Swansea City0-1Birmingham City

This Round 128 EFL Cup tie sees Swansea City host Birmingham City at the Swansea.com Stadium. Neither side's league table position is available, so the preview relies on recent form, home/away splits, head-to-head record, and the model projection. The most decisive numbers are Swansea's home win rate of 55% over the last 20 matches at this venue and Birmingham's away win rate of just 25% over their last 20.

The model gives the home side a 62.6% win probability, with the draw at 23.6% and an away win at 13.8%. The projected scoreline is 1-0. However, only two prior meetings are on record, so the head-to-head is a limited reference point.

Swansea City's most recent five matches produced three wins, one draw and one defeat, reading LWWDW from most recent backwards. They averaged 1.6 goals scored and 1.2 conceded in that stretch. Their last match was on 2026-07-28, giving them 11 days of rest.

Over a longer sample of 20 home matches, Swansea won 11, drew three and lost six, a win rate of 55%. Their averages at home are 1.55 goals scored and 1.15 conceded per game, a positive differential that underpins the model's lean toward them.

Birmingham City's away record over their last 20 matches shows five wins, five draws and ten defeats. That is a 25% win rate, with averages of 0.85 goals scored and 1.35 conceded per game. Their most recent five matches across all venues read WDWWD, with 1.4 scored and 0.8 conceded per game.

Birmingham last played on 2026-07-22, giving them 17 days of rest before this tie. Their away scoring rate of 0.85 per game is the lowest figure in this fixture's data, and their away conceded rate of 1.35 per game is higher than their own scoring output. On these numbers, the away side's profile is clearly the weaker of the two.

The two recorded meetings between these sides give Swansea no wins, one draw and one defeat. Birmingham have one win and one draw. The goals across those meetings are 1 for Swansea and 2 for Birmingham, a total of 3 at an average of 1.5 per game.

Both meetings finished with two or fewer total goals, and the most recent was a 1-1 draw at Swansea's ground in January 2026. Still, with only two matches on record, this head-to-head is too small a sample to carry much predictive weight.

The home and away splits highlight a clear contrast. Swansea's home form over 20 matches is strong: 55% wins, 1.55 scored and 1.15 conceded. Birmingham's away form over the same number of matches is weak: 25% wins, 0.85 scored and 1.35 conceded.

The model's projected expected goals of 1.68 for Swansea and 0.64 for Birmingham are consistent with the direction of these splits, with the home side projected to score more than their historical home average and the away side projected to score less than their historical away average. No data is available on Swansea's away form or Birmingham's home form, so this fixture's shape is best understood through the home-away contrast.

Rest days differ: Swansea enter with 11 days since their last match, Birmingham with 17. Both are substantial gaps, though the longer layoff for Birmingham is the more notable factor. Neither side is flagged for a short turnaround.

The model's medium confidence reflects the gaps in the data: no league table positions are available, and the head-to-head sample is only two matches. The key statistical drivers are the home/away splits, which strongly favor Swansea, and the recent form of both sides, which is broadly similar.

The Poisson goal model projects a 1-0 Swansea City win, based on expected goals of 1.68 for the home side and 0.64 for the away side. The model assigns Swansea a 62.6% win probability, the most likely single outcome, with the draw at 23.6% and Birmingham at 13.8%.

Among exact scorelines, 1-0 is the most likely at 16.5%, followed by 2-0 at 13.9% and 1-1 at 10.6%. The model's confidence is medium, meaning the broad direction of the projection is clear but the precise margin is less certain.

The data collectively points to a home win. Swansea's home record is strong, Birmingham's away record is weak, and the model gives the home side a win probability close to two-thirds. The expected scoreline of 1-0 fits the pattern of both recorded head-to-head meetings being low-scoring.

The main caveats are the small head-to-head sample and the model's medium confidence. If Birmingham's away performance departs from their recent 20-match pattern, or if Swansea's home output comes in below its average, the result could shift. As it stands, the balance of evidence favors Swansea City.