Birmingham 2-2 Swansea – Result & Analysis
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Poisson model rates Birmingham at 49%, yet other data sources diverge — this Birmingham vs Swansea fixture contains genuine analytical tension.
✍️ Match Preview
Analysis
Swansea make the trip to St Andrew's Stadium to face Birmingham in Championship, Regular Season - 9. The match kicks off on Tuesday 8 November 2022 at 19:45 UTC.
Form
Birmingham (all games): 4W 4D 2L across 10 Championship fixtures this term — 1.60 PPG. Last five: D L W D W. They are averaging 1.20 goals per game and conceding 0.60 — a modest attacking output that tempers optimism on the Over 2.5 market. Defensively, conceding just 0.60 per game is an exceptional defensive record — one of the tightest in the division. 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 Birmingham, so this record blends games from this season and last.
Birmingham's form when playing at home: 3W 4D 3L across 10 games at St Andrew's Stadium this term (1.30 PPG). At home they are averaging 1.10 goals scored and 0.80 conceded per game. 4 home clean sheets from 10 games (40%) — a solid defensive base on their own ground.
Swansea have collected 2.00 PPG across 10 Championship outings this season: 6W 2D 2L. Last five: W W D L D. They are scoring at 1.80 per game and conceding 1.40. 2 clean sheets from 10 outings suggests some defensive organisation. 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 Swansea, so this record blends games from this season and last.
When travelling in Championship this season, Swansea have posted 3W 3D 4L from 10 away outings — 1.20 PPG. Away from home they average 1.10 goals scored and 1.80 conceded per game. Both teams have scored in 70% of their away matches — a high BTTS rate on the road that directly informs this fixture. Their away PPG of 1.20 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 — 1.60 PPG for Birmingham against 2.00 for Swansea. There is no clear form edge to exploit here; other signals need to take the lead.
H2H History
The head-to-head record is closely matched — Birmingham lead 1W to 0W over the last 2 encounters, with 1 draws, though neither side has established a commanding advantage.
Scoring has been limited when these teams have met. The 2 previous contests averaged 1.5 goals, making the Under 2.5 the historically backed angle in the goals market. The most recent clash, on 19 Mar 2022, ended 0–0 with a draw.
With a balanced win record and just 1.5 goals per game historically, the H2H points toward a tight, low-scoring contest. Under 2.5 goals has the strongest statistical grounding from the fixture history regardless of which side wins.
Trading
Birmingham half-time and goal-timing data (65 games, 32 at home): they score before half-time in 56% of fixtures in home games; when goalless at HT, a second-half goal follows 59% of the time; BTTS occurs in 47% of their matches (home games); Over 2.5 goals lands in 53% of games (home games); they fail to score in 35% of games.
Swansea half-time and goal-timing data (65 games, 32 at away): they score before half-time in 75% of fixtures in away games; when goalless at HT, a second-half goal follows 71% of the time; BTTS occurs in 50% of their matches (away games); Over 2.5 goals lands in 53% of games (away games).
BTTS rates are mixed from the trading data — Birmingham 46% versus Swansea 49%; no strong lean in either direction. The over/under 2.5 picture is inconclusive from the in-play data (Birmingham 48% | Swansea 52%).
Poisson Model
The Poisson distribution model projects Birmingham 1.35 xG and Swansea 0.83 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 0.913 / defence 0.765 | Swansea attack 0.970 / defence 1.179. League average goals — home 1.254 / away 1.116. Birmingham's defence rating of 0.765 is below average — the home backline is amplifying the visitor's projected output. Data: 65 Birmingham games / 65 Swansea games used (CurrentSeason).
Result probabilities: Birmingham 49% | Draw 28% | Swansea 23%. Fair-value odds: Birmingham 2.04 | Draw 3.57 | Swansea 4.35. Birmingham hold a narrow Poisson edge at 49% — the draw (28%) is close enough to merit draw-inclusive market consideration.
Goals markets: Over 2.5 probability 37% | BTTS probability 42% | Total xG 2.18. Under 2.5 has a narrow probability edge at 63% — total xG of 2.18 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.
Final Verdict
Poisson rates Birmingham as the most likely outcome at 49% — moderate model lean. Draw probability of 28% warrants consideration of Double Chance or Draw No Bet on Birmingham if the outright odds are short.
The Poisson model projects 2.18 xG in total — Under 2.5 at 37% — Poisson-only — limited corroboration confidence.
Poisson assigns a 42% probability to BTTS No based on the attack/defence strength model. This conflicts with form data: Birmingham 50% | Swansea 70% from recent games — a notable divergence.
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💡 Key Insights
🏟️ Match Context
• Fixture: Birmingham vs Swansea | Competition: Championship, Regular Season - 9 | Venue: St Andrew's Stadium • Kick-off: Tuesday 8 Nov 2022, 19:45 UTC • Data inputs: H2H history, form splits, prediction model signals, and market pricing
📊 Statistical Prediction
• Poisson result probabilities: Birmingham 49% | Draw 28% | Swansea 23% • Poisson goal markets: Over 2.5 37% | BTTS 42% | xG Birmingham 1.35 / Swansea 0.83 • Poisson strength factors: Birmingham attack 0.913 / def 0.765 | Swansea attack 0.970 / def 1.179 | league avg home 1.254 / away 1.116 • Poisson stance: Birmingham (49%) — moderate lean
🧮 Prediction Model
1.35
Birmingham xG
Expected Goals
0.83
Swansea xG
42%
BTTS
64%
Over 1.5
37%
Over 2.5
18%
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 Swansea kick off?
Birmingham vs Swansea kicked off at 19:45 on Tuesday 8 November 2022 at St Andrew's Stadium.
What was the final score in Birmingham vs Swansea?
Birmingham 2 - 2 Swansea.
Where is Birmingham vs Swansea being played?
The match is being played at St Andrew's Stadium.
What competition is Birmingham vs Swansea part of?
Birmingham vs Swansea is a Regular Season - 9 fixture in the Championship (England).
Who is favourite to win Birmingham vs Swansea?
Our statistical model gives Birmingham a 49% chance of winning, Swansea a 23% chance, and a 28% chance of a draw — making Birmingham the favourite.
Will both teams score in Birmingham vs Swansea?
Our model estimates a 42% probability that both Birmingham and Swansea will score (BTTS).
Will Birmingham vs Swansea have over 2.5 goals?
Our model puts the probability of over 2.5 goals in this match at 37%.
What is the head-to-head record between Birmingham and Swansea?
Record (2 meetings): Birmingham 1W | Draws 1 | Swansea 0W.
What form are Birmingham and Swansea in?
Birmingham (all comps): 4W-4D-2L in 10 | 1.60 PPG | GF 1.20 / GA 0.60 | L5 D-L-W-D-W. Swansea (all comps): 6W-2D-2L in 10 | 2.00 PPG | GF 1.80 / GA 1.40 | L5 W-W-D-L-D.
🧮 Model Insight
Behind the Numbers
The model rates Birmingham's attack at 0.91x the league average against Swansea's defence at 1.18x — combine the two and it projects 1.35 expected goals for the hosts. Flip it around — Swansea's attack (0.97x) against Birmingham's defence (0.77x) — and the away total comes out at 0.83.
These ratings are built from 65/65 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 14.3% — still a long way from a near-certainty, which says something about how open this one is on paper. Close behind: 1-0 (13.6%), 0-0 (13.0%). 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
Birmingham Win
49%
2.04
28%
3.57
23%
4.36
Top 3 Most Likely Scorelines
1 – 0
15.3%
Home win
Most likely
1 – 1
12.7%
Draw
0 – 0
11.3%
Draw
Expected Goals & Win Odds
1.35
Birmingham xG
Total xG
2.18
0.83
Swansea xG
2.04
49%
Home win
3.57
28%
Draw
4.36
23%
Away win
Goals Markets
64%
Over 1.5
1.56
36%
Under 1.5
2.78
37%
Over 2.5
2.70
63%
Under 2.5
1.59
18%
Over 3.5
5.56
82%
Under 3.5
1.22
7%
Over 4.5
14.29
93%
Under 4.5
1.08
Match Markets
Both Teams to Score
42%
BTTS Yes
2.40
58%
BTTS No
1.72
Clean Sheet
44%
2.29
26%
3.86
Win to Nil
21%
4.67
6%
16.80
Score Probability Matrix (%)
| H \ A | 0 | 1 | 2 | 3 | 4 | 5 |
|---|---|---|---|---|---|---|
| 0 | 11.3 | 9.4 | 3.9 | 1.1 | 0.2 | – |
| 1 | 15.3 | 12.7 | 5.2 | 1.4 | 0.3 | – |
| 2 | 10.3 | 8.5 | 3.5 | 1.0 | 0.2 | – |
| 3 | 4.6 | 3.8 | 1.6 | 0.4 | 0.1 | – |
| 4 | 1.6 | 1.3 | 0.5 | 0.1 | – | – |
| 5 | 0.4 | 0.4 | 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 Swansea?
Our Poisson model rates 1-1 as the single most likely exact scoreline, at 14.3%.
How many goals are Birmingham and Swansea expected to score?
The model projects 1.35 expected goals for Birmingham and 0.83 for Swansea, a combined total of 2.18.
How confident is the prediction model for Birmingham vs Swansea?
Not very — the model's leading outcome sits at just 49%, meaning this is rated as a genuinely open contest with no dominant favourite.
📈 Form Insight
The Form Picture
Birmingham come into this having played 65 games, going 18W 20D 27L for 1.14 points per game. Their last five reads D-L-W-D-W. The sample for Birmingham is still a mix of this season and last, given how young the current campaign is.
On the other side, Swansea sit at 1.38 PPG from 65 outings (24W 18D 23L), a run that reads W-W-D-L-D across their last five. The sample for Swansea 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 — 1.14 PPG for Birmingham against 1.38 for Swansea. Neither side arrives with a clear form advantage.
Home & Away Splits
Birmingham's home form reads 10W 10D 12L across 32 games on their own ground, a 1.25 PPG return.
Away from home, Swansea have taken 1.19 points per game from 32 outings (10W 8D 14L).
Scoring & Defensive Trends
Birmingham are averaging 1.08 goals scored and 1.40 conceded per game recently; Swansea are on 1.28 scored and 1.45 conceded.
Last 65 Results — Championship
Current season: same league only · Previous season: all leagues (covers promoted/relegated teams)
Birmingham
Blended
Swansea
Blended
❓ Frequently Asked Questions
What form are Birmingham and Swansea in coming into this match?
Birmingham have gone 18W 20D 27L in their last 65 games (1.14 PPG), while Swansea have gone 24W 18D 23L in their last 65 (1.38 PPG).
Which team has the better venue record — Birmingham at home or Swansea away?
Birmingham's home record (1.25 PPG) is the stronger of the two venue-specific splits — Birmingham at home: 1.25 PPG; Swansea away: 1.19 PPG.
Have Birmingham or Swansea been keeping clean sheets recently?
Birmingham have kept a clean sheet in 32% of their recent games, Swansea in 31%.
⚔️ Rivalry Insight
History of the Fixture
On record, these two have faced off 8 times since October 2021 — enough meetings to establish some real patterns. Every recorded meeting has come in Championship. They last met on 17 January 2026, roughly 6 months ago.
Records & Recent Trends
Specifically as hosts in this fixture, Birmingham have gone 2W 2D 0L from 4 meetings on their own ground against Swansea — worth weighing alongside the overall series record.
Last 8 Meetings
3
Birmingham
5
Draws
0
Swansea
Recent Meetings
❓ Frequently Asked Questions
What is the head-to-head record between Birmingham and Swansea?
From 8 meetings on record, Birmingham have won 3, Swansea have won 0, and 5 have been drawn.
When did Birmingham and Swansea last play each other?
They last met on 17 January 2026, when Swansea 1-1 Birmingham.
Who has won more matches between Birmingham and Swansea?
Birmingham have the better head-to-head record, with 3 wins from 8 meetings.
📈 Trading Insight
How These Sides Start
Birmingham see a goal before the break in 56% of their matches. They've gone in front at half-time 31% of the time.
Swansea are typically involved in an early goal — the half-time board shows at least one in 75% of their matches. They've also shown some fight from behind, salvaging a draw or win after trailing at half-time in 12% of those situations.
Goals & Clean Sheets
BTTS sits in mixed territory for this pairing — Birmingham 47%, Swansea 50% — no strong lean either way from the trading data alone.
Over 2.5 has been close to a coin-flip for both sides — 53% (Birmingham) and 53% (Swansea).
On the defensive side: Birmingham keep a clean sheet in 38% of their matches; Birmingham have failed to score in 31% of games; Swansea in 31%.
Current season: same league only. Previous season: all leagues (covers promoted/relegated teams). All = any venue | Venue = Birmingham home games / Swansea away games. HT metrics require half-time score data — shown as — where unavailable.
❓ Frequently Asked Questions
Do both teams usually score when Birmingham play Swansea?
Not especially — both teams scoring has occurred in only 47% of Birmingham's recent matches and 50% of Swansea's, a rate that leans toward BTTS No.
Is Birmingham vs Swansea usually a high-scoring fixture?
Not particularly — Over 2.5 goals has come in for only 53% of Birmingham's recent games and 53% of Swansea's, pointing to a tighter contest.
Do Birmingham and Swansea tend to score early?
Birmingham have had a goal before half-time in 56% of their recent matches, Swansea in 75% — a useful reference point for first-half goal markets.
Birmingham and Swansea share the spoils in a 2-2 draw.
📝 Match Report
How It Unfolded
Birmingham and Swansea finished level at 2-2 at St Andrew's Stadium, Regular Season - 9, 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 1.35 xG and Swansea 0.83 xG, a combined 2.18. The scoreboard read 2-2 for 4 actual goals. Swansea outscored their 0.83 projection by 1.2. Those figures were built on strength ratings of Birmingham attack 0.91 / defence 0.77 against Swansea attack 0.97 / defence 1.18, drawn from 65/65 games (CurrentSeason).
On the result, the model split it Birmingham 49% | Draw 28% | Swansea 23%, with Birmingham to win its most likely call at 49%. The actual draw had been the model's second-ranked read at 28%, so the result diverged from the top call without being a shock.
Goals & Markets
The model rated Over 2.5 goals at 37%. The game delivered 4, so it went over — a miss for the goals model. Over 1.5 had been 64% and landed. Over 3.5 was 18% and came in. 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 50% Over 2.5 across their same-competition games (Birmingham 48%, Swansea 52%), a base rate that agreed with today's over. Their combined BTTS history runs at 48%, which did not match the both-scored outcome.
Trading Patterns vs Reality
Birmingham's trading profile (65 games, 32 home) set some clear expectations: BTTS lands in 46% of their matches — today it did; they keep a clean sheet 32% of the time, and conceded here.
Swansea's trading profile (65 games, 32 away) set some clear expectations: BTTS lands in 49% of their matches — today it did; they keep a clean sheet 31% of the time, and conceded here.
Form vs Result
The form lines were close — Birmingham 1.14 PPG, Swansea 1.38 PPG — offering no strong steer, and the draw fit that even billing. Birmingham (home/away splits) scored 2 against a 1.16 average — above their attacking norm. Swansea (home/away splits) scored 2 against a 1.19 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.