Tottenham v Aston Villa — prediction, stats and goal analysis

Premier League · Saturday, 19 September 2026. Final score 2–3 (half-time 0–1). Rebuilt from the season as it stood that morning, our rating would have been 53% for over 2.5 goals. This match is older than our frozen ratings ledger, which keeps 30 days, so that figure is a reconstruction from pre-match data rather than a number we published at the time — a distinction worth making, because only the frozen ones prove what we actually said beforehand.

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Our ratings for this match

MarketYesNoOur call
Over 2.5 goals53%47%Over
Over 3.5 goals27%73%no pick
Both teams to score53%47%Yes

The result model puts Tottenham at 31%, the draw at 29% and Aston Villa at 40%, from expected goals of 1.06 and 1.23.

How we got this number

The league sets the starting point. Premier League has produced over 2.5 goals in 55% of its matches, and that is where a team with no record of its own would sit.

Each side's own record. Tottenham have 1 in 4 this season (0 of 2 at home), Aston Villa 2 in 4 (1 of 2 away). Those records are pulled toward the league rate with the weight of about 24 matches — enough that two or three unusual games cannot swing a rating — giving 51% and 54%.

Last season still counts, briefly. With 4 and 4 games played this season, last season's rates are still blended in and fade out entirely by game 40 — the point at which our testing showed they stop adding accuracy. A single season is part luck, so each club's record is first pulled toward the league average by 34 games' weight. That moves the two figures to 58% and 54%.

The mix. Weighted 40% home side, 40% away side and 20% league — the split that beat every alternative across 30,582 matches of testing — that gives 56%.

Head to head. These sides have met 6 times in three years, producing over 2.5 goals in 83%. That nudges the number 5% of the way toward the head-to-head pattern — deliberately small, because fixtures change more than reputations do — landing on 57%.

Goal expectation. Separately a Poisson model built from attack and defence strength — using real expected-goals data where the league has it — puts this match at 40%, from expected goals of 1.06 for Tottenham and 1.23 for Aston Villa. Folding in 30% of that view gives 52%.

Calibration. Tested against 97,729 past matches, our ratings below 55% have run consistently too pessimistic — a figure in the high 30s, for instance, has come in about four points higher. So ratings in that range are lifted part-way back, giving 53%.

This breakdown is generated from the same inputs the rating uses, so it cannot describe a calculation we did not perform. The full model is set out in the methodology.

Season form

TeamGamesO2.5O3.5BTTS
Tottenham425%0%0%
Aston Villa450%25%25%

Head to head

3 May 26Aston Villa 1–2 TottenhamO2.5
19 Oct 25Tottenham 1–2 Aston VillaO2.5
16 May 25Aston Villa 2–0 TottenhamU2.5
3 Nov 24Tottenham 4–1 Aston VillaO2.5
10 Mar 24Aston Villa 0–4 TottenhamO2.5
26 Nov 23Tottenham 1–2 Aston VillaO2.5

More: Tottenham season stats · Aston Villa season stats · Premier League table and form. Ratings are calibrated probabilities, not tips — a 60% call is expected to miss two times in five.