Swansea look like a force to be reckoned with this term after adding the goals of Yates to their attack - could 2023-24 finally be the campaign that the Swans earn promotion?
Birmingham's route to the Premier League is unlikely to be complete by May, and supporters may have to be a little patient before seeing significant improvements on the pitch.
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Data Analysis
Our analysis of all available data, including recent performances and player stats up until an hour before kickoff, suggested the most likely outcome of this match was a Swansea City win with a probability of 48.05%. A win for Birmingham City had a probability of 26.85% and a draw had a probability of 25.1%.
The most likely scoreline for a Swansea City win was 1-0 with a probability of 10.73%. The next most likely scorelines for that outcome were 2-1 (9.39%) and 2-0 (8.45%). The likeliest Birmingham City win was 0-1 (7.57%), while for a drawn scoreline it was 1-1 (11.92%). The actual scoreline of 1-1 was predicted with an 11.9% likelihood.