Matchday 12 in the Women's Super League promises excitement following a thrilling return from the winter break. Last weekend saw Chelsea maintain their lead, Arsenal climb to second, and Manchester United secure a memorable derby win over Manchester City. Everton gained a crucial point against Aston Villa, while Crystal Palace, Leicester City, and West Ham remained at the bottom. This weekend's fixtures include Chelsea hosting Arsenal in a top-of-the-table clash.
The upcoming Chelsea vs Arsenal match could be pivotal in the title race. Arsenal must secure a win to challenge Chelsea's dominance. Historically, this fixture is the most played in WSL history, with Chelsea winning 12 of 28 encounters and Arsenal claiming 10 victories. The supercomputer predicts Chelsea as favourites with a 60.3% chance of winning, leaving Arsenal with an 18.9% chance and the draw at 20.8%.

Arsenal's Alessia Russo aims to continue her scoring streak, having netted in her last six WSL appearances. She could join an elite group of players who have scored in seven or more consecutive matches. Meanwhile, Chelsea have won 10 out of their 11 WSL games this season, matching Arsenal's record from previous seasons.
Manchester City face Aston Villa after a disappointing derby loss to United. City's recent form has been shaky, losing three of their last four league games. The Opta supercomputer gives them a 71% chance of victory against Villa, who have only a 12.8% chance of winning. This match marks Villa's 100th game in the WSL.
City manager Gareth Taylor also celebrates his 100th game in charge this weekend. Despite recent defensive errors, City remain hopeful of bouncing back against Villa. Rachel Daly will be key for Villa; since her debut in September 2022, she has scored more goals than any other player except Khadija Shaw.
Tottenham aim for a league double over Crystal Palace after defeating them 4-0 earlier this season. Palace have struggled in their debut WSL season, earning just one point from five home games. The supercomputer favours Spurs with a 45.4% chance of winning compared to Palace's 29.8%.
Palace hope new signing Clarissa Larisey can boost their survival chances. Larisey impressed at Celtic and scored against Chelsea in the UEFA Women's Champions League group stage last season.
West Ham host Everton after contrasting results in recent matches—beating Palace but losing heavily to Chelsea. The supercomputer predicts a close encounter with West Ham having a slight edge at 41.2%, while Everton are given a 32.2% chance of victory.
West Ham have made minimal changes to their starting line-ups this season and may stick with familiar faces against Everton as they seek crucial points to climb the table.
Leicester City look to build on recent home form when they face Liverpool on Sunday. Leicester earned four points from their last three home games but have struggled overall this season, failing to score in eight out of eleven matches.
Liverpool are favourites with a 44.1% chance of victory according to the supercomputer predictions but will need to overcome recent away defeats if they are to return to winning ways against Leicester.
Manchester United aim for another win following their impressive derby triumph over Man City as they face Brighton next. United could achieve four consecutive WSL wins for the first time since October 2023.
The supercomputer gives United a strong chance of victory at 73.3%. Brighton have been inconsistent lately and face an uphill battle with only an 11.2% chance of winning according to predictions.
This weekend's fixtures promise intense competition across the league as teams vie for crucial points at both ends of the table.