Premier League Matchweek 5 brought significant shifts across the division, headlined by Brighton handing Arsenal their first defeat of the season in a 3-0 victory and Coventry securing their first points with an away win at Nottingham Forest. Across the ten fixtures, our forecasting model had an uneven weekend, projecting five correct match results from ten and enduring a couple of notable misses on high-confidence calls.
How our forecasts did
The weekend proved testing for several projection categories, starting with exact scoreline calls where only one of the ten landed, though Newcastle's 2-1 victory was spotted precisely. Half-time and full-time calls were nearly as difficult, with two correct out of ten. Both teams to score also struggled, returning four correct calls from ten graded.
Match result calls and total goals projections broke even, each finishing with five correct calls out of ten. The model performed best on win or draw calls, where six of the ten landed, and first team to score, which also generated six correct calls from ten.
Results
Brentford 3-0 Chelsea Brentford maintained their unbeaten opening to the campaign by taking apart a Chelsea side missing top scorer João Pedro. The model correctly anticipated a Brentford win, over 2.5 goals, and the hosts scoring first.
Tottenham 2-3 Aston Villa Tottenham broke their four-match scoring drought, but defensive lapses allowed Aston Villa to take all three points in a five-goal affair. The model missed across the board here, having projected a low-scoring home win.
Brighton 3-0 Arsenal Arsenal arrived with a perfect record but were soundly beaten by Brighton despite the hosts missing Kaoru Mitoma. The model missed on an Arsenal away victory, though the projection for more than 2.5 goals was accurate.
Everton 1-0 Ipswich Everton secured a narrow win at Hill Dickinson Stadium to stretch their unbeaten sequence to four matches. The projection correctly identified an Everton win, though the model had anticipated goals at both ends.
Newcastle 2-1 Hull City Newcastle edged a disciplined Hull City side at St. James' Park despite missing Anthony Elanga and Joelinton. This was the model's sharpest fixture of the round, correctly calling the Newcastle win, both teams to score, over 2.5 goals, and the exact 2-1 scoreline.
Nottingham Forest 0-1 Coventry Coventry arrived at the City Ground without a point or a goal all season but snatched a 1-0 win against Nottingham Forest. The model's firm projection of a home win missed entirely, though the call for fewer than 2.5 goals proved correct.
Bournemouth 0-1 Liverpool Liverpool continued their strong record in this fixture as Alexander Isak helped lead the attack to a narrow victory at the Vitality Stadium. The model rightly projected a Liverpool win and the away side scoring first, but missed on total goals exceeding 2.5.
Leeds 0-0 Crystal Palace Crystal Palace steadied their leaky defence at Elland Road to claim a scoreless draw against Leeds. The model missed on a Leeds win and both teams scoring, though the Leeds win or draw call remained intact.
Manchester City 5-3 Sunderland Manchester City maintained their perfect start in an eight-goal match against Sunderland, with Erling Haaland active in the forward line. The model landed firm calls on a Manchester City win and the opening goal, alongside over 2.5 goals.
Fulham 1-1 Manchester United Fulham held Manchester United to a draw at Craven Cottage as the visitors struggled with defensive absences including Luke Shaw and Matthijs de Ligt. The model missed the match outcome but correctly projected both teams to score and Manchester United to open the scoring.
What we got wrong
The round's most glaring failure came at the City Ground. Nottingham Forest had been unbeaten in three, while Coventry travelled having produced zero points, zero goals, and an average of just 0.5 big chances per match with injuries to key figures like Awoniyi and Amenda. The model placed high confidence behind a Nottingham Forest win and Nottingham Forest scoring first. Coventry's 1-0 victory completely defied those numbers.
The other major misread came at Tottenham. Having watched Tottenham fail to score in four consecutive league matches while Aston Villa had managed just one goal themselves, the model leaned firmly into a low-scoring match with at least one clean sheet. Instead, the two blunt attacks produced five goals between them, rendering every defensive projection inaccurate.
Matchweek 5 leaves Manchester City alone with a flawless record at the top of the table after Arsenal slipped at Brighton. At the other end, Coventry's surprise victory gets their campaign moving and shows that early defensive records can unravel quickly.
