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Poisson model rates Cardiff at 63%, yet other data sources diverge — this Cardiff vs Bradford fixture contains genuine analytical tension.

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Full Analysis

Cardiff City Stadium plays host to Cardiff versus Bradford in League One, Regular Season - 9. Kick-off: Saturday 20 September 2025 at 15:00 UTC.

Form

Cardiff (all games): 5W 4D 1L across 10 League One fixtures this term — 1.90 PPG. Last five: W W W W D. Offensively they are averaging 1.50 goals per game, with 0.70 conceded. Defensively, conceding just 0.70 per game is an exceptional defensive record — one of the tightest in the division. 6 clean sheets from 10 games (60%) is a standout defensive return — they are keeping their net clean in more than half their matches. Cardiff have played only a handful of League One games so far this season, so this record also draws on matches from last season.

In front of their own supporters this season, Cardiff have posted 4W 3D 3L at Cardiff City Stadium — 1.50 PPG. At home they are averaging 1.40 goals scored and 0.80 conceded per game. 4 home clean sheets from 10 games (40%) — a solid defensive base on their own ground.

Bradford have collected 2.00 PPG across 10 League One outings this season: 6W 2D 2L. Last five: W D W L W. They are scoring at 1.60 per game and conceding 1.20. 2 clean sheets 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 Bradford, so this record blends games from this season and last.

When travelling in League One this season, Bradford have posted 1W 4D 5L from 10 away outings — 0.70 PPG. Away from home they average 1.20 goals scored and 1.80 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 0.70 is notably below their overall 2.00 — form away from home has been a clear weakness this season.

Both sides are running at similar form levels — 1.90 PPG for Cardiff against 2.00 for Bradford. There is no clear form edge to exploit here; other signals need to take the lead.

Trading Data

Cardiff goal-timing and half-time pattern breakdown (53 games, 26 at home): they score before half-time in 50% of fixtures in home games; when goalless at HT, a second-half goal follows 80% of the time; two or more arrive in the second half on 55% of those occasions; BTTS occurs in 42% of their matches (home games); Over 2.5 goals lands in 38% of games (home games); they fail to score in 30% of games.

Bradford goal-timing and half-time pattern breakdown (53 games, 26 at away): they score before half-time in 69% of fixtures in away games; when goalless at HT, a second-half goal follows 67% of the time; BTTS occurs in 58% of their matches (away games); Over 2.5 goals lands in 42% of games (away games).

BTTS rates are mixed from the trading data — Cardiff 53% versus Bradford 57%; no strong lean in either direction. The over/under 2.5 picture is inconclusive from the in-play data (Cardiff 43% | Bradford 49%).

Poisson Model

The Poisson distribution model projects Cardiff 1.94 xG and Bradford 0.86 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 1.224 / defence 0.902 | Bradford attack 0.905 / defence 1.092. League average goals — home 1.448 / away 1.049. Data: 7 Cardiff games / 8 Bradford games used (CurrentSeason).

Result probabilities: Cardiff 63% | Draw 21% | Bradford 16%. Fair-value odds: Cardiff 1.59 | Draw 4.76 | Bradford 6.25. The model has a clear lean to Cardiff (63%) — a 47pp gap over the next-most-likely outcome reflects a meaningful statistical advantage.

Goals markets: Over 2.5 probability 53% | BTTS probability 49% | Total xG 2.79. Over/Under 2.5 is close to a coin-flip at 53%/47% — the total xG of 2.79 sits near the 2.5 margin; this is a low-edge market from a Poisson standpoint. BTTS probability of 49% is moderate — neither team is projected to score with enough certainty to make Yes a clear standalone call.

Picks & Verdict

On the Poisson output, Cardiff are the pick at 63% — clear model lean. Draw No Bet is worth pricing alongside the outright: 21% draw probability makes the stalemate a live outcome even at this conviction level.

On the goals line, Poisson's 2.79 combined xG gives a 53% probability to Over 2.5 — Poisson-only — limited corroboration.

The Poisson model's BTTS call is No at 49%. Form rates are neutral: Cardiff 50% | Bradford 60%.

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