Bradford 1-2 Cardiff – Result & Analysis
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Poisson model rates Bradford at 42%, yet other data sources diverge — this Bradford vs Cardiff fixture contains genuine analytical tension.
✍️ Match Preview
Analysis
Cardiff make the trip to Valley Parade to face Bradford in League One, Regular Season - 27. The match kicks off on Saturday 17 January 2026 at 12:30 UTC.
Current Form
Bradford's overall League One record this term: 6W 1D 3L from 10 games (1.90 PPG). Last five: L W W L W. They are averaging 1.10 goals per game and conceding 0.90 — a modest attacking output that tempers optimism on the Over 2.5 market. 5 clean sheets from 10 games (50%) is a standout defensive return — they are keeping their net clean in more than half their matches. This season is still relatively young for Bradford, so this record blends games from this season and last.
In front of their own supporters this season, Bradford have posted 7W 2D 1L at Valley Parade — 2.30 PPG. At home they are averaging 1.60 goals scored and 0.80 conceded per game. 5 clean sheets from 10 home games (50%) — they are an exceptionally hard side to score against at Valley Parade.
Cardiff (all games): 7W 2D 1L across 10 League One outings this term — 2.30 points per game. Last five: W W D W D. They are scoring at 1.80 per game and conceding 1.00. 4 clean sheets in 10 outings (40%) underlines their defensive solidity. Both teams have scored in 60% of their games — a noteworthy BTTS rate that supports the Yes market. This season is still relatively young for Cardiff, so this record blends games from this season and last.
When travelling in League One this season, Cardiff have posted 4W 3D 3L from 10 away outings — 1.50 PPG. Away from home they average 1.20 goals scored and 1.00 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 1.50 is notably below their overall 2.30 — form away from home has been a clear weakness this season.
Neither side holds a meaningful form edge. The 1.90 vs 2.30 PPG split is negligible — model and market signals should carry more analytical weight for this one.
Head-to-Head
Neither side has dominated this fixture. The last 1 head-to-head meetings have produced 1 wins for Bradford, 0 for Cardiff and 0 draws — an even split that leaves the H2H largely neutral as a betting input.
Attacking output has been a hallmark of this fixture. At 4.0 goals per game across 1 meetings, the Over 2.5 has a statistically grounded case from the head-to-head record alone. The most recent clash, on 20 Sep 2025, ended 3–1 with Bradford 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 & In-Play
Bradford — key trading statistics (70 games, 35 at home): they score before half-time in 69% of fixtures in home games; when goalless at HT, a second-half goal follows 67% of the time; BTTS occurs in 51% of their matches (home games); Over 2.5 goals lands in 51% of games (home games).
Cardiff — key trading statistics (70 games, 35 at away): they score before half-time in 71% of fixtures in away games; when goalless at HT, a second-half goal follows 85% of the time; two or more arrive in the second half on 50% of those occasions; BTTS occurs in 63% of their matches (away games); Over 2.5 goals lands in 46% of games (away games).
BTTS rates are mixed from the trading data — Bradford 56% versus Cardiff 56%; no strong lean in either direction. The over/under 2.5 picture is inconclusive from the in-play data (Bradford 50% | Cardiff 47%).
Poisson Model
The Poisson distribution model projects Bradford 1.19 xG and Cardiff 0.94 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: Bradford attack 0.983 / defence 0.884 | Cardiff attack 0.970 / defence 0.889. League average goals — home 1.365 / away 1.095. Data: 24 Bradford games / 25 Cardiff games used (CurrentSeason).
Result probabilities: Bradford 42% | Draw 29% | Cardiff 29%. Fair-value odds: Bradford 2.38 | Draw 3.45 | Cardiff 3.45. This is a low-confidence result — no outcome exceeds 45%. The draw at 29% is a primary outcome, not an afterthought.
Goals markets: Over 2.5 probability 36% | BTTS probability 42% | Total xG 2.13. Under 2.5 has a narrow probability edge at 64% — total xG of 2.13 is below the line but not decisively so. BTTS probability of 42% is moderate — neither team is projected to score with enough certainty to make Yes a clear standalone call.
Verdict
The Poisson model's primary lean is Bradford at 42% — marginal model lean. Draw probability of 29% warrants consideration of Double Chance or Draw No Bet on Bradford if the outright odds are short. The opposing side holds a 29% win probability per the model — this is not a banker and should be staked accordingly.
Poisson projects 2.13 total expected goals, pointing to Under 2.5 at 36% probability — Poisson-only — limited corroboration conviction.
On the BTTS market, Poisson puts 42% on No. Form rates are neutral: Bradford 50% | Cardiff 60%.
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💡 Key Insights
🏟️ Match Context
• Fixture: Bradford vs Cardiff | Competition: League One, Regular Season - 27 | Venue: Valley Parade • Kick-off: Saturday 17 Jan 2026, 12:30 UTC • Data inputs: H2H history, form splits, prediction model signals, and market pricing
📊 Statistical Prediction
• Poisson result probabilities: Bradford 42% | Draw 29% | Cardiff 29% • Poisson goal markets: Over 2.5 36% | BTTS 42% | xG Bradford 1.19 / Cardiff 0.94 • Poisson strength factors: Bradford attack 0.983 / def 0.884 | Cardiff attack 0.970 / def 0.889 | league avg home 1.365 / away 1.095 • Poisson stance: Bradford (42%) — low confidence — close contest
🧮 Prediction Model
1.19
Bradford xG
Expected Goals
0.94
Cardiff xG
42%
BTTS
63%
Over 1.5
36%
Over 2.5
17%
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 Bradford vs Cardiff kick off?
Bradford vs Cardiff kicked off at 12:30 on Saturday 17 January 2026 at Valley Parade.
What was the final score in Bradford vs Cardiff?
Bradford 1 - 2 Cardiff.
Where is Bradford vs Cardiff being played?
The match is being played at Valley Parade.
What competition is Bradford vs Cardiff part of?
Bradford vs Cardiff is a Regular Season - 27 fixture in the League One (England).
Who is favourite to win Bradford vs Cardiff?
Our statistical model gives Bradford a 42% chance of winning, Cardiff a 29% chance, and a 29% chance of a draw — making Bradford the favourite.
Will both teams score in Bradford vs Cardiff?
Our model estimates a 42% probability that both Bradford and Cardiff will score (BTTS).
Will Bradford vs Cardiff have over 2.5 goals?
Our model puts the probability of over 2.5 goals in this match at 36%.
What is the head-to-head record between Bradford and Cardiff?
Record (1 meetings): Bradford 1W | Draws 0 | Cardiff 0W.
What form are Bradford and Cardiff in?
Bradford (all comps): 6W-1D-3L in 10 | 1.90 PPG | GF 1.10 / GA 0.90 | L5 L-W-W-L-W. Cardiff (all comps): 7W-2D-1L in 10 | 2.30 PPG | GF 1.80 / GA 1.00 | L5 W-W-D-W-D.
🧮 Model Insight
Behind the Numbers
Bradford's attacking strength (0.98x league average) is weighed against Cardiff's defensive record (0.89x) to produce a home expected-goals figure of 1.19. Flip it around — Cardiff's attack (0.97x) against Bradford's defence (0.88x) — and the away total comes out at 0.94.
These ratings are built from 24/25 games of current-season data — a full enough sample to trust.
Most Likely Scorelines
The model's single most probable exact score is 1-1, at 15.0%. Close behind: 0-0 (13.6%), 1-0 (12.4%). Those top three scorelines alone account for 41% of the model's total probability mass — a relatively concentrated, predictable distribution for this fixture.
Most Likely Outcome
Bradford Win
42%
2.39
29%
3.41
29%
3.47
Top 3 Most Likely Scorelines
1 – 0
14.1%
Home win
Most likely
1 – 1
13.3%
Draw
0 – 0
11.9%
Draw
Expected Goals & Win Odds
1.19
Bradford xG
Total xG
2.13
0.94
Cardiff xG
2.39
42%
Home win
3.41
29%
Draw
3.47
29%
Away win
Goals Markets
63%
Over 1.5
1.59
37%
Under 1.5
2.70
36%
Over 2.5
2.78
64%
Under 2.5
1.56
17%
Over 3.5
5.88
83%
Under 3.5
1.20
7%
Over 4.5
14.29
93%
Under 4.5
1.08
Match Markets
Both Teams to Score
42%
BTTS Yes
2.36
58%
BTTS No
1.74
Clean Sheet
39%
2.56
30%
3.30
Win to Nil
16%
6.12
9%
11.43
Score Probability Matrix (%)
| H \ A | 0 | 1 | 2 | 3 | 4 | 5 |
|---|---|---|---|---|---|---|
| 0 | 11.9 | 11.1 | 5.2 | 1.6 | 0.4 | 0.1 |
| 1 | 14.1 | 13.3 | 6.2 | 2.0 | 0.5 | 0.1 |
| 2 | 8.4 | 7.9 | 3.7 | 1.2 | 0.3 | 0.1 |
| 3 | 3.4 | 3.2 | 1.5 | 0.5 | 0.1 | – |
| 4 | 1.0 | 0.9 | 0.4 | 0.1 | – | – |
| 5 | 0.2 | 0.2 | 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 Bradford vs Cardiff?
Our Poisson model rates 1-1 as the single most likely exact scoreline, at 15.0%.
How many goals are Bradford and Cardiff expected to score?
The model projects 1.19 expected goals for Bradford and 0.94 for Cardiff, a combined total of 2.13.
How confident is the prediction model for Bradford vs Cardiff?
Not very — the model's leading outcome sits at just 42%, meaning this is rated as a genuinely open contest with no dominant favourite.
📈 Form Insight
The Form Picture
Bradford come into this having played 70 games, going 35W 19D 16L for 1.77 points per game. Their last five reads L-W-W-L-W. The sample for Bradford is still a mix of this season and last, given how young the current campaign is.
On the other side, Cardiff sit at 1.37 PPG from 70 outings (25W 21D 24L), a run that reads W-W-D-W-D across their last five. The sample for Cardiff is still a mix of this season and last, given how young the current campaign is.
There isn't much between them on recent form — 1.77 PPG for Bradford against 1.37 for Cardiff. Neither side arrives with a clear form advantage.
Home & Away Splits
Bradford's home form reads 26W 6D 3L across 35 games on their own ground, a 2.40 PPG return. That's noticeably better than their 1.77 PPG overall — Bradford are a different proposition at home than their general record suggests.
Away from home, Cardiff have taken 1.03 points per game from 35 outings (7W 15D 13L).
Comparing the two in their relevant venue splits, Bradford come out ahead — a more targeted read than the overall PPG figures above, since it strips out games played in the opposite context.
Scoring & Defensive Trends
Bradford are averaging 1.40 goals scored and 1.00 conceded per game recently; Cardiff are on 1.30 scored and 1.37 conceded.
Last 70 Results — League One
Current season: same league only · Previous season: all leagues (covers promoted/relegated teams)
Bradford
Blended
Cardiff
Blended
❓ Frequently Asked Questions
What form are Bradford and Cardiff in coming into this match?
Bradford have gone 35W 19D 16L in their last 70 games (1.77 PPG), while Cardiff have gone 25W 21D 24L in their last 70 (1.37 PPG).
Which team has the better venue record — Bradford at home or Cardiff away?
Bradford's home record (2.40 PPG) is the stronger of the two venue-specific splits — Bradford at home: 2.40 PPG; Cardiff away: 1.03 PPG.
Have Bradford or Cardiff been keeping clean sheets recently?
Bradford have kept a clean sheet in 34% of their recent games, Cardiff in 26%.
⚔️ Rivalry Insight
History of the Fixture
On record, these two have faced off 2 times since September 2025 — enough meetings to establish some real patterns. Every recorded meeting has come in League One. They last met on 17 January 2026, roughly 7 months ago.
Last 2 Meetings
1
Bradford
0
Draws
1
Cardiff
Recent Meetings
❓ Frequently Asked Questions
What is the head-to-head record between Bradford and Cardiff?
From 2 meetings on record, Bradford have won 1, Cardiff have won 1, and 0 have been drawn.
When did Bradford and Cardiff last play each other?
They last met on 17 January 2026, when Bradford 1-2 Cardiff.
📈 Trading Insight
How These Sides Start
Bradford are typically involved in an early goal — the half-time board shows at least one in 69% of their matches. They've gone in front at half-time 60% of the time.
Cardiff are typically involved in an early goal — the half-time board shows at least one in 71% 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.
Goals & Clean Sheets
BTTS sits in mixed territory for this pairing — Bradford 51%, Cardiff 63% — no strong lean either way from the trading data alone.
Over 2.5 has been close to a coin-flip for both sides — 51% (Bradford) and 46% (Cardiff).
On the defensive side: Bradford keep a clean sheet in 46% of their matches; Cardiff in 26%.
Current season: same league only. Previous season: all leagues (covers promoted/relegated teams). All = any venue | Venue = Bradford home games / Cardiff away games. HT metrics require half-time score data — shown as — where unavailable.
❓ Frequently Asked Questions
Do both teams usually score when Bradford play Cardiff?
Yes — based on recent matches, both teams have scored in 51% of Bradford's games and 63% of Cardiff's, a combined rate that favours BTTS Yes.
Is Bradford vs Cardiff usually a high-scoring fixture?
Not particularly — Over 2.5 goals has come in for only 51% of Bradford's recent games and 46% of Cardiff's, pointing to a tighter contest.
Do Bradford and Cardiff tend to score early?
Bradford have had a goal before half-time in 69% of their recent matches, Cardiff in 71% — a useful reference point for first-half goal markets.
Shock result as Cardiff defy the odds to beat Bradford 1-2.
📝 Match Report
How It Unfolded
Cardiff beat Bradford 1-2 at Valley Parade, Regular Season - 27, 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 Bradford 1.19 xG and Cardiff 0.94 xG, a combined 2.13. The scoreboard read 1-2 for 3 actual goals. Cardiff outscored their 0.94 projection by 1.1. Those figures were built on strength ratings of Bradford attack 0.98 / defence 0.88 against Cardiff attack 0.97 / defence 0.89, drawn from 24/25 games (CurrentSeason).
On the result, the model split it Bradford 42% | Draw 29% | Cardiff 29%, with Bradford to win its most likely call at 42%. The actual Cardiff win had been the model's second-ranked read at 29%, so the result diverged from the top call without being a shock.
Goals & Markets
The model rated Over 2.5 goals at 36%. The game delivered 3, so it went over — a miss for the goals model. Over 1.5 had been 63% and landed. On both teams to score, the model sat at 42% and the match saw both sides score — a miss on BTTS. Historically the two sides average 49% Over 2.5 across their same-competition games (Bradford 50%, Cardiff 47%), a base rate that pointed the other way from today's over. Their combined BTTS history runs at 56%, which matched the both-scored outcome.
Trading Patterns vs Reality
Bradford's trading profile (70 games, 35 home) set some clear expectations: BTTS lands in 56% of their matches — today it did; they keep a clean sheet 34% of the time, and conceded here.
Cardiff's trading profile (70 games, 35 away) set some clear expectations: BTTS lands in 56% of their matches — today it did.
Form vs Result
The form lines were close — Bradford 1.77 PPG, Cardiff 1.37 PPG — offering no strong steer, and the Cardiff win broke the near-deadlock. Bradford (home/away splits) shipped 2 against a 0.66 concession average — a leakier day than usual. Cardiff (home/away splits) scored 2 against a 1.06 average — above their attacking norm.
Verdict
Grading the result against the stored data, 0 of 3 pre-match signals came in: result (miss), Over 2.5 (miss), BTTS (miss). A poor return for the projections: the match defied the majority of what the numbers expected.
💡 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.