers a more defensible entry point than the straight win. 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 2.21 xG in total — Under 2.5 at 38% — Poisson-only — limited corroboration confidence — though H2H averaging only 2.9 goals per meeting points in the other direction.

On the BTTS market, Poisson puts 46% on No. Form rates corroborate: Cardiff 40% | Swansea 50% BTTS from recent games.

The outsider holds a 33% win probability per the model — this is not a banker and should not be treated as one. Proportionate stakes are appropriate given the genuine contest the data projects.

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