Tottenham 4-1 Aston Villa – Result & Analysis
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Poisson model rates Tottenham at 50%, yet other data sources diverge — this Tottenham vs Aston Villa fixture contains genuine analytical tension.
✍️ Match Preview
Analysis & Preview
A Premier League encounter, Regular Season - 10 sees Aston Villa travel to Tottenham Hotspur Stadium to take on Tottenham. The game is scheduled for Sunday 3 November 2024, 14:00 UTC.
Form Analysis
Looking at all fixtures this season, Tottenham stand at 5W 1D 4L from 10 Premier League matches — 1.60 PPG. Last five: W W L W L. They are averaging 2.10 goals per game — a high-scoring output that makes them a genuine attacking threat in any fixture. 3 clean sheets from 10 outings provides some defensive foundation. This season is still relatively young for Tottenham, so this record blends games from this season and last.
Tottenham's form when playing at home: 7W 0D 3L across 10 games at Tottenham Hotspur Stadium this term (2.10 PPG). They are averaging 2.30 goals per home game — a prolific scoring rate in front of their own fans. Both teams have scored in 70% of their home games — an outstanding BTTS rate that is a key data point for this fixture. Their home PPG of 2.10 is noticeably stronger than their overall 1.60 — Tottenham are significantly better at Tottenham Hotspur Stadium than their overall form suggests.
Across all Premier League games this season, Aston Villa have recorded 5W 3D 2L from 10 outings — 1.80 PPG. Last five: W D D W D. They are scoring at 1.60 per game and conceding 1.60. 1 clean sheet from 10 outings suggests some defensive organisation. Both teams have scored in 70% of their games — a noteworthy BTTS rate that supports the Yes market. This season is still relatively young for Aston Villa, so this record blends games from this season and last.
Aston Villa away from home this season: 5W 2D 3L from 10 away games — 1.70 PPG on the road. Away from home they average 1.60 goals scored and 1.80 conceded per game. Both teams have scored in 70% of their away matches — a high BTTS rate on the road that directly informs this fixture.
The form comparison is too close to call — 1.60 PPG (Tottenham) versus 1.80 (Aston Villa). When the figures are this level, no pick can be reliably derived from recent results alone.
Both teams score in over 70% of each side's relevant games (using home/away splits). At that combined rate, BTTS Yes is as well-evidenced as it gets — the data strongly backs two-way scoring.
H2H Record
The H2H landscape is flat: 6 previous encounters have yielded 3 wins for Tottenham, 3 for Aston Villa and 0 draws. A neutral reading in isolation.
The 6 previous encounters between these sides have been high-scoring affairs — 3.2 goals per contest on average. Historical precedent backs the Over 2.5 goals market. The most recent clash, on 10 Mar 2024, ended 4–0 with Tottenham winning.
With the win record balanced, the strongest H2H-derived signal is in the goals market. At 3.2 goals per game historically, Over 2.5 is the cleaner angle to extract from the head-to-head data.
In-Play Profile
Tottenham in-play tendencies (47 games, 23 at home): BTTS occurs in 78% of their matches (home games); Over 2.5 goals lands in 83% of games (home games); Over 3.5 in 45%.
Aston Villa in-play tendencies (47 games, 23 at away): BTTS occurs in 65% of their matches (away games); Over 2.5 goals lands in 70% of games (away games); Over 3.5 in 55%.
From a combined perspective, both sides have high BTTS rates — Tottenham 68% and Aston Villa 68% — which reinforces the BTTS Yes angle from in-play data. Over 2.5 goals is well-supported by both sides' in-play profiles (Tottenham 77% | Aston Villa 70%).
Poisson Model
The Poisson distribution model projects Tottenham 2.08 xG and Aston Villa 1.50 xG. These expected goals figures are the primary input: they feed a goal-probability matrix across all scoreline combinations to derive the result and market probabilities below. Underlying strength ratings: Tottenham attack 1.325 / defence 0.901 | Aston Villa attack 1.202 / defence 1.003. League average goals — home 1.563 / away 1.381. Tottenham carry an above-average attack strength of 1.325 — their λ of 2.08 reflects genuine attacking quality above the league norm. Aston Villa have an above-average attack strength of 1.202 — the away xG of 1.50 is driven by genuine attacking quality on the road. Data: 47 Tottenham games / 47 Aston Villa games used (CurrentSeason).
Result probabilities: Tottenham 50% | Draw 22% | Aston Villa 27%. Fair-value odds: Tottenham 2.00 | Draw 4.55 | Aston Villa 3.70. Tottenham hold a narrow Poisson edge at 50% — the draw (22%) is close enough to merit draw-inclusive market consideration.
Goals markets: Over 2.5 probability 69% | BTTS probability 68% | Total xG 3.57. Over 2.5 is the model's clear signal at 69% — a total xG of 3.57 means the expected score alone exceeds the 2.5 threshold, making the Over not just likely but structurally supported by both sides' attack/defence profiles. BTTS Yes at 68% reflects that both xG figures (2.08 / 1.50) are above the threshold where scoring blanks become the primary outcome — both sides are projected to find the net.
Analysis Verdict
On the Poisson output, Tottenham are the pick at 50% — moderate model lean. With a 22% draw probability, Draw No Bet on Tottenham offers a more defensible entry point than the straight win.
On the goals line, Poisson's 3.57 combined xG gives a 69% probability to Over 2.5 — strong, supported by form averaging 3.5 goals per game and H2H averaging 3.2 goals per meeting.
Poisson assigns a 68% probability to BTTS Yes based on the attack/defence strength model. Form rates corroborate: Tottenham 70% | Aston Villa 70% BTTS from recent games.
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💡 Key Insights
🏟️ Match Context
• Fixture: Tottenham vs Aston Villa | Competition: Premier League, Regular Season - 10 | Venue: Tottenham Hotspur Stadium • Kick-off: Sunday 3 Nov 2024, 14:00 UTC • Data inputs: H2H history, form splits, prediction model signals, and market pricing
📊 Statistical Prediction
• Poisson result probabilities: Tottenham 50% | Draw 22% | Aston Villa 27% • Poisson goal markets: Over 2.5 69% | BTTS 68% | xG Tottenham 2.08 / Aston Villa 1.50 • Poisson strength factors: Tottenham attack 1.325 / def 0.901 | Aston Villa attack 1.202 / def 1.003 | league avg home 1.563 / away 1.381 • Poisson stance: Tottenham (50%) — moderate lean
🎲 Betting Market Intelligence
• Odds data is not currently available for this fixture
🧮 Prediction Model
2.08
Tottenham xG
Expected Goals
1.50
Aston Villa xG
68%
BTTS
88%
Over 1.5
69%
Over 2.5
48%
Over 3.5
Full score-by-score matrix & model internals in the "Full Poisson Detail" section below ↓
⚠️ This analysis is generated algorithmically from statistical data and is intended for informational purposes only. It does not constitute betting advice. Please gamble responsibly.
❓ Frequently Asked Questions
What time does Tottenham vs Aston Villa kick off?
Tottenham vs Aston Villa kicked off at 14:00 on Sunday 3 November 2024 at Tottenham Hotspur Stadium.
What was the final score in Tottenham vs Aston Villa?
Tottenham 4 - 1 Aston Villa.
Where is Tottenham vs Aston Villa being played?
The match is being played at Tottenham Hotspur Stadium.
What competition is Tottenham vs Aston Villa part of?
Tottenham vs Aston Villa is a Regular Season - 10 fixture in the Premier League (England).
Who is favourite to win Tottenham vs Aston Villa?
Our statistical model gives Tottenham a 50% chance of winning, Aston Villa a 27% chance, and a 22% chance of a draw — making Tottenham the favourite.
Will both teams score in Tottenham vs Aston Villa?
Our model estimates a 68% probability that both Tottenham and Aston Villa will score (BTTS).
Will Tottenham vs Aston Villa have over 2.5 goals?
Our model puts the probability of over 2.5 goals in this match at 69%.
What is the head-to-head record between Tottenham and Aston Villa?
Record (6 meetings): Tottenham 3W | Draws 0 | Aston Villa 3W.
What form are Tottenham and Aston Villa in?
Tottenham (all comps): 5W-1D-4L in 10 | 1.60 PPG | GF 2.10 / GA 1.00 | L5 W-W-L-W-L. Aston Villa (all comps): 5W-3D-2L in 10 | 1.80 PPG | GF 1.60 / GA 1.60 | L5 W-D-D-W-D.
What do the betting odds say about Tottenham vs Aston Villa?
Odds data is not currently available for this fixture.
🧮 Model Insight
How the Model Works This Match
Working from Tottenham's attack rating (1.32) and Aston Villa's defence rating (1.00), the model arrives at 2.08 expected goals for the home side. The same calculation in reverse, Aston Villa's attack versus Tottenham's defence, projects 1.50 expected goals for the visitors.
These ratings are built from 47/47 games of current-season data — a full enough sample to trust.
The Exact-Score Picture
Run the expected-goals figures through the full scoreline distribution and 1-1 emerges as the single most likely result, at 9.9%. Close behind: 2-1 (9.1%), 2-2 (6.8%). Together the top three scorelines make up 26% of the probability — a moderately spread distribution, typical of a competitive match-up.
Most Likely Outcome
Tottenham Win
50%
1.98
22%
4.48
27%
3.68
Top 3 Most Likely Scorelines
2 – 1
9.1%
Home win
Most likely
1 – 1
8.7%
Draw
2 – 2
6.8%
Draw
Expected Goals & Win Odds
2.08
Tottenham xG
Total xG
3.57
1.50
Aston Villa xG
1.98
50%
Home win
4.48
22%
Draw
3.68
27%
Away win
Goals Markets
87%
Over 1.5
1.15
13%
Under 1.5
7.69
69%
Over 2.5
1.45
31%
Under 2.5
3.23
48%
Over 3.5
2.08
52%
Under 3.5
1.92
29%
Over 4.5
3.45
71%
Under 4.5
1.41
Match Markets
Both Teams to Score
68%
BTTS Yes
1.46
32%
BTTS No
3.17
Clean Sheet
22%
4.46
13%
7.97
Win to Nil
11%
8.84
3%
29.31
Score Probability Matrix (%)
| H \ A | 0 | 1 | 2 | 3 | 4 | 5 |
|---|---|---|---|---|---|---|
| 0 | 2.8 | 4.2 | 3.1 | 1.6 | 0.6 | 0.2 |
| 1 | 5.8 | 8.7 | 6.5 | 3.3 | 1.2 | 0.4 |
| 2 | 6.1 | 9.1 | 6.8 | 3.4 | 1.3 | 0.4 |
| 3 | 4.2 | 6.3 | 4.7 | 2.3 | 0.9 | 0.3 |
| 4 | 2.2 | 3.3 | 2.4 | 1.2 | 0.5 | 0.1 |
| 5 | 0.9 | 1.4 | 1.0 | 0.5 | 0.2 | 0.1 |
Green = home win · Grey = draw · Amber = away win · White ring = most likely score
▶ Model Internals
❓ Frequently Asked Questions
What is the most likely scoreline for Tottenham vs Aston Villa?
Our Poisson model rates 1-1 as the single most likely exact scoreline, at 9.9%.
How many goals are Tottenham and Aston Villa expected to score?
The model projects 2.08 expected goals for Tottenham and 1.50 for Aston Villa, a combined total of 3.57.
How confident is the prediction model for Tottenham vs Aston Villa?
Not very — the model's leading outcome sits at just 50%, meaning this is rated as a genuinely open contest with no dominant favourite.
📈 Form Insight
Form at a Glance
Tottenham's recent record stands at 24W 7D 16L from 47 games, a 1.68 PPG return, with W-W-L-W-L in the last five. The sample for Tottenham is still a mix of this season and last, given how young the current campaign is.
Aston Villa, meanwhile, have gone 25W 11D 11L across 47 games — 1.83 PPG, with W-D-D-W-D in their last five. The sample for Aston Villa is still a mix of this season and last, given how young the current campaign is.
Form-wise this is close to level: Tottenham on 1.68 PPG, Aston Villa on 1.83. Other factors will likely decide this one more than recent results.
Venue Form
At home specifically, Tottenham have managed 16W 0D 7L from 23 games — 2.09 PPG in front of their own supporters. That's noticeably better than their 1.68 PPG overall — Tottenham are a different proposition at home than their general record suggests.
Aston Villa's away record stands at 11W 5D 7L across 23 trips, a 1.65 PPG haul.
Comparing the two in their relevant venue splits, Tottenham come out ahead — a more targeted read than the overall PPG figures above, since it strips out games played in the opposite context.
Goals in Recent Form
Tottenham are averaging 1.96 goals scored and 1.51 conceded per game recently; Aston Villa are on 1.96 scored and 1.53 conceded. Both sides have been scoring freely, which tends to support the goals markets running hot in this fixture.
On BTTS specifically: Tottenham have seen both teams score in 68% of their recent games; Aston Villa in 68%.
Last 47 Results — Premier League
Current season: same league only · Previous season: all leagues (covers promoted/relegated teams)
Tottenham
Blended
Aston Villa
Blended
❓ Frequently Asked Questions
What form are Tottenham and Aston Villa in coming into this match?
Tottenham have gone 24W 7D 16L in their last 47 games (1.68 PPG), while Aston Villa have gone 25W 11D 11L in their last 47 (1.83 PPG).
Which team has the better venue record — Tottenham at home or Aston Villa away?
Tottenham's home record (2.09 PPG) is the stronger of the two venue-specific splits — Tottenham at home: 2.09 PPG; Aston Villa away: 1.65 PPG.
⚔️ Rivalry Insight
Fixture History
10 meetings separate these sides on the data we hold, the series stretching back to October 2021. Every recorded meeting has come in Premier League. The two were last together as recently as 3 May 2026, so this form is fresh in the memory.
Streaks & Records
The biggest gap between the sides came on 9 Apr 2022, when Tottenham won 0-4 — the largest margin of victory on record between these two.
Tottenham's record when hosting Aston Villa specifically: 2W 0D 3L from 5 games — a narrower, venue-specific slice of the head-to-head picture.
Last 10 Meetings
5
Tottenham
0
Draws
5
Aston Villa
Recent Meetings
❓ Frequently Asked Questions
What is the head-to-head record between Tottenham and Aston Villa?
From 10 meetings on record, Tottenham have won 5, Aston Villa have won 5, and 0 have been drawn.
When did Tottenham and Aston Villa last play each other?
They last met on 3 May 2026, when Aston Villa 1-2 Tottenham.
📈 Trading Insight
Full-Time Trends
Both teams scoring has been the norm for this pairing lately — Tottenham at 78%, Aston Villa at 65%. That combined rate makes BTTS Yes a well-supported trading angle.
Goals have flowed in these teams' recent matches — Over 2.5 has landed at 83% for Tottenham and 70% for Aston Villa. Stepping up a level, Over 3.5 has also landed reasonably often — 44% and 44% respectively — worth a look for goal-hungry markets.
Current season: same league only. Previous season: all leagues (covers promoted/relegated teams). All = any venue | Venue = Tottenham home games / Aston Villa away games. HT metrics require half-time score data — shown as — where unavailable.
❓ Frequently Asked Questions
Do both teams usually score when Tottenham play Aston Villa?
Yes — based on recent matches, both teams have scored in 78% of Tottenham's games and 65% of Aston Villa's, a combined rate that favours BTTS Yes.
Is Tottenham vs Aston Villa usually a high-scoring fixture?
Recent trends suggest it could be — Over 2.5 goals has landed in 83% of Tottenham's matches and 70% of Aston Villa's.
Dominant Tottenham run riot with a 4-1 hammering of Aston Villa.
📝 Match Report
How It Unfolded
Tottenham beat Aston Villa 4-1 at Tottenham Hotspur Stadium, Regular Season - 10, in the Premier League. With the result on the board, the sections below measure it against everything the model and the numbers projected in advance.
The Model vs The Result
The Poisson model went into this projecting Tottenham 2.08 xG and Aston Villa 1.50 xG, a combined 3.57. The scoreboard read 4-1 for 5 actual goals. Tottenham beat their projection by 1.9 — clinical relative to the chances the model priced in. Those figures were built on strength ratings of Tottenham attack 1.32 / defence 0.90 against Aston Villa attack 1.20 / defence 1.00, drawn from 47/47 games (CurrentSeason).
On the result, the model split it Tottenham 50% | Draw 22% | Aston Villa 27%, with Tottenham to win its most likely call at 50%. That is exactly how it finished — the model's leading outcome was vindicated.
Goals & Markets
The model rated Over 2.5 goals at 69%. The game delivered 5, so it went over — a call the model got right. Over 1.5 had been 88% and landed. Over 3.5 was 48% and came in. On both teams to score, the model sat at 68% and the match saw both sides score — another call in the model's favour. Historically the two sides average 73% Over 2.5 across their same-competition games (Tottenham 77%, Aston Villa 70%), a base rate that agreed with today's over. Their combined BTTS history runs at 68%, which matched the both-scored outcome.
Trading Patterns vs Reality
Tottenham's trading profile (47 games, 23 home) set some clear expectations: BTTS lands in 68% of their matches — today it did.
Aston Villa's trading profile (47 games, 23 away) set some clear expectations: BTTS lands in 68% of their matches — today it did.
Form vs Result
The form lines were close — Tottenham 1.68 PPG, Aston Villa 1.83 PPG — offering no strong steer, and the Tottenham win broke the near-deadlock. Tottenham (home/away splits) scored 4 against a 2.13 average — above their attacking norm. Aston Villa (home/away splits) shipped 4 against a 1.65 concession average — a leakier day than usual.
Verdict
Grading the result against the stored data, 3 of 3 pre-match signals came in: result (hit), Over 2.5 (hit), BTTS (hit). The numbers read this fixture well — the outcome largely followed the script the data laid out beforehand.
💡 Key Insights
⚠️ This match report is generated algorithmically from the final score, our prediction model, and each team's historical form and trading data. Analysis is for informational purposes only.