Birmingham 0-1 Cardiff – Result & Analysis
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Poisson model rates Birmingham at 42%, yet in-form Cardiff provide a compelling counter-argument — this Birmingham vs Cardiff fixture contains genuine analytical tension.
✍️ Match Preview
Analysis & Preview
Cardiff travel to St. Andrew's @ Knighthead Park to take on Birmingham in Championship (matchday 42). The game is scheduled for Wednesday 10 April 2024 at 20:45 UK time.
Form Guide
Birmingham — last 10 games: 2W 1D 7L, averaging 0.70 points per game. Last five: L L L W L. They are averaging 1.00 goals per game and conceding 1.60 — a modest attacking output that tempers optimism on the Over 2.5 market. 1 clean sheet from 10 outings (10%). Both teams have scored in 60% of their games — a high BTTS rate that carries real weight in the goals markets.
Birmingham's form when playing at home: 3W 2D 5L across their last 10 home games (1.10 PPG). At home they are averaging 1.20 goals scored and 1.50 conceded per game.
Across their last 10 games, Cardiff have recorded 5W 1D 4L — 1.60 PPG. Last five: W L L W L. Their scoring rate of 1.00 per game is modest, conceding 1.40 — not a side to back heavily on the Over 2.5 from their form alone. 3 clean sheets from 10 outings (30%).
On the road, Cardiff have gone 5W 0D 5L in their last 10 away fixtures (1.50 PPG). Away from home they average 1.00 goals scored and 1.70 conceded per game.
The form data does not support a straightforward home bias here. Cardiff are 0.90 PPG ahead (1.60 vs 0.70), making them the form-guided selection despite the trip.
H2H
The H2H picture is flat: the 5 H2H matches we hold have produced 1 wins for Birmingham, 2 for Cardiff and 2 draws. Form and model data should carry more weight here.
The 5 H2H matches in our data averaged 2.0 goals per game — a neutral rate that gives no strong lean on the goals market from the H2H alone. The most recent of those, on 13 Dec 2023, ended Birmingham 1–0 Cardiff — a Birmingham win.
The head-to-head data offers no strong steer in either the result or goals markets. Form, the model and current market pricing should carry more weight for this fixture.
Trading Patterns
Birmingham in-play and half-time data (last 87 games, 43 of them at home): at least one goal arrives before half-time in 56% of their matches in home games; when goalless at HT, a second-half goal follows 73% of the time; of the 23 games they led at half-time, they failed to win 26%; BTTS occurs in 49% of their matches (home games); Over 2.5 goals lands in 44% of games (home games); they fail to score in 34% of games.
Cardiff in-play and half-time data (last 87 games, 43 of them away): at least one goal arrives before half-time in 65% of their matches in away games; when goalless at HT, a second-half goal follows 83% of the time; of the 16 games they led at half-time, they failed to win 31%; BTTS occurs in 40% of their matches (away games); Over 2.5 goals lands in 49% of games (away games); they fail to score in 38% of games.
BTTS rates are mixed from the trading data — Birmingham 49% versus Cardiff 42%; no strong lean in either direction. The over/under 2.5 picture is inconclusive from the in-play data (Birmingham 45% | Cardiff 41%).
Poisson Model
The Poisson distribution model projects Birmingham 1.33 xG and Cardiff 1.11 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: Birmingham attack 0.924 / defence 1.043 | Cardiff attack 0.895 / defence 1.081. League average goals — home 1.329 / away 1.192. Data: built from Birmingham's last 87 games and Cardiff's last 87.
Result probabilities: Birmingham 42% | Draw 27% | Cardiff 31%. Fair-value odds: Birmingham 2.41 | Draw 3.68 | Cardiff 3.20. This is a low-confidence result — no outcome reaches 45%. The draw at 27% is a primary outcome, not an afterthought.
Goals markets: Over 2.5 probability 44% | BTTS Yes probability 49% | Total xG 2.44. Under 2.5 has a narrow probability edge at 56% — total xG of 2.44 is below the line but not decisively so. BTTS No at 51% is only a slight lean — the model gives both sides a fair chance of scoring, so No isn't a clear standalone call.
Analysis Verdict
On the Poisson output, Birmingham are the pick at 42% — marginal model lean. Note a divergence: in-form Cardiff (1.60 PPG) cuts against the Poisson lean — the model adjusts for opposition strength, which raw form results do not. With a 27% draw probability, Draw No Bet on Birmingham offers a more defensible entry point than the straight win. The opposing side holds a 31% win probability per the model — this is not a banker and should be staked accordingly.
On the goals line, Poisson's 2.44 combined xG gives a 56% probability to Under 2.5 — a Poisson-only call with no corroboration from form or H2H.
Poisson assigns a 51% probability to BTTS No based on the attack/defence strength model. Form rates are neutral — both teams scored in: Birmingham 50% (last 10 home games) | Cardiff 50% (last 10 away games).
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💡 Key Insights
🏟️ Match Context
• Fixture: Birmingham vs Cardiff | Competition: Championship, matchday 42 | Venue: St. Andrew's @ Knighthead Park • Kick-off: Wednesday 10 April 2024 at 20:45 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: Birmingham 42% | Draw 27% | Cardiff 31% • Poisson goal markets: Over 2.5 44% (Under 56%) | BTTS Yes 49% (No 51%) | xG Birmingham 1.33 / Cardiff 1.11 • Poisson strength factors: Birmingham attack 0.924 / def 1.043 | Cardiff attack 0.895 / def 1.081 | league avg home 1.329 / away 1.192 • Poisson stance: Birmingham (42%) — low confidence — close contest
🧮 Prediction Model
1.33
Birmingham xG
Expected Goals
1.11
Cardiff xG
49%
BTTS
70%
Over 1.5
44%
Over 2.5
23%
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.
❓ Birmingham vs Cardiff FAQs
What time does Birmingham vs Cardiff kick off?
Birmingham vs Cardiff kicked off at 20:45 UK time on Wednesday 10 April 2024 at St. Andrew's @ Knighthead Park.
What was the final score in Birmingham vs Cardiff?
Birmingham 0 - 1 Cardiff.
Where is Birmingham vs Cardiff being played?
The match is being played at St. Andrew's @ Knighthead Park.
What competition is Birmingham vs Cardiff part of?
Birmingham vs Cardiff is a Championship fixture (matchday 42) (England).
Who is favourite to win Birmingham vs Cardiff?
Our statistical model gives Birmingham a 42% chance of winning, Cardiff a 31% chance, and a 27% chance of a draw — making Birmingham the favourite.
Will both teams score in Birmingham vs Cardiff?
Our model estimates a 49% probability that both Birmingham and Cardiff will score, so it leans towards BTTS No (51%).
Will Birmingham vs Cardiff have over 2.5 goals?
Our model puts the probability of over 2.5 goals in this match at 44%, so it leans towards under 2.5 goals (56%).
🧮 Model Insight
Model Mechanics
The model rates Birmingham's attack at 0.92x the league average against Cardiff's defence at 1.08x — combine the two and it projects 1.33 expected goals for the hosts. The same calculation in reverse, Cardiff's attack versus Birmingham's defence, projects 1.11 expected goals for the visitors.
These ratings are built from Birmingham's last 87 games and Cardiff's last 87 — a full enough recent sample to trust.
Scoreline Breakdown
Of every possible scoreline, 1-1 carries the highest individual probability at 14.5% — still a long way from a near-certainty, which says something about how open this one is on paper. Close behind: 0-0 (10.4%), 1-0 (9.9%). Those top three scorelines alone account for 35% of the model's total probability mass — a relatively concentrated, predictable distribution for this fixture.
Most Likely Outcome
Birmingham Win
42%
2.41
27%
3.68
31%
3.20
Top 3 Most Likely Scorelines
1 – 1
12.9%
Draw
Most likely
1 – 0
11.6%
Home win
0 – 1
9.7%
Away win
Expected Goals & Win Odds
1.33
Birmingham xG
Total xG
2.44
1.11
Cardiff xG
2.41
42%
Home win
3.68
27%
Draw
3.20
31%
Away win
Goals Markets
70%
Over 1.5
1.43
30%
Under 1.5
3.33
44%
Over 2.5
2.27
56%
Under 2.5
1.79
23%
Over 3.5
4.35
77%
Under 3.5
1.30
10%
Over 4.5
10.00
90%
Under 4.5
1.11
Match Markets
Both Teams to Score
49%
BTTS Yes
2.03
51%
BTTS No
1.97
Clean Sheet
33%
3.04
27%
3.77
Win to Nil
14%
7.31
8%
12.09
Score Probability Matrix (%)
| H \ A | 0 | 1 | 2 | 3 | 4 | 5 |
|---|---|---|---|---|---|---|
| 0 | 8.7 | 9.7 | 5.4 | 2.0 | 0.6 | 0.1 |
| 1 | 11.6 | 12.9 | 7.2 | 2.7 | 0.7 | 0.2 |
| 2 | 7.7 | 8.5 | 4.8 | 1.8 | 0.5 | 0.1 |
| 3 | 3.4 | 3.8 | 2.1 | 0.8 | 0.2 | – |
| 4 | 1.1 | 1.3 | 0.7 | 0.3 | 0.1 | – |
| 5 | 0.3 | 0.3 | 0.2 | 0.1 | – | – |
Green = home win · Grey = draw · Amber = away win · Outlined cell = most likely score
▶ Model Internals
❓ Birmingham vs Cardiff Prediction FAQs
What is the most likely scoreline for Birmingham vs Cardiff?
Our Poisson model rates 1-1 as the single most likely exact scoreline, at 14.5%.
How many goals are Birmingham and Cardiff expected to score?
The model projects 1.33 expected goals for Birmingham and 1.11 for Cardiff, a combined total of 2.44.
How confident is the prediction model for Birmingham 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
Where Both Sides Stand
Birmingham's recent record stands at 25W 20D 42L from 87 games, a 1.09 PPG return, with L-L-L-W-L in the last five.
Cardiff, meanwhile, have gone 30W 15D 42L across 87 games — 1.21 PPG, with W-L-L-W-L in their last five.
Form-wise this is close to level: Birmingham on 1.09 PPG, Cardiff on 1.21. Other factors will likely decide this one more than recent results.
Home Ground vs the Road
At home specifically, Birmingham have managed 15W 12D 16L from their last 43 home games — 1.33 PPG in front of their own supporters.
Cardiff's away record stands at 15W 5D 23L across their last 43 away games, a 1.16 PPG haul.
The Goals Picture
Birmingham are averaging 1.06 goals scored and 1.39 conceded per game recently; Cardiff are on 1.00 scored and 1.32 conceded.
Last 87 Results
Current season: same league only · Previous season: all leagues (covers promoted/relegated teams)
Birmingham
Current Season
Cardiff
Current Season
Birmingham (Home) vs Cardiff (Away)
Home games only for the home side · Away games only for the away side
Birmingham
Current Season
Cardiff
Current Season
❓ Birmingham vs Cardiff Form FAQs
What form are Birmingham and Cardiff in coming into this match?
Birmingham have gone 25W 20D 42L in their last 87 games (1.09 PPG), while Cardiff have gone 30W 15D 42L in their last 87 (1.21 PPG).
Which team has the better venue record — Birmingham at home or Cardiff away?
Birmingham's home record (1.33 PPG) is the stronger of the two venue-specific splits — Birmingham at home: 1.33 PPG; Cardiff away: 1.16 PPG.
⚔️ Rivalry Insight
A Look Back
The head-to-head numbers here are drawn from the 7 H2H matches in our data, going back to December 2021. All of them came in Championship. The most recent was as recently as 24 October 2026, so it is a fresh reference point.
Digging Into the Numbers
Cardiff have won each of the latest 2 H2H matches we hold, a run that gives them the edge coming in.
Birmingham's record when hosting Cardiff specifically: 0W 1D 2L from 3 games — a narrower, venue-specific slice of the head-to-head picture.
Last 7 Meetings
1
Birmingham
2
Draws
4
Cardiff
Recent Meetings
❓ Birmingham vs Cardiff H2H FAQs
What is the head-to-head record between Birmingham and Cardiff?
Across the 7 head-to-head matches in our data, Birmingham have won 1, Cardiff have won 4, and 2 have been drawn.
When did Birmingham and Cardiff last play each other?
The most recent meeting in our data was on 24 October 2026: Cardiff 1-0 Birmingham.
Who has won more matches between Birmingham and Cardiff?
Cardiff have the better head-to-head record, with 4 wins from the 7 head-to-head matches in our data.
📈 Trading Insight
Half-Time Trends
Birmingham see a goal before the break in 56% of their matches. They've gone in front at half-time 28% of the time, though they've let that lead slip 25% 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 30% of those situations.
Cardiff are typically involved in an early goal — the half-time board shows at least one in 65% of their matches. They've also shown some fight from behind, salvaging a draw or win after trailing at half-time in 15% of those situations.
The Numbers That Matter
BTTS sits in mixed territory for this pairing — Birmingham 49%, Cardiff 40% — no strong lean either way from the trading data alone.
Over 2.5 has been close to a coin-flip for both sides — 44% (Birmingham) and 49% (Cardiff).
On the defensive side: Birmingham keep a clean sheet in 33% of their matches; Birmingham have failed to score in 33% of games; Cardiff in 46%.
Current season: same league only. Previous season: all leagues (covers promoted/relegated teams). All = any venue | Venue = Birmingham home games / Cardiff away games. HT metrics require half-time score data — shown as — where unavailable.
❓ Birmingham vs Cardiff Trading FAQs
Do both teams usually score in Birmingham and Cardiff matches?
Not especially — both teams scoring has occurred in only 49% of Birmingham's recent matches and 40% of Cardiff's, a rate that leans toward BTTS No.
Are Birmingham and Cardiff matches usually high-scoring?
Not particularly — Over 2.5 goals has come in for only 44% of Birmingham's recent games and 49% of Cardiff's, pointing to a tighter contest.
Do Birmingham and Cardiff matches tend to have early goals?
There has been at least one first-half goal in 56% of Birmingham's recent matches and 65% of Cardiff's — a useful reference point for first-half goal markets.
Shock result as Cardiff defy the odds to beat Birmingham 0-1.
📝 Match Report
How It Unfolded
Cardiff beat Birmingham 0-1 at St. Andrew's @ Knighthead Park, Regular Season - 42, in the Championship. 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 Birmingham 1.33 xG and Cardiff 1.11 xG, a combined 2.44. The scoreboard read 0-1 for 1 actual goal. Birmingham fell 1.3 short of their projected output. Those figures were built on strength ratings of Birmingham attack 0.92 / defence 1.04 against Cardiff attack 0.90 / defence 1.08, drawn from 87/87 games (CurrentSeason).
On the result, the model split it Birmingham 42% | Draw 27% | Cardiff 31%, with Birmingham to win its most likely call at 42%. The actual Cardiff win had been the model's second-ranked read at 31%, so the result diverged from the top call without being a shock.
Goals & Markets
The model rated Over 2.5 goals at 44%. The game delivered 1, so it stayed under — the model's lean was correct. Over 1.5 had been 70% and missed. On both teams to score, the model sat at 49% and the match did not — another call in the model's favour. Historically the two sides average 43% Over 2.5 across their same-competition games (Birmingham 45%, Cardiff 41%), a base rate that agreed with today's under. Their combined BTTS history runs at 46%, which matched the one-sided outcome.
Trading Patterns vs Reality
Birmingham's trading profile (87 games, 43 home) set some clear expectations: BTTS lands in 49% of their matches — today it did not; they fail to score in 34% of games, a blank that repeated today.
Cardiff's trading profile (87 games, 43 away) set some clear expectations: BTTS lands in 42% of their matches — today it did not.
Form vs Result
The form lines were close — Birmingham 1.09 PPG, Cardiff 1.21 PPG — offering no strong steer, and the Cardiff win broke the near-deadlock. Birmingham (home/away splits) managed 0 against a 1.19 scoring average — below par going forward. Cardiff (home/away splits) conceded 0 against a 1.49 average — tighter than their form line.
Verdict
Grading the result against the stored data, 2 of 3 pre-match signals came in: result (miss), Over 2.5 (hit), BTTS (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.
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