They did six of the best, a magnificent seven and even a perfect 10 weeks ago.
Now Jurgen Klopp's juggernaut have their sights on a quite remarkable FIFTEEN Premier League victories in a row at Stamford Bridge on Sunday.
Will they win again? We asked our Liverpool correspondent Paul Gorst for his verdict.
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Liverpool To Win and Both Teams to Score 9/4
Win, lose or draw?
Tough one, this. Chelsea are not the force they have been at times across the last 15 years or so, but they still carry a real threat, particularly at home. Ultimately though, if Liverpool are serious about winning this Premier League title, they have to be winning these types of games. Away victory. The Reds are favourites, but Evens is still a decent price with thepools.com .
Who's a good bet for first goalscorer?
The usual suspects will be front and centre, won't they? I'm going to for Sadio Mane here. He's in great form, Napoli aside, and usually shows up in these big games. He's 9/2 for first scorer , just behind Mo Salah - and 13/10 to score at any time . Tammy Abraham is also in blistering form himself, but I think he might run into a real brick wall in the shape of Virgil van Dijk and Joel Matip on Sunday afternoon.

Who's on the naughty step?
Jorginho. He's picked up three yellow cards already with only Luka Milivojevic on more with four. If Liverpool's hard-running pressing midfield machine gets on top of the Italy international he could easily add to those string of cautions.
Will Liverpool keep a clean sheet?
I think the Londoners might find a way through a Liverpool side who have only kept one clean sheet so far. Although, I'm not wavering on my original stance of a Liverpool win. Liverpool to win and Both Teams To Score is a very, very, very appealing 9/4 .