Birmingham 0-2 Cardiff – Result & Analysis
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Poisson model rates Birmingham at 46%, yet other data sources diverge — this Birmingham vs Cardiff fixture contains genuine analytical tension.
✍️ Match Preview
Analysis & Preview
A Championship encounter, Regular Season - 32 sees Cardiff travel to St Andrew's Stadium to take on Birmingham. The game is scheduled for Tuesday 14 February 2023, 19:45 UTC.
Form Guide
Birmingham — All Games: 3W 1D 6L from 10 Championship outings this season, averaging 1.00 points per game. Last five: L L L W W. They are averaging 1.40 goals per game and conceding 2.00 — a modest attacking output that tempers optimism on the Over 2.5 market. However, 2.00 goals conceded per game is a concern — opposing attacks have exploited them regularly. 2 clean sheets from 10 outings provides some defensive foundation. 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 3D 4L across 10 games at St Andrew's Stadium this term (1.20 PPG). At home they are averaging 1.30 goals scored and 1.30 conceded per game. BTTS has landed in 60% of their home matches — a rate that supports the Yes angle in this fixture.
Across all Championship games this season, Cardiff have recorded 0W 5D 5L from 10 outings — 0.50 PPG. Last five: D L L L L. Their scoring rate of 0.50 per game is modest, conceding 1.10 — not a side to back heavily on the Over 2.5 from their form alone. 2 clean sheets from 10 outings suggests some defensive organisation.
On the road, Cardiff have gone 2W 2D 6L from 10 away fixtures this term (0.80 PPG). Away from home they average 0.60 goals scored and 1.20 conceded per game. Away from home, both teams have scored in only 20% of games — a low rate that backs BTTS No when they travel.
Birmingham are in the better shape of the two on current Championship data — 0.50 PPG ahead (1.00 vs 0.50). That form margin is the baseline of a sensible selection even before other signals are layered in.
H2H
The rivalry is an even one: 0 wins apiece for Birmingham, 1 for Cardiff and 2 shared spoils from 3 past contests. Neither side holds a meaningful historical edge.
The 3 previous meetings have averaged 2.3 goals per game — a neutral rate that provides no strong lean on the goals market from the H2H alone. The most recent clash, on 13 Aug 2022, ended 0–1 with Cardiff winning.
The head-to-head offers no strong directional steer in either the result or goals markets. Form, the predictive model and current market pricing should carry more weight than the historical record for this fixture.
Trading Patterns
Birmingham in-play and half-time data (76 games, 38 at home): they score before half-time in 60% of fixtures in home games; when goalless at HT, a second-half goal follows 60% of the time; BTTS occurs in 53% of their matches (home games); Over 2.5 goals lands in 58% of games (home games); they fail to score in 34% of games.
Cardiff in-play and half-time data (76 games, 38 at away): they score before half-time in 60% of fixtures in away games; when goalless at HT, a second-half goal follows 83% of the time; BTTS occurs in 47% of their matches (away games); Over 2.5 goals lands in 53% of games (away games); they fail to score in 42% of games.
BTTS rates are mixed from the trading data — Birmingham 49% versus Cardiff 43%; no strong lean in either direction. The over/under 2.5 picture is inconclusive from the in-play data (Birmingham 51% | Cardiff 43%).
Poisson Model
The Poisson distribution model projects Birmingham 1.23 xG and Cardiff 0.80 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 1.009 / defence 1.047 | Cardiff attack 0.685 / defence 0.980. League average goals — home 1.244 / away 1.121. Data: 76 Birmingham games / 77 Cardiff games used (CurrentSeason).
Result probabilities: Birmingham 46% | Draw 30% | Cardiff 24%. Fair-value odds: Birmingham 2.17 | Draw 3.33 | Cardiff 4.17. Birmingham hold a narrow Poisson edge at 46% — the draw (30%) is close enough to merit draw-inclusive market consideration.
Goals markets: Over 2.5 probability 33% | BTTS probability 39% | Total xG 2.03. Under 2.5 is the strongly backed market at 67% probability — total xG of 2.03 sits well below the 2.5 threshold. The model is projecting a tight, low-scoring match based on both sides' defensive quality. BTTS probability of 39% is moderate — neither team is projected to score with enough certainty to make Yes a clear standalone call.
Analysis Verdict
On the Poisson output, Birmingham are the pick at 46% — moderate model lean. Current-season form corroborates the Poisson lean — partial multi-source support. With a 30% draw probability, Draw No Bet on Birmingham offers a more defensible entry point than the straight win.
On the goals line, Poisson's 2.03 combined xG gives a 33% probability to Under 2.5 — reasonable, supported by form averaging 2.2 goals per game.
Poisson assigns a 39% probability to BTTS No based on the attack/defence strength model. Form rates corroborate: Birmingham 60% | Cardiff 20% BTTS from recent games.
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💡 Key Insights
🏟️ Match Context
• Fixture: Birmingham vs Cardiff | Competition: Championship, Regular Season - 32 | Venue: St Andrew's Stadium • Kick-off: Tuesday 14 Feb 2023, 19:45 UTC • Data inputs: H2H history, form splits, prediction model signals, and market pricing
📊 Statistical Prediction
• Poisson result probabilities: Birmingham 46% | Draw 30% | Cardiff 24% • Poisson goal markets: Over 2.5 33% | BTTS 39% | xG Birmingham 1.23 / Cardiff 0.80 • Poisson strength factors: Birmingham attack 1.009 / def 1.047 | Cardiff attack 0.685 / def 0.980 | league avg home 1.244 / away 1.121 • Poisson stance: Birmingham (46%) — moderate lean
🧮 Prediction Model
1.23
Birmingham xG
Expected Goals
0.80
Cardiff xG
39%
BTTS
60%
Over 1.5
33%
Over 2.5
15%
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 Birmingham vs Cardiff kick off?
Birmingham vs Cardiff kicked off at 19:45 on Tuesday 14 February 2023 at St Andrew's Stadium.
What was the final score in Birmingham vs Cardiff?
Birmingham 0 - 2 Cardiff.
Where is Birmingham vs Cardiff being played?
The match is being played at St Andrew's Stadium.
What competition is Birmingham vs Cardiff part of?
Birmingham vs Cardiff is a Regular Season - 32 fixture in the Championship (England).
Who is favourite to win Birmingham vs Cardiff?
Our statistical model gives Birmingham a 46% chance of winning, Cardiff a 24% chance, and a 30% chance of a draw — making Birmingham the favourite.
Will both teams score in Birmingham vs Cardiff?
Our model estimates a 39% probability that both Birmingham and Cardiff will score (BTTS).
Will Birmingham vs Cardiff have over 2.5 goals?
Our model puts the probability of over 2.5 goals in this match at 33%.
What is the head-to-head record between Birmingham and Cardiff?
Record (3 meetings): Birmingham 0W | Draws 2 | Cardiff 1W.
What form are Birmingham and Cardiff in?
Birmingham (all comps): 3W-1D-6L in 10 | 1.00 PPG | GF 1.40 / GA 2.00 | L5 L-L-L-W-W. Cardiff (all comps): 0W-5D-5L in 10 | 0.50 PPG | GF 0.50 / GA 1.10 | L5 D-L-L-L-L.
🧮 Model Insight
Model Mechanics
The model rates Birmingham's attack at 1.01x the league average against Cardiff's defence at 0.98x — combine the two and it projects 1.23 expected goals for the hosts. The same calculation in reverse, Cardiff's attack versus Birmingham's defence, projects 0.80 expected goals for the visitors.
These ratings are built from 76/77 games of current-season data — a full enough sample to trust.
Scoreline Breakdown
Of every possible scoreline, 0-0 carries the highest individual probability at 14.8% — still a long way from a near-certainty, which says something about how open this one is on paper. Close behind: 1-1 (14.6%), 1-0 (14.4%). Those top three scorelines alone account for 44% of the model's total probability mass — a relatively concentrated, predictable distribution for this fixture.
Most Likely Outcome
Birmingham Win
46%
2.17
30%
3.34
24%
4.16
Top 3 Most Likely Scorelines
1 – 0
16.1%
Home win
Most likely
0 – 0
13.1%
Draw
1 – 1
12.9%
Draw
Expected Goals & Win Odds
1.23
Birmingham xG
Total xG
2.03
0.80
Cardiff xG
2.17
46%
Home win
3.34
30%
Draw
4.16
24%
Away win
Goals Markets
60%
Over 1.5
1.67
40%
Under 1.5
2.50
33%
Over 2.5
3.03
67%
Under 2.5
1.49
15%
Over 3.5
6.67
85%
Under 3.5
1.18
6%
Over 4.5
16.67
94%
Under 4.5
1.06
Match Markets
Both Teams to Score
39%
BTTS Yes
2.55
61%
BTTS No
1.65
Clean Sheet
45%
2.23
29%
3.42
Win to Nil
21%
4.86
7%
14.24
Score Probability Matrix (%)
| H \ A | 0 | 1 | 2 | 3 | 4 | 5 |
|---|---|---|---|---|---|---|
| 0 | 13.1 | 10.5 | 4.2 | 1.1 | 0.2 | – |
| 1 | 16.1 | 12.9 | 5.2 | 1.4 | 0.3 | – |
| 2 | 9.9 | 8.0 | 3.2 | 0.9 | 0.2 | – |
| 3 | 4.1 | 3.3 | 1.3 | 0.4 | 0.1 | – |
| 4 | 1.2 | 1.0 | 0.4 | 0.1 | – | – |
| 5 | 0.3 | 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 Birmingham vs Cardiff?
Our Poisson model rates 0-0 as the single most likely exact scoreline, at 14.8%.
How many goals are Birmingham and Cardiff expected to score?
The model projects 1.23 expected goals for Birmingham and 0.80 for Cardiff, a combined total of 2.03.
How confident is the prediction model for Birmingham vs Cardiff?
Not very — the model's leading outcome sits at just 46%, 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 21W 22D 33L from 76 games, a 1.12 PPG return, with L-L-L-W-W in the last five.
Cardiff, meanwhile, have gone 22W 15D 39L across 76 games — 1.07 PPG, with D-L-L-L-L in their last five.
Form-wise this is close to level: Birmingham on 1.12 PPG, Cardiff on 1.07. Other factors will likely decide this one more than recent results.
Home Ground vs the Road
At home specifically, Birmingham have managed 12W 10D 16L from 38 games — 1.21 PPG in front of their own supporters.
Cardiff's away record stands at 11W 7D 20L across 38 trips, a 1.05 PPG haul.
The Goals Picture
Birmingham are averaging 1.13 goals scored and 1.49 conceded per game recently; Cardiff are on 0.93 scored and 1.36 conceded.
Last 76 Results — Championship
Current season: same league only · Previous season: all leagues (covers promoted/relegated teams)
Birmingham
Current Season
Cardiff
Current Season
❓ Frequently Asked Questions
What form are Birmingham and Cardiff in coming into this match?
Birmingham have gone 21W 22D 33L in their last 76 games (1.12 PPG), while Cardiff have gone 22W 15D 39L in their last 76 (1.07 PPG).
Which team has the better venue record — Birmingham at home or Cardiff away?
Birmingham's home record (1.21 PPG) is the stronger of the two venue-specific splits — Birmingham at home: 1.21 PPG; Cardiff away: 1.05 PPG.
Have Birmingham or Cardiff been keeping clean sheets recently?
Birmingham have kept a clean sheet in 30% of their recent games, Cardiff in 21%.
⚔️ Rivalry Insight
A Look Back
The fixture history between Birmingham and Cardiff runs to 6 recorded meetings, the earliest dating back to December 2021. Every recorded meeting has come in Championship. It has been a while since the last meeting — 10 April 2024, some 2 years back — so squads and form on both sides may look very different now.
Digging Into the Numbers
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 6 Meetings
1
Birmingham
2
Draws
3
Cardiff
Recent Meetings
❓ Frequently Asked Questions
What is the head-to-head record between Birmingham and Cardiff?
From 6 meetings on record, Birmingham have won 1, Cardiff have won 3, and 2 have been drawn.
When did Birmingham and Cardiff last play each other?
They last met on 10 April 2024, when Birmingham 0-1 Cardiff.
Who has won more matches between Birmingham and Cardiff?
Cardiff have the better head-to-head record, with 3 wins from 6 meetings.
📈 Trading Insight
Half-Time Trends
Birmingham are typically involved in an early goal — the half-time board shows at least one in 60% of their matches. They've gone in front at half-time 32% of the time.
Cardiff are typically involved in an early goal — the half-time board shows at least one in 60% of their matches. They've also shown some fight from behind, salvaging a draw or win after trailing at half-time in 18% of those situations.
The Numbers That Matter
BTTS sits in mixed territory for this pairing — Birmingham 53%, Cardiff 47% — no strong lean either way from the trading data alone.
Over 2.5 has been close to a coin-flip for both sides — 58% (Birmingham) and 53% (Cardiff). Stepping up a level, Over 3.5 has also landed reasonably often — 21% and 21% respectively — worth a look for goal-hungry markets.
On the defensive side: Birmingham keep a clean sheet in 32% of their matches; Birmingham have failed to score in 26% of games; Cardiff in 42%.
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.
❓ Frequently Asked Questions
Do both teams usually score when Birmingham play Cardiff?
Not especially — both teams scoring has occurred in only 53% of Birmingham's recent matches and 47% of Cardiff's, a rate that leans toward BTTS No.
Is Birmingham vs Cardiff usually a high-scoring fixture?
Recent trends suggest it could be — Over 2.5 goals has landed in 58% of Birmingham's matches and 53% of Cardiff's.
Do Birmingham and Cardiff tend to score early?
Birmingham have had a goal before half-time in 60% of their recent matches, Cardiff in 60% — a useful reference point for first-half goal markets.
Cardiff cruise to a comfortable 0-2 victory over Birmingham.
📝 Match Report
How It Unfolded
Cardiff beat Birmingham 0-2 at St Andrew's Stadium, Regular Season - 32, in the Championship. The remainder of the report sets that outcome against the pre-match model, the markets and the teams' data profiles.
The Model vs The Result
The Poisson model went into this projecting Birmingham 1.23 xG and Cardiff 0.80 xG, a combined 2.03. The scoreboard read 0-2 for 2 actual goals. Birmingham fell 1.2 short of their projected output. Cardiff outscored their 0.80 projection by 1.2. Those figures were built on strength ratings of Birmingham attack 1.01 / defence 1.05 against Cardiff attack 0.69 / defence 0.98, drawn from 76/77 games (CurrentSeason).
On the result, the model split it Birmingham 46% | Draw 30% | Cardiff 24%, with Birmingham to win its most likely call at 46%. Instead the game produced a Cardiff win, an outcome the model had rated at just 24% — a clear break from expectation and a genuine upset by the numbers.
Goals & Markets
The model rated Over 2.5 goals at 33%. The game delivered 2, so it stayed under — in line with the projection. Over 1.5 had been 60% and landed. On both teams to score, the model sat at 39% and the match did not — another call in the model's favour. Historically the two sides average 47% Over 2.5 across their same-competition games (Birmingham 51%, Cardiff 43%), 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 (76 games, 38 home) set some clear expectations: BTTS lands in 49% of their matches — today it did not; they keep a clean sheet 30% of the time, and conceded here; they fail to score in 34% of games, a blank that repeated today.
Cardiff's trading profile (76 games, 38 away) set some clear expectations: BTTS lands in 43% of their matches — today it did not.
Form vs Result
The form lines were close — Birmingham 1.12 PPG, Cardiff 1.07 PPG — offering no strong steer, and the Cardiff win broke the near-deadlock. Birmingham (home/away splits) managed 0 against a 1.24 scoring average — below par going forward. Cardiff (home/away splits) scored 2 against a 1.00 average — above their attacking norm and conceded 0 against a 1.55 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). Partial vindication: some calls landed, others slipped.
💡 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.