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Birmingham 2-2 Cardiff – Result & Analysis

🎯

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Championship · Regular Season - 22

Kick-off

Sat 11 Dec 2021

15:00

Venue

St Andrew's Stadium

Competition

Championship

England

Status

FT
💬 Comment 📡 Chat 📝 Notes
📋

Poisson model rates Birmingham at 38%, yet other data sources diverge — this Birmingham vs Cardiff fixture contains genuine analytical tension.

✍️ Match Preview

Analysis & Preview

A Championship encounter, Regular Season - 22 sees Cardiff travel to St Andrew's Stadium to take on Birmingham. The game is scheduled for Saturday 11 December 2021, 15:00 UTC.

Form Guide

Birmingham — All Games: 4W 2D 4L from 10 Championship outings this season, averaging 1.40 points per game. Last five: L L D W L. They are averaging 1.00 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. Both teams have scored in just 30% of their matches, indicating a tendency toward clean sheets or low-scoring outcomes. This season is still relatively young for Birmingham, so this record blends games from this season and last.

Birmingham's form when playing at home: 4W 2D 4L across 10 games at St Andrew's Stadium this term (1.40 PPG). At home they are averaging 1.00 goals scored and 1.20 conceded per game. 5 clean sheets from 10 home games (50%) — they are an exceptionally hard side to score against at St Andrew's Stadium. At home, both teams have scored in only 30% of games — reinforcing BTTS No as the home-venue-backed angle.

Across all Championship games this season, Cardiff have recorded 3W 1D 6L from 10 outings — 1.00 PPG. Last five: W W L W L. Their scoring rate of 1.10 per game is modest, conceding 1.80 — not a side to back heavily on the Over 2.5 from their form alone. This season is still relatively young for Cardiff, so this record blends games from this season and last.

On the road, Cardiff have gone 4W 2D 4L from 10 away fixtures this term (1.40 PPG). Away from home they average 1.40 goals scored and 1.90 conceded per game. BTTS has landed in 60% of their away games — meaningful support for the Yes angle in this specific context.

The form figures are too closely matched to derive a directional pick: Birmingham 1.40 PPG, Cardiff 1.00 PPG. Look to other data sets to build the analysis.

Trading Patterns

Birmingham in-play and half-time data (21 games, 10 at home): they score before half-time in 50% of fixtures in home games; when goalless at HT, a second-half goal follows 56% of the time; BTTS occurs in 30% of their matches (home games); Over 2.5 goals lands in 50% of games (home games); they keep a clean sheet 48% of the time; they fail to score in 48% of games.

Cardiff in-play and half-time data (21 games, 10 at away): they score before half-time in 70% of fixtures in away games; when goalless at HT, a second-half goal follows 100% of the time; two or more arrive in the second half on 83% of those occasions; BTTS occurs in 60% of their matches (away games); Over 2.5 goals lands in 70% of games (away games); they fail to score in 43% of games.

BTTS rates are mixed from the trading data — Birmingham 24% versus Cardiff 52%; no strong lean in either direction. The over/under 2.5 picture is inconclusive from the in-play data (Birmingham 38% | Cardiff 57%).

Poisson Model

The Poisson distribution model projects Birmingham 1.38 xG and Cardiff 1.29 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 0.920 / defence 1.132 | Cardiff attack 1.042 / defence 1.485. League average goals — home 1.010 / away 1.090. Cardiff bring a strong defensive rating of 1.485 — this is suppressing Birmingham's projected output below what their attack strength alone would suggest. Data: 21 Birmingham games / 21 Cardiff games used (CurrentSeason).

Result probabilities: Birmingham 38% | Draw 29% | Cardiff 33%. Fair-value odds: Birmingham 2.63 | Draw 3.45 | Cardiff 3.03. 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 50% | BTTS probability 56% | Total xG 2.67. Over/Under 2.5 is close to a coin-flip at 50%/50% — the total xG of 2.67 sits near the 2.5 margin; this is a low-edge market from a Poisson standpoint. BTTS probability of 56% 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 38% — marginal model lean. With a 29% draw probability, Draw No Bet on Birmingham 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.

On the goals line, Poisson's 2.67 combined xG gives a 50% probability to Under 2.5 — Poisson-only — limited corroboration.

Poisson assigns a 56% probability to BTTS Yes based on the attack/defence strength model. Form rates are neutral: Birmingham 30% | Cardiff 60%.

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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💡 Key Insights

Form Birmingham Poisson xG (1.38) exceeds their recent form scoring rate (1.00) — the model sees more attacking threat than recent results show.
Goals Form only shows ~2.0 goals/game but Poisson xG sum is 2.67 — underlying strength metrics suggest more goals than form results indicate.

🏟️ Match Context

• Fixture: Birmingham vs Cardiff | Competition: Championship, Regular Season - 22 | Venue: St Andrew's Stadium • Kick-off: Saturday 11 Dec 2021, 15:00 UTC • Data inputs: H2H history, form splits, prediction model signals, and market pricing

📊 Statistical Prediction

• Poisson result probabilities: Birmingham 38% | Draw 29% | Cardiff 33% • Poisson goal markets: Over 2.5 50% | BTTS 56% | xG Birmingham 1.38 / Cardiff 1.29 • Poisson strength factors: Birmingham attack 0.920 / def 1.132 | Cardiff attack 1.042 / def 1.485 | league avg home 1.010 / away 1.090 • Poisson stance: Birmingham (38%) — low confidence — close contest

🧮 Prediction Model

1.38

Birmingham xG

Expected Goals

1.29

Cardiff xG

38%
29%
33%
Birmingham Draw Cardiff

56%

BTTS

76%

Over 1.5

50%

Over 2.5

28%

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 15:00 on Saturday 11 December 2021 at St Andrew's Stadium.

What was the final score in Birmingham vs Cardiff?

Birmingham 2 - 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 - 22 fixture in the Championship (England).

Who is favourite to win Birmingham vs Cardiff?

Our statistical model gives Birmingham a 38% chance of winning, Cardiff a 33% chance, and a 29% chance of a draw — making Birmingham the favourite.

Will both teams score in Birmingham vs Cardiff?

Our model estimates a 56% 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 50%.

What is the head-to-head record between Birmingham and Cardiff?

No recorded head-to-head meetings available in the dataset.

What form are Birmingham and Cardiff in?

Birmingham (all comps): 4W-2D-4L in 10 | 1.40 PPG | GF 1.00 / GA 0.90 | L5 L-L-D-W-L. Cardiff (all comps): 3W-1D-6L in 10 | 1.00 PPG | GF 1.10 / GA 1.80 | L5 W-W-L-W-L.

🧮 Model Insight

Model Mechanics

The model rates Birmingham's attack at 0.92x the league average against Cardiff's defence at 1.49x — combine the two and it projects 1.38 expected goals for the hosts. The same calculation in reverse, Cardiff's attack versus Birmingham's defence, projects 1.29 expected goals for the visitors.

These ratings are built from 21/21 games of current-season data — a full enough sample to trust.

Scoreline Breakdown

Of every possible scoreline, 1-1 carries the highest individual probability at 13.9% — still a long way from a near-certainty, which says something about how open this one is on paper. Close behind: 0-0 (8.5%), 2-1 (8.5%). Those top three scorelines alone account for 31% of the model's total probability mass — a relatively concentrated, predictable distribution for this fixture.

Most Likely Outcome

Birmingham Win

38%

Birmingham

2.65

29%

Draw

3.44

33%

Cardiff

3.01

Top 3 Most Likely Scorelines

1 – 1

12.3%

Draw

Most likely

1 – 0

9.6%

Home win

0 – 1

8.9%

Away win

Expected Goals & Win Odds

1.38

Birmingham xG

Total xG

2.67

1.29

Cardiff xG

38%
29%
33%
BirminghamDrawCardiff

2.65

38%

Home win

3.44

29%

Draw

3.01

33%

Away win

Goals Markets

75%

Over 1.5

1.33

25%

Under 1.5

4.00

50%

Over 2.5

2.00

50%

Under 2.5

2.00

28%

Over 3.5

3.57

72%

Under 3.5

1.39

13%

Over 4.5

7.69

87%

Under 4.5

1.15

Match Markets

Both Teams to Score

56%

BTTS Yes

1.80

44%

BTTS No

2.26

Clean Sheet

28%

Birmingham

3.62

25%

Cardiff

3.98

Win to Nil

10%

Birmingham

9.60

8%

Cardiff

11.96

Score Probability Matrix (%)

H \ A 0 1 2 3 4 5
0 6.9 8.9 5.7 2.5 0.8 0.2
1 9.6 12.3 7.9 3.4 1.1 0.3
2 6.6 8.5 5.5 2.3 0.8 0.2
3 3.0 3.9 2.5 1.1 0.3 0.1
4 1.1 1.4 0.9 0.4 0.1
5 0.3 0.4 0.2 0.1

Green = home win Β· Grey = draw Β· Amber = away win Β· Outlined cell = most likely score

Model Internals
λ Home (xG) 1.381
λ Away (xG) 1.286
Total xG 2.667
League avg home goals 1.010
League avg away goals 1.090
Birmingham attack strength 0.920
Birmingham defence strength 1.132
Cardiff attack strength 1.042
Cardiff defence strength 1.485
Data phase CurrentSeason
Games used (H/A) 21 / 21

❓ Frequently Asked Questions

What is the most likely scoreline for Birmingham vs Cardiff?

Our Poisson model rates 1-1 as the single most likely exact scoreline, at 13.9%.

How many goals are Birmingham and Cardiff expected to score?

The model projects 1.38 expected goals for Birmingham and 1.29 for Cardiff, a combined total of 2.67.

How confident is the prediction model for Birmingham vs Cardiff?

Not very — the model's leading outcome sits at just 38%, 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 7W 5D 9L from 21 games, a 1.24 PPG return, with L-L-D-W-L in the last five. The sample for Birmingham is still a mix of this season and last, given how young the current campaign is.

Cardiff, meanwhile, have gone 6W 3D 12L across 21 games — 1.00 PPG, with W-W-L-W-L in their last five. The sample for Cardiff is still a mix of this season and last, given how young the current campaign is.

Form-wise this is close to level: Birmingham on 1.24 PPG, Cardiff on 1.00. Other factors will likely decide this one more than recent results.

Home Ground vs the Road

At home specifically, Birmingham have managed 4W 2D 4L from 10 games — 1.40 PPG in front of their own supporters.

Cardiff's away record stands at 4W 2D 4L across 10 trips, a 1.40 PPG haul.

The Goals Picture

Birmingham are averaging 0.95 goals scored and 1.14 conceded per game recently; Cardiff are on 1.10 scored and 1.76 conceded.

On BTTS specifically: Birmingham have seen both teams score in 24% of their recent games.

Defensively: Birmingham have kept a clean sheet in 48% of their games — worth knowing if you're weighing up clean-sheet or BTTS-No markets.

Last 21 Results — Championship

Current season: same league only · Previous season: all leagues (covers promoted/relegated teams)

Birmingham

Birmingham

Blended
L L D W L
Cardiff

Cardiff

Blended
W W L W L
21 Played 21
7/5/9 W / D / L 6/3/12
1.24 Points Per Game 1.00
0.95 Avg Goals Scored 1.10
1.14 Avg Goals Conceded 1.76
2.10 Avg Goals / Game 2.86
10 Clean Sheets 1
5 BTTS 11
8 Over 2.5 Games 12
Birmingham

Birmingham

L
A Millwall
1–3 HT 0–2
04 Dec
W
H Blackpool
1–0 HT 0–0
27 Nov
D
A Coventry
0–0 HT 0–0
23 Nov
L
A Hull City
0–2 HT 0–1
20 Nov
L
H Reading
1–2 HT 1–0
06 Nov
W
H Bristol City
3–0 HT 1–0
02 Nov
W
A Middlesbrough
2–0 HT 0–0
30 Oct
W
H Swansea
2–1 HT 0–0
23 Oct
D
A Huddersfield
0–0 HT 0–0
20 Oct
L
A West Brom
0–1 HT 0–0
15 Oct
L
H Nottingham Forest
0–3 HT 0–2
02 Oct
L
A QPR
0–2 HT 0–1
28 Sep
D
H Preston
0–0 HT 0–0
25 Sep
L
A Peterborough
0–3 HT 0–2
18 Sep
L
H Fulham
1–4 HT 0–2
15 Sep
W
H Derby
2–0 HT 1–0
10 Sep
D
A Barnsley
1–1 HT 1–1
28 Aug
W
A Luton
5–0 HT 2–0
21 Aug
L
H Bournemouth
0–2 HT 0–0
18 Aug
D
H Stoke City
0–0 HT 0–0
14 Aug
W
A Sheffield Utd
1–0 HT 1–0
07 Aug
Cardiff

Cardiff

L
H Sheffield Utd
2–3 HT 1–0
04 Dec
W
A Luton
2–1 HT 1–0
27 Nov
L
H Hull City
0–1 HT 0–1
24 Nov
W
A Preston
2–1 HT 0–1
20 Nov
W
H Huddersfield
2–1 HT 0–1
06 Nov
L
H QPR
0–1 HT 0–1
03 Nov
D
A Stoke City
3–3 HT 0–2
30 Oct
L
H Middlesbrough
0–2 HT 0–1
23 Oct
L
A Fulham
0–2 HT 0–0
20 Oct
L
A Swansea
0–3 HT 0–1
17 Oct
L
H Reading
0–1 HT 0–1
02 Oct
L
H West Brom
0–4 HT 0–1
28 Sep
L
A Blackburn
1–5 HT 0–3
25 Sep
L
H Bournemouth
0–1 HT 0–0
18 Sep
L
A Coventry
0–1 HT 0–1
15 Sep
W
A Nottingham Forest
2–1 HT 0–1
12 Sep
L
H Bristol City
1–2 HT 0–1
28 Aug
W
H Millwall
3–1 HT 0–0
21 Aug
D
A Peterborough
2–2 HT 0–0
17 Aug
W
A Blackpool
2–0 HT 0–0
14 Aug
D
H Barnsley
1–1 HT 0–0
07 Aug

❓ Frequently Asked Questions

What form are Birmingham and Cardiff in coming into this match?

Birmingham have gone 7W 5D 9L in their last 21 games (1.24 PPG), while Cardiff have gone 6W 3D 12L in their last 21 (1.00 PPG).

Which team has the better venue record — Birmingham at home or Cardiff away?

Birmingham's home record (1.40 PPG) is the stronger of the two venue-specific splits — Birmingham at home: 1.40 PPG; Cardiff away: 1.40 PPG.

Have Birmingham or Cardiff been keeping clean sheets recently?

Birmingham have kept a clean sheet in 48% of their recent games, Cardiff in 5%.

⚔️ 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

Birmingham

1

Birmingham

2

Draws

Cardiff

3

Cardiff

Recent Meetings

Birmingham
0–1
10 Apr 24
Cardiff
Cardiff
0–1
13 Dec 23
Birmingham
Birmingham
0–2
14 Feb 23
Cardiff
Cardiff
1–0
13 Aug 22
Birmingham
Cardiff
1–1
30 Apr 22
Birmingham
Birmingham
2–2
11 Dec 21
Cardiff

❓ 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 see a goal before the break in 50% of their matches. They've gone in front at half-time 30% of the time.

Cardiff are typically involved in an early goal — the half-time board shows at least one in 70% of their matches. They've also shown some fight from behind, salvaging a draw or win after trailing at half-time in 30% of those situations.

The Numbers That Matter

BTTS sits in mixed territory for this pairing — Birmingham 30%, Cardiff 60% — no strong lean either way from the trading data alone.

Goals have flowed in these teams' recent matches — Over 2.5 has landed at 50% for Birmingham and 70% for Cardiff. Stepping up a level, Over 3.5 has also landed reasonably often — 10% and 30% respectively — worth a look for goal-hungry markets.

On the defensive side: Birmingham keep a clean sheet in 50% of their matches; Birmingham have failed to score in 40% of games; Cardiff in 30%.

📈

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 β€” shown as β€” where unavailable.

Birmingham Birmingham Blended
Metric All
(21 games)
Venue
(10 games)
Half-Time Metrics
1+ Goal Before HT 12/21
(57.1%)
5/10
(50%)
2+ Goals Before HT 6/21
(28.6%)
2/10
(20%)
0-0 HT → 1+ Goal 2nd Half 5/9
(55.6%)
3/5
(60%)
0-0 HT → 2+ Goals 2nd Half 3/9
(33.3%)
2/5
(40%)
Winning at HT 5/21
(23.8%)
3/10
(30%)
Lost Lead (Win HT → No Win FT) 1/21
(4.8%)
1/10
(10%)
Came From Behind (Lose HT → Draw/Win FT) 0/21
(0%)
0/10
(0%)
Full-Time Metrics
BTTS 5/21
(23.8%)
3/10
(30%)
Over 2.5 Goals 8/21
(38.1%)
5/10
(50%)
Over 3.5 Goals 3/21
(14.3%)
1/10
(10%)
Clean Sheet 10/21
(47.6%)
5/10
(50%)
Failed to Score 10/21
(47.6%)
4/10
(40%)
Cardiff Cardiff Blended
Metric All
(21 games)
Venue
(10 games)
Half-Time Metrics
1+ Goal Before HT 15/21
(71.4%)
7/10
(70%)
2+ Goals Before HT 2/21
(9.5%)
2/10
(20%)
0-0 HT → 1+ Goal 2nd Half 6/6
(100%)
3/3
(100%)
0-0 HT → 2+ Goals 2nd Half 5/6
(83.3%)
3/3
(100%)
Winning at HT 2/21
(9.5%)
1/10
(10%)
Lost Lead (Win HT → No Win FT) 1/21
(4.8%)
0/10
(0%)
Came From Behind (Lose HT → Draw/Win FT) 4/21
(19%)
3/10
(30%)
Full-Time Metrics
BTTS 11/21
(52.4%)
6/10
(60%)
Over 2.5 Goals 12/21
(57.1%)
7/10
(70%)
Over 3.5 Goals 6/21
(28.6%)
3/10
(30%)
Clean Sheet 1/21
(4.8%)
1/10
(10%)
Failed to Score 9/21
(42.9%)
3/10
(30%)

❓ Frequently Asked Questions

Do both teams usually score when Birmingham play Cardiff?

Not especially — both teams scoring has occurred in only 30% of Birmingham's recent matches and 60% 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 50% of Birmingham's matches and 70% of Cardiff's.

Do Birmingham and Cardiff tend to score early?

Birmingham have had a goal before half-time in 50% of their recent matches, Cardiff in 70% — a useful reference point for first-half goal markets.

📰

Birmingham and Cardiff share the spoils in a 2-2 draw.

📝 Match Report

How It Unfolded

The points were shared at St Andrew's Stadium, Regular Season - 22, as Birmingham and Cardiff drew 2-2 in the Championship. With the result on the board, the sections below measure it against everything the model and the numbers projected in advance.

The Model vs The Result

The Poisson model went into this projecting Birmingham 1.38 xG and Cardiff 1.29 xG, a combined 2.67. The scoreboard read 2-2 for 4 actual goals. Both sides finished within a goal of their individual projections, so the scoreline sat close to the model's expected shape. Those figures were built on strength ratings of Birmingham attack 0.92 / defence 1.13 against Cardiff attack 1.04 / defence 1.49, drawn from 21/21 games (CurrentSeason).

On the result, the model split it Birmingham 38% | Draw 29% | Cardiff 33%, with Birmingham to win its most likely call at 38%. The actual draw 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 50%. The game delivered 4, so it went over — a call the model got right. Over 1.5 had been 76% and landed. Over 3.5 was 28% and came in. On both teams to score, the model sat at 56% and the match saw both sides score — another call in the model's favour. Historically the two sides average 48% Over 2.5 across their same-competition games (Birmingham 38%, Cardiff 57%), a base rate that pointed the other way from today's over. Their combined BTTS history runs at 38%, which did not match the both-scored outcome.

Trading Patterns vs Reality

Birmingham's trading profile (21 games, 10 home) set some clear expectations: BTTS lands in 24% of their matches — today it did; they keep a clean sheet 48% of the time, and conceded here.

Cardiff's trading profile (21 games, 10 away) set some clear expectations: BTTS lands in 52% of their matches — today it did.

Form vs Result

The form lines were close — Birmingham 1.24 PPG, Cardiff 1.00 PPG — offering no strong steer, and the draw fit that even billing. Birmingham (home/away splits) scored 2 against a 1.00 average — above their attacking norm and shipped 2 against a 1.20 concession average — a leakier day than usual.

Verdict

Grading the result against the stored data, 1 of 3 pre-match signals came in: result (miss), Over 2.5 (miss), BTTS (hit). The data was on the wrong side of this result more often than not — a reminder that a single match sits well inside the model's variance.

💡 Key Insights

Model Goals market defied the model — 50% Over 2.5 probability, but 4 goals scored.
Model BTTS matched the model — 56% projected, both teams scored.
Trading Trading data bucked — 48% historical Over 2.5 rate, but the game went over.

⚠️ 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.