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Swindon Town 5-0 Grimsby – Result & Analysis

🎯

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League Two · Regular Season - 27

Kick-off

Sat 14 Jan 2023

15:00

Venue

The County Ground

Competition

League Two

England

Status

FT
💬 Comment 📡 Chat 📝 Notes
📋

Poisson model rates Swindon Town at 44%, yet other data sources diverge — this Swindon Town vs Grimsby fixture contains genuine analytical tension.

✍️ Match Preview

Pre-Match Analysis

Swindon Town and Grimsby meet at The County Ground in League Two, Regular Season - 27. This fixture gets under way on Saturday 14 January 2023 at 15:00 UTC.

Form & Momentum

Swindon Town have collected 1.20 PPG across 10 League Two outings this season: 3W 3D 4L. Last five: D W L W L. They are averaging 1.10 goals per game and conceding 1.10 — a modest attacking output that tempers optimism on the Over 2.5 market. 2 clean sheets from 10 outings provides some defensive foundation. This season is still relatively young for Swindon Town, so this record blends games from this season and last.

Swindon Town's form when playing at home: 5W 2D 3L across 10 games at The County Ground this term (1.70 PPG). At home they are averaging 1.30 goals scored and 0.90 conceded per game. 4 home clean sheets from 10 games (40%) — a solid defensive base on their own ground. Their home PPG of 1.70 is noticeably stronger than their overall 1.20 — Swindon Town are significantly better at The County Ground than their overall form suggests.

Grimsby's overall League Two record this term: 2W 2D 6L from 10 games (0.80 PPG). Last five: L W L L W. Their scoring rate of 0.90 per game is modest, conceding 1.60 — not a side to back heavily on the Over 2.5 from their form alone. 2 clean sheets from 10 outings suggests some defensive organisation. 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 Grimsby, so this record blends games from this season and last.

Grimsby away from home this season: 5W 1D 4L from 10 away games — 1.60 PPG on the road. Away from home they average 1.30 goals scored and 1.00 conceded per game. Their away PPG of 1.60 exceeds their overall 0.80 — they actually perform better on the road than their aggregate form implies.

Neither side holds a meaningful form edge. The 1.20 vs 0.80 PPG split is negligible — model and market signals should carry more analytical weight for this one.

Head-to-Head

Neither side has dominated this fixture. The last 1 head-to-head meetings have produced 1 wins for Swindon Town, 0 for Grimsby and 0 draws — an even split that leaves the H2H largely neutral as a betting input.

Attacking output has been a hallmark of this fixture. At 3.0 goals per game across 1 meetings, the Over 2.5 has a statistically grounded case from the head-to-head record alone. The most recent clash, on 24 Sep 2022, ended 2–1 with Swindon Town winning.

With the win record balanced, the strongest H2H-derived signal is in the goals market. At 3.0 goals per game historically, Over 2.5 is the cleaner angle to extract from the head-to-head data.

Trading

Swindon Town half-time and goal-timing data (23 games, 11 at home): they score before half-time in 64% of fixtures in home games; when goalless at HT, a second-half goal follows 75% of the time; BTTS occurs in 54% of their matches (home games); Over 2.5 goals lands in 46% of games (home games).

Grimsby half-time and goal-timing data (23 games, 11 at away): they score before half-time in 46% of fixtures in away games; when goalless at HT, a second-half goal follows 82% of the time; BTTS occurs in 46% of their matches (away games); Over 2.5 goals lands in 36% of games (away games).

BTTS rates are mixed from the trading data — Swindon Town 52% versus Grimsby 56%; no strong lean in either direction. Under 2.5 goals has backing from the in-play data — both teams register low Over 2.5 rates (Swindon Town 35% | Grimsby 44%).

Poisson Model

The Poisson distribution model projects Swindon Town 1.27 xG and Grimsby 0.95 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: Swindon Town attack 0.936 / defence 0.939 | Grimsby attack 0.911 / defence 1.141. League average goals — home 1.186 / away 1.116. Data: 71 Swindon Town games / 23 Grimsby games used (CurrentSeason).

Result probabilities: Swindon Town 44% | Draw 28% | Grimsby 28%. Fair-value odds: Swindon Town 2.27 | Draw 3.57 | Grimsby 3.57. This is a low-confidence result — no outcome exceeds 45%. The draw at 28% is a primary outcome, not an afterthought.

Goals markets: Over 2.5 probability 38% | BTTS probability 44% | Total xG 2.22. Under 2.5 has a narrow probability edge at 62% — total xG of 2.22 is below the line but not decisively so. BTTS probability of 44% is moderate — neither team is projected to score with enough certainty to make Yes a clear standalone call.

Final Verdict

Poisson rates Swindon Town as the most likely outcome at 44% — marginal model lean. Draw probability of 28% warrants consideration of Double Chance or Draw No Bet on Swindon Town if the outright odds are short. The opposing side holds a 28% win probability per the model — this is not a banker and should be staked accordingly.

Poisson projects 2.22 total expected goals, pointing to Under 2.5 at 38% probability — Poisson-only — limited corroboration conviction.

On the BTTS market, Poisson puts 44% on No. Form rates are neutral: Swindon Town 50% | Grimsby 50%.

🔮 Your Prediction

Sign in to submit your prediction and see how it compares to the rest of the community.

💡 Key Insights

H2H The H2H record is evenly balanced (1W–0D–0W), with no clear historical advantage.
BTTS H2H BTTS history (100%) is contradicted by Poisson (44%) — recent defensive form has changed the dynamic.
Form Grimsby Poisson xG (0.95) is below their form scoring rate (1.30) — home defensive strength is discounting away goal expectation.
Goals Poisson Over 2.5 probability is only 38% — the model points to an Under 2.5 outcome.

🏟️ Match Context

• Fixture: Swindon Town vs Grimsby | Competition: League Two, Regular Season - 27 | Venue: The County Ground • Kick-off: Saturday 14 Jan 2023, 15:00 UTC • Data inputs: H2H history, form splits, prediction model signals, and market pricing

📊 Statistical Prediction

• Poisson result probabilities: Swindon Town 44% | Draw 28% | Grimsby 28% • Poisson goal markets: Over 2.5 38% | BTTS 44% | xG Swindon Town 1.27 / Grimsby 0.95 • Poisson strength factors: Swindon Town attack 0.936 / def 0.939 | Grimsby attack 0.911 / def 1.141 | league avg home 1.186 / away 1.116 • Poisson stance: Swindon Town (44%) — low confidence — close contest

🧮 Prediction Model

1.27

Swindon Town xG

Expected Goals

0.95

Grimsby xG

44%
28%
28%
Swindon Town Draw Grimsby

44%

BTTS

65%

Over 1.5

38%

Over 2.5

18%

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 Swindon Town vs Grimsby kick off?

Swindon Town vs Grimsby kicked off at 15:00 on Saturday 14 January 2023 at The County Ground.

What was the final score in Swindon Town vs Grimsby?

Swindon Town 5 - 0 Grimsby.

Where is Swindon Town vs Grimsby being played?

The match is being played at The County Ground.

What competition is Swindon Town vs Grimsby part of?

Swindon Town vs Grimsby is a Regular Season - 27 fixture in the League Two (England).

Who is favourite to win Swindon Town vs Grimsby?

Our statistical model gives Swindon Town a 44% chance of winning, Grimsby a 28% chance, and a 28% chance of a draw — making Swindon Town the favourite.

Will both teams score in Swindon Town vs Grimsby?

Our model estimates a 44% probability that both Swindon Town and Grimsby will score (BTTS).

Will Swindon Town vs Grimsby have over 2.5 goals?

Our model puts the probability of over 2.5 goals in this match at 38%.

What is the head-to-head record between Swindon Town and Grimsby?

Record (1 meetings): Swindon Town 1W | Draws 0 | Grimsby 0W.

What form are Swindon Town and Grimsby in?

Swindon Town (all comps): 3W-3D-4L in 10 | 1.20 PPG | GF 1.10 / GA 1.10 | L5 D-W-L-W-L. Grimsby (all comps): 2W-2D-6L in 10 | 0.80 PPG | GF 0.90 / GA 1.60 | L5 L-W-L-L-W.

🧮 Model Insight

Behind the Numbers

Swindon Town's attacking strength (0.94x league average) is weighed against Grimsby's defensive record (1.14x) to produce a home expected-goals figure of 1.27. Flip it around — Grimsby's attack (0.91x) against Swindon Town's defence (0.94x) — and the away total comes out at 0.95.

These ratings are built from 71/23 games of current-season data — a full enough sample to trust.

Most Likely Scorelines

The model's single most probable exact score is 1-1, at 14.8%. Close behind: 0-0 (12.6%), 1-0 (12.0%). Those top three scorelines alone account for 39% of the model's total probability mass — a relatively concentrated, predictable distribution for this fixture.

Most Likely Outcome

Swindon Town Win

44%

Swindon Town

2.30

28%

Draw

3.51

28%

Grimsby

3.57

Top 3 Most Likely Scorelines

1 – 0

13.7%

Home win

Most likely

1 – 1

13.1%

Draw

0 – 0

10.9%

Draw

Expected Goals & Win Odds

1.27

Swindon Town xG

Total xG

2.22

0.95

Grimsby xG

44%
28%
28%
Swindon TownDrawGrimsby

2.30

44%

Home win

3.51

28%

Draw

3.57

28%

Away win

Goals Markets

65%

Over 1.5

1.54

35%

Under 1.5

2.86

38%

Over 2.5

2.63

62%

Under 2.5

1.61

18%

Over 3.5

5.56

82%

Under 3.5

1.22

7%

Over 4.5

14.29

93%

Under 4.5

1.08

Match Markets

Both Teams to Score

44%

BTTS Yes

2.26

56%

BTTS No

1.79

Clean Sheet

38%

Swindon Town

2.60

28%

Grimsby

3.55

Win to Nil

17%

Swindon Town

5.97

8%

Grimsby

12.68

Score Probability Matrix (%)

H \ A 0 1 2 3 4 5
0 10.9 10.4 4.9 1.6 0.4 0.1
1 13.7 13.1 6.3 2.0 0.5 0.1
2 8.7 8.3 4.0 1.3 0.3 0.1
3 3.7 3.5 1.7 0.5 0.1
4 1.2 1.1 0.5 0.2
5 0.3 0.3 0.1

Green = home win Β· Grey = draw Β· Amber = away win Β· Outlined cell = most likely score

Model Internals
λ Home (xG) 1.266
λ Away (xG) 0.955
Total xG 2.221
League avg home goals 1.186
League avg away goals 1.116
Swindon Town attack strength 0.936
Swindon Town defence strength 0.939
Grimsby attack strength 0.911
Grimsby defence strength 1.141
Data phase CurrentSeason
Games used (H/A) 71 / 23

❓ Frequently Asked Questions

What is the most likely scoreline for Swindon Town vs Grimsby?

Our Poisson model rates 1-1 as the single most likely exact scoreline, at 14.8%.

How many goals are Swindon Town and Grimsby expected to score?

The model projects 1.27 expected goals for Swindon Town and 0.95 for Grimsby, a combined total of 2.22.

How confident is the prediction model for Swindon Town vs Grimsby?

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

Across their last 23 outings, Swindon Town have picked up 1.61 PPG on a 10W 7D 6L record — D-W-L-W-L across the most recent five. The sample for Swindon Town is still a mix of this season and last, given how young the current campaign is.

Grimsby's form line: 8W 6D 9L from 23 games, 1.30 PPG, last five L-W-L-L-W. The sample for Grimsby is still a mix of this season and last, given how young the current campaign is.

There isn't much between them on recent form — 1.61 PPG for Swindon Town against 1.30 for Grimsby. Neither side arrives with a clear form advantage.

Home & Away Splits

On home soil, Swindon Town have posted 1.64 PPG from 11 outings (5W 3D 3L).

On the road, Grimsby have gone 5W 1D 5L from 11 away games — 1.45 PPG when travelling.

Scoring & Defensive Trends

Swindon Town are averaging 1.22 goals scored and 0.96 conceded per game recently; Grimsby are on 1.13 scored and 1.17 conceded.

Last 23 Results — League Two

Current season: same league only · Previous season: all leagues (covers promoted/relegated teams)

Swindon Town

Swindon Town

Blended
D W L W L
Grimsby

Grimsby

Blended
L W L L W
23 Played 23
10/7/6 W / D / L 8/6/9
1.61 Points Per Game 1.30
1.22 Avg Goals Scored 1.13
0.96 Avg Goals Conceded 1.17
2.17 Avg Goals / Game 2.30
7 Clean Sheets 7
12 BTTS 13
8 Over 2.5 Games 10
Swindon Town

Swindon Town

L
A Colchester
0–1 HT 0–1
01 Jan
W
A Northampton
2–1 HT 1–0
29 Dec
L
H Walsall
1–2 HT 1–1
26 Dec
W
A Barrow
1–0 HT 1–0
17 Dec
D
H AFC Wimbledon
0–0 HT 0–0
10 Dec
L
A Crawley Town
0–2 HT 0–0
03 Dec
L
H Crewe
0–1 HT 0–1
19 Nov
D
H Tranmere
1–1 HT 1–1
12 Nov
W
A Mansfield Town
5–2 HT 2–2
29 Oct
D
A Bradford
1–1 HT 0–1
25 Oct
W
H Hartlepool
2–1 HT 2–1
22 Oct
W
H Colchester
1–0 HT 0–0
15 Oct
L
A Stevenage
0–2 HT 0–1
08 Oct
W
H Newport County
1–0 HT 0–0
04 Oct
L
H Northampton
1–2 HT 0–0
01 Oct
W
A Grimsby
2–1 HT 2–1
24 Sep
W
A Doncaster
1–0 HT 0–0
17 Sep
W
H Sutton Utd
3–2 HT 2–2
13 Sep
D
A Gillingham
0–0 HT 0–0
03 Sep
D
A Stockport County
1–1 HT 0–0
27 Aug
W
H Rochdale
3–0 HT 1–0
20 Aug
D
H Leyton Orient
1–1 HT 1–1
16 Aug
D
A Carlisle
1–1 HT 1–1
13 Aug
Grimsby

Grimsby

W
H Stockport County
1–0 HT 0–0
01 Jan
L
H Salford City
1–4 HT 1–4
29 Dec
L
A Harrogate Town
2–3 HT 1–1
26 Dec
W
H Tranmere
2–1 HT 1–0
10 Dec
L
A AFC Wimbledon
0–1 HT 0–0
03 Dec
D
H Stevenage
1–1 HT 0–0
19 Nov
L
H Doncaster
1–3 HT 0–1
12 Nov
L
A Hartlepool
1–2 HT 1–0
29 Oct
L
A Barrow
0–1 HT 0–0
25 Oct
D
H Bradford
0–0 HT 0–0
22 Oct
W
A Stockport County
3–1 HT 2–1
15 Oct
W
H Crawley Town
3–0 HT 1–0
08 Oct
D
A Salford City
1–1 HT 1–1
01 Oct
L
H Carlisle
1–2 HT 0–2
27 Sep
L
H Swindon Town
1–2 HT 1–2
24 Sep
W
A Colchester
1–0 HT 0–0
17 Sep
D
H Gillingham
1–1 HT 1–1
13 Sep
W
A Newport County
2–0 HT 0–0
03 Sep
W
A Walsall
2–1 HT 0–1
27 Aug
D
H Sutton Utd
0–0 HT 0–0
20 Aug
W
A Rochdale
1–0 HT 0–0
13 Aug
D
H Northampton
1–1 HT 0–0
06 Aug
L
A Leyton Orient
0–2 HT 0–0
30 Jul

❓ Frequently Asked Questions

What form are Swindon Town and Grimsby in coming into this match?

Swindon Town have gone 10W 7D 6L in their last 23 games (1.61 PPG), while Grimsby have gone 8W 6D 9L in their last 23 (1.30 PPG).

Which team has the better venue record — Swindon Town at home or Grimsby away?

Swindon Town's home record (1.64 PPG) is the stronger of the two venue-specific splits — Swindon Town at home: 1.64 PPG; Grimsby away: 1.45 PPG.

Have Swindon Town or Grimsby been keeping clean sheets recently?

Swindon Town have kept a clean sheet in 30% of their recent games, Grimsby in 30%.

⚔️ Rivalry Insight

History of the Fixture

On record, these two have faced off 8 times since September 2022 — enough meetings to establish some real patterns. Every recorded meeting has come in League Two. They last met on 25 April 2026, roughly 3 months ago.

Records & Recent Trends

For context on how one-sided this fixture can get: Swindon Town won 5-0 on 14 Jan 2023, the biggest margin either side has managed in the series.

Specifically as hosts in this fixture, Swindon Town have gone 3W 1D 0L from 4 meetings on their own ground against Grimsby — worth weighing alongside the overall series record.

Last 8 Meetings

Swindon Town

5

Swindon Town

1

Draws

Grimsby

2

Grimsby

Recent Meetings

Grimsby
4–0
25 Apr 26
Swindon Town
Swindon Town
2–2
22 Nov 25
Grimsby
Grimsby
0–4
18 Apr 25
Swindon Town
Swindon Town
3–1
21 Dec 24
Grimsby
Grimsby
2–0
20 Apr 24
Swindon Town
Swindon Town
2–1
30 Sep 23
Grimsby
Swindon Town
5–0
14 Jan 23
Grimsby
Grimsby
1–2
24 Sep 22
Swindon Town

❓ Frequently Asked Questions

What is the head-to-head record between Swindon Town and Grimsby?

From 8 meetings on record, Swindon Town have won 5, Grimsby have won 2, and 1 have been drawn.

When did Swindon Town and Grimsby last play each other?

They last met on 25 April 2026, when Grimsby 4-0 Swindon Town.

Who has won more matches between Swindon Town and Grimsby?

Swindon Town have the better head-to-head record, with 5 wins from 8 meetings.

📈 Trading Insight

How These Sides Start

Swindon Town are typically involved in an early goal — the half-time board shows at least one in 64% of their matches.

Grimsby see a goal before the break in 46% of their matches.

Goals & Clean Sheets

BTTS sits in mixed territory for this pairing — Swindon Town 54%, Grimsby 46% — no strong lean either way from the trading data alone.

Over 2.5 has been close to a coin-flip for both sides — 46% (Swindon Town) and 36% (Grimsby).

On the defensive side: Swindon Town keep a clean sheet in 36% of their matches; Grimsby in 27%.

📈

Current season: same league only. Previous season: all leagues (covers promoted/relegated teams). All = any venue  |  Venue = Swindon Town home games / Grimsby away games. HT metrics require half-time score data β€” shown as β€” where unavailable.

Swindon Town Swindon Town Blended
Metric All
(23 games)
Venue
(11 games)
Half-Time Metrics
1+ Goal Before HT 15/23
(65.2%)
7/11
(63.6%)
2+ Goals Before HT 8/23
(34.8%)
5/11
(45.5%)
0-0 HT → 1+ Goal 2nd Half 6/8
(75%)
3/4
(75%)
0-0 HT → 2+ Goals 2nd Half 3/8
(37.5%)
1/4
(25%)
Winning at HT 5/23
(21.7%)
2/11
(18.2%)
Lost Lead (Win HT → No Win FT) 0/23
(0%)
0/11
(0%)
Came From Behind (Lose HT → Draw/Win FT) 1/23
(4.3%)
0/11
(0%)
Full-Time Metrics
BTTS 12/23
(52.2%)
6/11
(54.5%)
Over 2.5 Goals 8/23
(34.8%)
5/11
(45.5%)
Over 3.5 Goals 2/23
(8.7%)
1/11
(9.1%)
Clean Sheet 7/23
(30.4%)
4/11
(36.4%)
Failed to Score 6/23
(26.1%)
2/11
(18.2%)
Grimsby Grimsby Blended
Metric All
(23 games)
Venue
(11 games)
Half-Time Metrics
1+ Goal Before HT 12/23
(52.2%)
5/11
(45.5%)
2+ Goals Before HT 7/23
(30.4%)
3/11
(27.3%)
0-0 HT → 1+ Goal 2nd Half 9/11
(81.8%)
6/6
(100%)
0-0 HT → 2+ Goals 2nd Half 4/11
(36.4%)
2/6
(33.3%)
Winning at HT 4/23
(17.4%)
2/11
(18.2%)
Lost Lead (Win HT → No Win FT) 1/23
(4.3%)
1/11
(9.1%)
Came From Behind (Lose HT → Draw/Win FT) 1/23
(4.3%)
1/11
(9.1%)
Full-Time Metrics
BTTS 13/23
(56.5%)
5/11
(45.5%)
Over 2.5 Goals 10/23
(43.5%)
4/11
(36.4%)
Over 3.5 Goals 4/23
(17.4%)
2/11
(18.2%)
Clean Sheet 7/23
(30.4%)
3/11
(27.3%)
Failed to Score 5/23
(21.7%)
3/11
(27.3%)

❓ Frequently Asked Questions

Do both teams usually score when Swindon Town play Grimsby?

Not especially — both teams scoring has occurred in only 54% of Swindon Town's recent matches and 46% of Grimsby's, a rate that leans toward BTTS No.

Is Swindon Town vs Grimsby usually a high-scoring fixture?

Not particularly — Over 2.5 goals has come in for only 46% of Swindon Town's recent games and 36% of Grimsby's, pointing to a tighter contest.

Do Swindon Town and Grimsby tend to score early?

Swindon Town have had a goal before half-time in 64% of their recent matches, Grimsby in 46% — a useful reference point for first-half goal markets.

📰

Dominant Swindon Town run riot with a 5-0 hammering of Grimsby.

📝 Match Report

How It Unfolded

Swindon Town beat Grimsby 5-0 at The County Ground, Regular Season - 27, in the League Two. 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 Swindon Town 1.27 xG and Grimsby 0.95 xG, a combined 2.22. The scoreboard read 5-0 for 5 actual goals. Swindon Town beat their projection by 3.7 — clinical relative to the chances the model priced in. Grimsby landed 1.0 under their projected return. Those figures were built on strength ratings of Swindon Town attack 0.94 / defence 0.94 against Grimsby attack 0.91 / defence 1.14, drawn from 71/23 games (CurrentSeason).

On the result, the model split it Swindon Town 44% | Draw 28% | Grimsby 28%, with Swindon Town to win its most likely call at 44%. That is exactly how it finished — the model's leading outcome was vindicated.

Goals & Markets

The model rated Over 2.5 goals at 38%. The game delivered 5, so it went over — the opposite of the projected direction. Over 1.5 had been 65% and landed. Over 3.5 was 18% and came in. On both teams to score, the model sat at 44% and the match did not — another call in the model's favour. Historically the two sides average 39% Over 2.5 across their same-competition games (Swindon Town 35%, Grimsby 44%), a base rate that pointed the other way from today's over. Their combined BTTS history runs at 54%, which did not match the one-sided outcome.

Trading Patterns vs Reality

Swindon Town's trading profile (23 games, 11 home) set some clear expectations: BTTS lands in 52% of their matches — today it did not; they keep a clean sheet 30% of the time, and duly kept one.

Grimsby's trading profile (23 games, 11 away) set some clear expectations: BTTS lands in 56% of their matches — today it did not; they keep a clean sheet 30% of the time, and conceded here.

Form vs Result

The form lines were close — Swindon Town 1.61 PPG, Grimsby 1.30 PPG — offering no strong steer, and the Swindon Town win broke the near-deadlock. Swindon Town (home/away splits) scored 5 against a 1.27 average — above their attacking norm and conceded 0 against a 0.91 average — tighter than their form line. Grimsby (home/away splits) managed 0 against a 1.18 scoring average — below par going forward and shipped 5 against a 1.09 concession average — a leakier day than usual.

Verdict

Grading the result against the stored data, 2 of 3 pre-match signals came in: result (hit), Over 2.5 (miss), BTTS (hit). The model got the gist right while missing on the margins.

💡 Key Insights

Model Goals market defied the model — 38% Over 2.5 probability, but 5 goals scored.
Model BTTS matched the model — 44% projected, both teams did not both score.
Trading Trading data bucked — 39% historical Over 2.5 rate, but the game went over.

⚠️ 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.