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Chelsea host Arsenal in the Carabao Cup semi-final first leg on Wednesday evening (8pm), with both sides eager to give themselves the best chance of getting their hands on the first silverware of the season.

With Manchester City seemingly unstoppable in the Premier League title race, progressing through to the Carabao Cup final will give both sides the chance to try and lift a trophy.

Last time out in the competition, the Blues needed a last-minute winner at home to Bournemouth last time out, while the Gunners beat London rivals West Ham 1-0 at the Emirates.

They will hope Wednesday gives them the chance to put poor FA Cup results behind them, with Chelsea drawing at Norwich and Arsenal losing to Nottingham Forest at the weekend.

The two sides met in the Premier League just last week, drawing 2-2.

Our unique algorithm has predicted the Chelsea side it believes will start the game.

Football Whispers uses data to predict teams’ starting XIs, taking into account injuries, suspensions, the statistical likelihood of a player being selected, the competition the match is in, players’ previous performances and the opponent’s style.

And you can also give it a go yourself. Just click ‘create your own’ on the line-up at the top of the page and pick your ideal XI for the game.You can also see each player’s stats once you’ve selected them.

When you’re happy with your team, press confirm and you’ll be able to share it with your friends via social media.