After missing a penalty in a most embarrassing fashion last weekend, Jason Puncheon was on target for Palace as they beat Tony Pulis' old side Stoke City at Selhurst Park.
Swansea City managed to win a goalfest last week but had no answers for Tottenham as Spurs scored five times unanswered to grab a 5-0 win.
The results are starting to turn Sunderland's way, after a rocky start for David Moyes, with a 2-1 win against Leicester City on Saturday.
Leicester City is in serious danger of becoming a relegation candidate following a 2-1 loss to Sunderland.
Tottenham were peppering the Swansea City net all afternoon, as Christian Eriksen led the way to a dominant 5-0 win.
Crystal Palace confounded all expectations and form to end their six match losing streak in the PL with a 3-0 win over Southampton at Selhurst Park.
Chelsea have now run off eight straight wins after coming from behind on Manchester City's ground to win, 1-3.
Manchester City were ahead at halftime but were outplayed in the second frame, as Chlesea would score three times unanswered and the Citizens made matters worse with two players sent off in the final minute of the match.
Nemanja Matic, a steady presence in Antonio Conte's XI, was a surprise absence today, missing out with a minor thigh muscle injury.
Chelsea will put their seven-match Premier League winning streak on the line when they travel to Manchester City on Saturday.
Jamie Vardy will look to end his nine-match goal draught when Leicester City travel to Sunderland on Saturday.
Younes Kaboul faces a late fitness check ahead of Watford's Week 14 trip to the Hawthorns.