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We are in the final months of the 2021-22 Premier League season, and this week we can determine the direction of the campaign's biggest game, the Premier League trophy. This is the best time to test how our AI models believe the end of the season.

Title Competition
Let's call it January 2, 2022: There was a time when many internet professionals were saddened by another season without the Internet Premier League Cup. We have to check archives to see if one of them. That tone has definitely changed. Manchester City have a 75.3% chance of winning the Premier League on March 1, which is in line with our pre-season predictions.

With City losing to Tottenham Hotspur and drawing with Crystal Palace, Liverpool are close to winning the title this week.

Premier League Season Predictions
Following a draw with Chelsea at Stanford Bridge in early January, Yagin Klopp's side are third, 11 points adrift of Manchester City (with one game left), and face some of their top players at AFCON for a month. They have won eight games in a row, with the late season culminating with a top-two match at the Etihad Stadium on Sunday.

Looking back at 2022, the Reds will change the look of the game in the last few months or even two more.

Premier League title predictions
It would be their first victory since November 10, 2019, if they can hold on to a point or Liverpool win the points trophy. The four games ended in a draw between Manchester City and Liverpool, with Liverpool winning their last Premier League victory. Etihad have won three, drawn two and drawn three of their last five Premier League games since November 21, 2015, beating Liverpool 13-3.

But April and May are not the only parts of the table.

The top four battles
Chelsea (94.1%) are third with the most accurate percentage on the table. He has been linked with a move away from the club this summer, with the likes of Karim Benzema having nightmares and assurances that European champions will have some assurances here. If Arsenal can get five points from nine games, that would change. The Spaniards have won by five points, but there are only eight games left to make a difference.

Top 4 Premier League predictions
North London is in fourth place. Arsenal are likely to finish fourth in the Champions League with a 62.8% chance of qualifying (59.1%), but this is the most interesting match at the top of the table. The Gunners have played one game less than Tottenham Hotspur, but have two games left. If it was Antonio Conte, the game resumed on January 16, but the midfielders, who were six points clear at the end of the season, would be fine to watch the game on May 12. The competition is fierce.

With a 74.1% chance of making the top four, Arsenal were particularly good in mid-March. With a 3-0 loss to Palestino, they have a 30% chance of finishing somewhere in the standings, but they are doing their best to secure a match. Top

For Paddy, it is a strange year, so it is always a strange year for Paddy. In January Their top four rose to 52.6%. By the end of February, their chances of reaching the top four dropped to 3.5%. Conte sometimes seemed to be trying to escape from London. Now the chances of these top four teams are better than one in three.

Will May 12 be one of the most exciting events of the year? Expectedly, however, the problem is that both sides are inconsistent and unpredictable. The rest of Spurs' travels have provided a layer for Anfield and Arsenal's Chelsea-Manchester United-West Ham clash, which makes it feel like a long journey.

But the teams that want to prolong the season are at the bottom.

Lineup fragment
Oh, Everton! what is that. Everton are 11 points clear at the top of the table this season. Unfortunately, after Wednesday, they dropped a lot from the winning position.

The first half goal in Turf Moor was good. Everton were just one point behind Burnley after the equalizer. They then lost in the 85th minute and now a possible problem is in their hands. 

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