Tottenham 3-1 Bournemouth – Result & Analysis
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Poisson model rates Tottenham at 44%, yet in-form Bournemouth provide a compelling counter-argument — this Tottenham vs Bournemouth fixture contains genuine analytical tension.
✍️ Match Preview
Full Analysis
Tottenham Hotspur Stadium plays host to Tottenham versus Bournemouth in Premier League, Regular Season - 20. Kick-off: Sunday 31 December 2023 at 14:00 UTC.
Form & Momentum
Tottenham have collected 1.30 PPG across 10 Premier League outings this season: 4W 1D 5L. Last five: L W W W L. Offensively they are averaging 1.90 goals per game, with 2.00 conceded. However, 2.00 goals conceded per game is a concern — opposing attacks have exploited them regularly. 1 clean sheet from 10 outings provides some defensive foundation. Both teams have scored in 90% of their matches — an extremely high rate that makes BTTS Yes a well-supported standalone angle from their form alone. This season is still relatively young for Tottenham, so this record blends games from this season and last.
Tottenham's home record at Tottenham Hotspur Stadium: 6W 0D 4L from 10 Premier League appearances (1.80 PPG). At home they are averaging 1.80 goals scored and 1.50 conceded per game. Both teams have scored in 80% of their home games — an outstanding BTTS rate that is a key data point for this fixture. Their home PPG of 1.80 is noticeably stronger than their overall 1.30 — Tottenham are significantly better at Tottenham Hotspur Stadium than their overall form suggests.
Bournemouth's overall Premier League record this term: 7W 1D 2L from 10 games (2.20 PPG). Last five: D W W W W. Their attacking form is sharp — 2.20 goals per game is a high-output rate that commands respect in the goals markets. 4 clean sheets in 10 outings (40%) underlines their defensive solidity. Both teams have scored in 60% of their games — a noteworthy BTTS rate that supports the Yes market. This season is still relatively young for Bournemouth, so this record blends games from this season and last.
When travelling in Premier League this season, Bournemouth have posted 4W 1D 5L from 10 away outings — 1.30 PPG. Away from home they average 1.60 goals scored and 2.10 conceded per game. BTTS has landed in 60% of their away games — meaningful support for the Yes angle in this specific context. Their away PPG of 1.30 is notably below their overall 2.20 — form away from home has been a clear weakness this season.
Bournemouth arrive in superior form — a 0.90 PPG advantage (2.20 vs 1.30) that offsets much of the home-ground benefit. The away side are the form pick, with draw protection the sensible way to manage the home-field uncertainty.
In terms of goals, both squads have been finding the net consistently (using home/away splits) — Tottenham have seen both teams score in 80% of their games, Bournemouth in 60%. That combined rate is a strong statistical case for BTTS Yes as a standalone play.
H2H History
Form and model data should carry more weight here — the historical record is too balanced to provide a directional steer. From 3 meetings: Tottenham 2W, Bournemouth 1W, 0D.
Attacking output has been a hallmark of this fixture. At 4.0 goals per game across 3 meetings, the Over 2.5 has a statistically grounded case from the head-to-head record alone. The most recent clash, on 26 Aug 2023, ended 2–0 with Tottenham winning.
With the win record balanced, the strongest H2H-derived signal is in the goals market. At 4.0 goals per game historically, Over 2.5 is the cleaner angle to extract from the head-to-head data.
Trading Data
Tottenham goal-timing and half-time pattern breakdown (56 games, 27 at home): BTTS occurs in 63% of their matches (home games); Over 2.5 goals lands in 63% of games (home games); Over 3.5 in 43%.
Bournemouth goal-timing and half-time pattern breakdown (56 games, 27 at away): BTTS occurs in 44% of their matches (away games); Over 2.5 goals lands in 59% of games (away games); Over 3.5 in 36%; they fail to score in 39% of games.
BTTS rates are mixed from the trading data — Tottenham 66% versus Bournemouth 43%; no strong lean in either direction. The over/under 2.5 picture is inconclusive from the in-play data (Tottenham 64% | Bournemouth 55%).
Poisson Model
The Poisson distribution model projects Tottenham 2.00 xG and Bournemouth 1.77 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 1.049 / defence 1.074 | Bournemouth attack 1.203 / defence 1.128. League average goals — home 1.687 / away 1.372. Bournemouth have an above-average attack strength of 1.203 — the away xG of 1.77 is driven by genuine attacking quality on the road. Data: 57 Tottenham games / 56 Bournemouth games used (CurrentSeason).
Result probabilities: Tottenham 44% | Draw 21% | Bournemouth 35%. Fair-value odds: Tottenham 2.27 | Draw 4.76 | Bournemouth 2.86. This is a low-confidence result — no outcome exceeds 45%. The draw at 21% is a primary outcome, not an afterthought.
Goals markets: Over 2.5 probability 73% | BTTS probability 72% | Total xG 3.77. Over 2.5 is the model's clear signal at 73% — a total xG of 3.77 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 72% reflects that both xG figures (2.00 / 1.77) are above the threshold where scoring blanks become the primary outcome — both sides are projected to find the net.
Picks & Verdict
On the Poisson output, Tottenham are the pick at 44% — marginal model lean. Note a divergence: in-form Bournemouth (2.20 PPG) cuts against the Poisson lean — consider the strength-adjusted model over surface-level form results. The opposing side holds a 35% win probability per the model — this is not a banker and should be staked accordingly.
The Poisson model projects 3.77 xG in total — Over 2.5 at 73% — strong confidence, supported by form averaging 3.5 goals per game and H2H averaging 4.0 goals per meeting.
Poisson assigns a 72% probability to BTTS Yes based on the attack/defence strength model. Form rates corroborate: Tottenham 80% | Bournemouth 60% BTTS from recent games.
The outsider holds a 35% win probability per the model — this is not a banker and should not be treated as one. Proportionate stakes are appropriate given the genuine contest the data projects.
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💡 Key Insights
🏟️ Match Context
• Fixture: Tottenham vs Bournemouth | Competition: Premier League, Regular Season - 20 | Venue: Tottenham Hotspur Stadium • Kick-off: Sunday 31 Dec 2023, 14:00 UTC • Data inputs: H2H history, form splits, prediction model signals, and market pricing
📊 Statistical Prediction
• Poisson result probabilities: Tottenham 44% | Draw 21% | Bournemouth 35% • Poisson goal markets: Over 2.5 73% | BTTS 72% | xG Tottenham 2.00 / Bournemouth 1.77 • Poisson strength factors: Tottenham attack 1.049 / def 1.074 | Bournemouth attack 1.203 / def 1.128 | league avg home 1.687 / away 1.372 • Poisson stance: Tottenham (44%) — low confidence — close contest
🧮 Prediction Model
2.00
Tottenham xG
Expected Goals
1.77
Bournemouth xG
72%
BTTS
89%
Over 1.5
73%
Over 2.5
52%
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 Bournemouth kick off?
Tottenham vs Bournemouth kicked off at 14:00 on Sunday 31 December 2023 at Tottenham Hotspur Stadium.
What was the final score in Tottenham vs Bournemouth?
Tottenham 3 - 1 Bournemouth.
Where is Tottenham vs Bournemouth being played?
The match is being played at Tottenham Hotspur Stadium.
What competition is Tottenham vs Bournemouth part of?
Tottenham vs Bournemouth is a Regular Season - 20 fixture in the Premier League (England).
Who is favourite to win Tottenham vs Bournemouth?
Our statistical model gives Tottenham a 44% chance of winning, Bournemouth a 35% chance, and a 21% chance of a draw — making Tottenham the favourite.
Will both teams score in Tottenham vs Bournemouth?
Our model estimates a 72% probability that both Tottenham and Bournemouth will score (BTTS).
Will Tottenham vs Bournemouth have over 2.5 goals?
Our model puts the probability of over 2.5 goals in this match at 73%.
What is the head-to-head record between Tottenham and Bournemouth?
Record (3 meetings): Tottenham 2W | Draws 0 | Bournemouth 1W.
What form are Tottenham and Bournemouth in?
Tottenham (all comps): 4W-1D-5L in 10 | 1.30 PPG | GF 1.90 / GA 2.00 | L5 L-W-W-W-L. Bournemouth (all comps): 7W-1D-2L in 10 | 2.20 PPG | GF 2.20 / GA 1.40 | L5 D-W-W-W-W.
🧮 Model Insight
Behind the Numbers
The model rates Tottenham's attack at 1.05x the league average against Bournemouth's defence at 1.13x — combine the two and it projects 2.00 expected goals for the hosts. Flip it around — Bournemouth's attack (1.20x) against Tottenham's defence (1.07x) — and the away total comes out at 1.77.
These ratings are built from 57/56 games of current-season data — a full enough sample to trust.
Scoreline Breakdown
Of every possible scoreline, 1-1 carries the highest individual probability at 9.2% — still a long way from a near-certainty, which says something about how open this one is on paper. Close behind: 2-1 (8.1%), 1-2 (7.2%). Together the top three scorelines make up 25% of the probability — a moderately spread distribution, typical of a competitive match-up.
Most Likely Outcome
Tottenham Win
44%
2.28
21%
4.70
35%
2.86
Top 3 Most Likely Scorelines
1 – 1
8.2%
Draw
Most likely
2 – 1
8.1%
Home win
1 – 2
7.2%
Away win
Expected Goals & Win Odds
2.00
Tottenham xG
Total xG
3.77
1.77
Bournemouth xG
2.28
44%
Home win
4.70
21%
Draw
2.86
35%
Away win
Goals Markets
89%
Over 1.5
1.12
11%
Under 1.5
9.09
73%
Over 2.5
1.37
27%
Under 2.5
3.70
52%
Over 3.5
1.92
48%
Under 3.5
2.08
33%
Over 4.5
3.03
67%
Under 4.5
1.49
Match Markets
Both Teams to Score
72%
BTTS Yes
1.39
28%
BTTS No
3.54
Clean Sheet
17%
5.89
14%
7.37
Win to Nil
7%
13.46
5%
21.08
Score Probability Matrix (%)
| H \ A | 0 | 1 | 2 | 3 | 4 | 5 |
|---|---|---|---|---|---|---|
| 0 | 2.3 | 4.1 | 3.6 | 2.1 | 1.0 | 0.3 |
| 1 | 4.6 | 8.2 | 7.2 | 4.3 | 1.9 | 0.7 |
| 2 | 4.6 | 8.1 | 7.2 | 4.3 | 1.9 | 0.7 |
| 3 | 3.1 | 5.4 | 4.8 | 2.8 | 1.3 | 0.4 |
| 4 | 1.5 | 2.7 | 2.4 | 1.4 | 0.6 | 0.2 |
| 5 | 0.6 | 1.1 | 1.0 | 0.6 | 0.3 | 0.1 |
Green = home win · Grey = draw · Amber = away win · Outlined cell = most likely score
▶ Model Internals
❓ Frequently Asked Questions
What is the most likely scoreline for Tottenham vs Bournemouth?
Our Poisson model rates 1-1 as the single most likely exact scoreline, at 9.2%.
How many goals are Tottenham and Bournemouth expected to score?
The model projects 2.00 expected goals for Tottenham and 1.77 for Bournemouth, a combined total of 3.77.
How confident is the prediction model for Tottenham vs Bournemouth?
Not very — the model's leading outcome sits at just 44%, meaning this is rated as a genuinely open contest with no dominant favourite.
📈 Form Insight
The Form Picture
Tottenham's recent record stands at 28W 9D 19L from 56 games, a 1.66 PPG return, with L-W-W-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.
Bournemouth, meanwhile, have gone 18W 10D 28L across 56 games — 1.14 PPG, with D-W-W-W-W in their last five. The sample for Bournemouth is still a mix of this season and last, given how young the current campaign is.
The points-per-game comparison favours Tottenham by 0.52 — a real, if not enormous, edge over Bournemouth heading into this one.
Home & Away Splits
At home specifically, Tottenham have managed 17W 1D 9L from 27 games — 1.93 PPG in front of their own supporters.
Bournemouth's away record stands at 9W 3D 15L across 27 trips, a 1.11 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.
Scoring & Defensive Trends
Tottenham are averaging 1.88 goals scored and 1.61 conceded per game recently; Bournemouth are on 1.14 scored and 1.84 conceded.
On BTTS specifically: Tottenham have seen both teams score in 66% of their recent games.
Last 56 Results — Premier League
Current season: same league only · Previous season: all leagues (covers promoted/relegated teams)
Tottenham
Blended
Bournemouth
Blended
❓ Frequently Asked Questions
What form are Tottenham and Bournemouth in coming into this match?
Tottenham have gone 28W 9D 19L in their last 56 games (1.66 PPG), while Bournemouth have gone 18W 10D 28L in their last 56 (1.14 PPG).
Which team has the better venue record — Tottenham at home or Bournemouth away?
Tottenham's home record (1.93 PPG) is the stronger of the two venue-specific splits — Tottenham at home: 1.93 PPG; Bournemouth away: 1.11 PPG.
⚔️ Rivalry Insight
History of the Fixture
On record, these two have faced off 8 times since October 2022 — enough meetings to establish some real patterns. Every recorded meeting has come in Premier League. They last met on 7 January 2026, roughly 6 months ago.
Records & Recent Trends
Bournemouth go into this on the back of 2 straight wins in the series — the current momentum sits squarely with them.
Specifically as hosts in this fixture, Tottenham have gone 1W 1D 2L from 4 meetings on their own ground against Bournemouth — worth weighing alongside the overall series record.
Last 8 Meetings
3
Tottenham
1
Draws
4
Bournemouth
Recent Meetings
❓ Frequently Asked Questions
What is the head-to-head record between Tottenham and Bournemouth?
From 8 meetings on record, Tottenham have won 3, Bournemouth have won 4, and 1 have been drawn.
When did Tottenham and Bournemouth last play each other?
They last met on 7 January 2026, when Bournemouth 3-2 Tottenham.
Who has won more matches between Tottenham and Bournemouth?
Bournemouth have the better head-to-head record, with 4 wins from 8 meetings.
📈 Trading Insight
Goals & Clean Sheets
BTTS sits in mixed territory for this pairing — Tottenham 63%, Bournemouth 44% — no strong lean either way from the trading data alone.
Goals have flowed in these teams' recent matches — Over 2.5 has landed at 63% for Tottenham and 59% for Bournemouth. Stepping up a level, Over 3.5 has also landed reasonably often — 30% and 44% respectively — worth a look for goal-hungry markets.
On the defensive side: Bournemouth in 37%.
Current season: same league only. Previous season: all leagues (covers promoted/relegated teams). All = any venue | Venue = Tottenham home games / Bournemouth away games. HT metrics require half-time score data — shown as — where unavailable.
❓ Frequently Asked Questions
Do both teams usually score when Tottenham play Bournemouth?
Not especially — both teams scoring has occurred in only 63% of Tottenham's recent matches and 44% of Bournemouth's, a rate that leans toward BTTS No.
Is Tottenham vs Bournemouth usually a high-scoring fixture?
Recent trends suggest it could be — Over 2.5 goals has landed in 63% of Tottenham's matches and 59% of Bournemouth's.
Tottenham cruise to a comfortable 3-1 victory over Bournemouth.
📝 Match Report
How It Unfolded
Tottenham beat Bournemouth 3-1 at Tottenham Hotspur Stadium, Regular Season - 20, in the Premier League. That is the final score; the rest of this report grades it against what the data forecast beforehand.
The Model vs The Result
The Poisson model went into this projecting Tottenham 2.00 xG and Bournemouth 1.77 xG, a combined 3.77. The scoreboard read 3-1 for 4 actual goals. Tottenham beat their projection by 1.0 — clinical relative to the chances the model priced in. Those figures were built on strength ratings of Tottenham attack 1.05 / defence 1.07 against Bournemouth attack 1.20 / defence 1.13, drawn from 57/56 games (CurrentSeason).
On the result, the model split it Tottenham 44% | Draw 21% | Bournemouth 35%, with Tottenham to win its most likely call at 44%. The scoreboard confirmed the model's leading pick.
Goals & Markets
The model rated Over 2.5 goals at 73%. The game delivered 4, so it went over — the model's lean was correct. Over 1.5 had been 89% and landed. Over 3.5 was 52% and came in. On both teams to score, the model sat at 72% and the match saw both sides score — another call in the model's favour. Historically the two sides average 60% Over 2.5 across their same-competition games (Tottenham 64%, Bournemouth 55%), a base rate that agreed with today's over. Their combined BTTS history runs at 54%, which matched the both-scored outcome.
Trading Patterns vs Reality
Tottenham's trading profile (56 games, 27 home) set some clear expectations: BTTS lands in 66% of their matches — today it did.
Bournemouth's trading profile (56 games, 27 away) set some clear expectations: BTTS lands in 43% of their matches — today it did.
Form vs Result
On form, Tottenham arrived the stronger side — 1.66 PPG against 1.14. The form guide was vindicated by the result. Tottenham (home/away splits) scored 3 against a 1.85 average — above their attacking norm. Bournemouth (home/away splits) shipped 3 against a 2.19 concession average — a leakier day than usual.
Verdict
Grading the result against the stored data, 4 of 4 pre-match signals came in: result (hit), Over 2.5 (hit), BTTS (hit), form (hit). The data earned its keep here, calling the bulk of the fixture correctly.
💡 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.