Premier League Matchweek 6 produced a string of surprise scorelines across ten fixtures, headlined by Coventry securing an emphatic 4-1 victory over Newcastle. Across the round, our forecasting model endured a demanding set of fixtures in picking straight winners, though its broader calls on double outcomes and scoring patterns held up well.
How our forecasts did
Exact scorelines went completely empty this round, with zero of the ten calls landing, while half-time and full-time calls struggled almost as much with only one of the ten graded forecasts proving correct. The match result calls also had a rough weekend, as just four of the ten calls landed after several underdogs overturned pre-match expectations. In contrast, win or draw was the most reliable topic, returning nine correct calls from ten. First team to score projections performed solidly with seven correct calls from ten, matched by both teams to score at seven of ten and total goals, which also saw seven of the ten calls land.
Results
Arsenal 2-1 Leeds
Arsenal picked up three points against Leeds, delivering on our high-confidence call for an Arsenal win, the win or draw projection, and the low-confidence call for more than 2.5 goals. However, Leeds getting on the scoresheet spoiled the projection that at least one side would be kept off the scoresheet, while the opening goal went the other way.
Aston Villa 2-2 Brentford
A four-goal draw saw Brentford take the lead, which landed our call for Brentford to score the opening goal along with both teams to score and more than 2.5 goals. The outcome went against our low-confidence call for an away win and the projection of a decisive winner either way.
Chelsea 5-1 Bournemouth
Chelsea produced an emphatic display, rewarding our medium-confidence forecast for a Chelsea win, Chelsea to win or draw, both teams to score, and over 2.5 goals. The hosts also scored first and led at both intervals, validating both projections even if the exact 2-1 call was left far behind.
Ipswich 2-1 Fulham
Ipswich claimed their first home win of the campaign against the run of our model's match result projection, which had favoured a Fulham win. Fulham did manage the opening strike to land the first team to score call, while both teams to score, over 2.5 goals, and the win or draw projection that the match would not finish level all proved correct.
Sunderland 0-2 Brighton
Brighton maintained their clean defensive record on the road, landing our match result call for an away win along with win or draw and the call for Brighton to strike first. With Sunderland failing to score, our forecasts for both teams to score and over 2.5 goals both fell short.
Manchester United 1-1 Tottenham
A level finish at Old Trafford defied our medium-confidence projection for a home win and our forecast for over 2.5 goals. Manchester United did score the opening goal and secured the win or draw projection, while both teams found the net as expected.
Crystal Palace 3-1 Nottingham Forest
Crystal Palace overcame their defensive absences to take all three points, running contrary to our low-confidence call for a Nottingham Forest victory. Forest opened the scoring to land the first team to score projection, which also helped deliver correct calls on both teams to score, over 2.5 goals, and a decisive winner.
Hull City 2-2 Everton
A four-goal thriller saw Everton recover from conceding first, denying our match result projection for an away victory and our low-confidence forecast for fewer than 2.5 goals. The call for Everton to win or draw landed alongside both teams to score.
Liverpool 0-3 Manchester City
Manchester City dominated to take all three points without reply, validating our calls for an away win, a decisive outcome, over 2.5 goals, and City to break the deadlock. Liverpool failing to score denied our projection for both teams to find the net.
Coventry 4-1 Newcastle
Coventry produced the shock of the weekend by routing Newcastle, directly contradicting our projection of an away victory and Newcastle scoring first. The match did deliver on over 2.5 goals, both teams to score, and the call that the fixture would produce a winner either way.
What we got wrong
The clearest miss of the weekend came on Monday evening. Coventry entered the round having managed only a single goal in five league matches, while shipping ten at the other end. That profile, combined with Newcastle's control of the ball across earlier fixtures, led our model to forecast an away win. Instead, Coventry blew the contest open, exposing defensive frailties even with Newcastle missing leading scorer Anthony Elanga.
The model also misread the outcome at Portman Road. Fulham had been winless in five, but Ipswich had shipped eleven goals across their opening five fixtures while conceding more shots than they generated. Expecting Fulham's possession play to prevail, the model projected an away victory. Ipswich's attacking return at home proved too resilient, leaving the match result call empty.
Matchweek 6 delivered a sharp reminder of how unpredictable mid-table and lower-tier fixtures remain in the opening months of the season. Manchester City maintained their perfect record, but heavy shifts from Coventry and Crystal Palace showed that early-season defensive records can unravel quickly over ninety minutes.