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1. FC Kaiserslautern 4-4 1. FC Magdeburg – Result & Analysis

🎯

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2. Bundesliga · Regular Season - 6

Kick-off

Sun 28 Aug 2022

12:30

Venue

Fritz-Walter-Stadion

Competition

2. Bundesliga

Germany

Status

FT
💬 Comment 📝 Notes
📋

Poisson rates 1. FC Kaiserslautern at 46% — current form provides partial corroboration, though signals are mixed in this 1. FC Kaiserslautern vs 1. FC Magdeburg encounter.

✍️ Match Preview

Analysis

1. FC Magdeburg make the trip to Fritz-Walter-Stadion to face 1. FC Kaiserslautern in 2. Bundesliga, Regular Season - 6. The match kicks off on Sunday 28 August 2022 at 12:30 UTC.

Form

1. FC Kaiserslautern (all games): 4W 2D 1L across 7 2. Bundesliga fixtures this term — 2.00 PPG. Last five: W D W L W. Offensively they are averaging 1.57 goals per game, with 0.86 conceded. 2 clean sheets from 7 outings provides some defensive foundation. 1. FC Kaiserslautern have played only a handful of 2. Bundesliga games so far this season, so this record also draws on matches from last season.

At home at Fritz-Walter-Stadion, 1. FC Kaiserslautern have gone 2W 1D 1L this season (4 games, 1.75 PPG). At home they are averaging 1.00 goals scored and 0.75 conceded per game.

1. FC Magdeburg's overall 2. Bundesliga record this term: 1W 0D 4L from 5 games (0.60 PPG). Last five: L W L L L. Their scoring rate of 1.00 per game is modest, conceding 2.60 — not a side to back heavily on the Over 2.5 from their form alone. Conceding 2.60 per game is a high rate — their defensive vulnerabilities have been exposed regularly this season. Both teams have scored in 60% of their games — a noteworthy BTTS rate that supports the Yes market. 1. FC Magdeburg have played only a handful of 2. Bundesliga games so far this season, so this record also draws on matches from last season.

The form ledger tips toward 1. FC Kaiserslautern. A 1.40 PPG lead over 1. FC Magdeburg (2.00 vs 0.60) is a consistent enough margin to carry weight. If the win odds appear compressed, Draw No Bet offers draw insurance at a lower cost than a full switch to Double Chance.

Trading Data

1. FC Kaiserslautern goal-timing and half-time pattern breakdown (5 games): they score before half-time in 80% of fixtures; they lead at the break 60% of the time; BTTS occurs in 80% of their matches; Over 2.5 goals lands in 80% of games; Over 3.5 in 40%.

1. FC Magdeburg goal-timing and half-time pattern breakdown (5 games): they score before half-time in 100% of fixtures; BTTS occurs in 60% of their matches; Over 2.5 goals lands in 100% of games; Over 3.5 in 40%; they fail to score in 40% of games.

From a combined perspective, both sides have high BTTS rates — 1. FC Kaiserslautern 80% and 1. FC Magdeburg 60% — which reinforces the BTTS Yes angle from in-play data. Over 2.5 goals is well-supported by both sides' in-play profiles (1. FC Kaiserslautern 80% | 1. FC Magdeburg 100%).

Poisson Model

The Poisson distribution model projects 1. FC Kaiserslautern 1.58 xG and 1. FC Magdeburg 1.20 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: 1. FC Kaiserslautern attack 0.831 / defence 0.967 | 1. FC Magdeburg attack 0.874 / defence 1.217. League average goals — home 1.558 / away 1.420. 1. FC Magdeburg bring a strong defensive rating of 1.217 — this is suppressing 1. FC Kaiserslautern's projected output below what their attack strength alone would suggest. Data: 5 1. FC Kaiserslautern games / 5 1. FC Magdeburg games used (CurrentSeason).

Result probabilities: 1. FC Kaiserslautern 46% | Draw 25% | 1. FC Magdeburg 29%. Fair-value odds: 1. FC Kaiserslautern 2.17 | Draw 4.00 | 1. FC Magdeburg 3.45. 1. FC Kaiserslautern hold a narrow Poisson edge at 46% — the draw (25%) is close enough to merit draw-inclusive market consideration.

Goals markets: Over 2.5 probability 52% | BTTS probability 55% | Total xG 2.78. Over/Under 2.5 is close to a coin-flip at 52%/48% — the total xG of 2.78 sits near the 2.5 margin; this is a low-edge market from a Poisson standpoint. BTTS probability of 55% is moderate — neither team is projected to score with enough certainty to make Yes a clear standalone call.

Final Verdict

Poisson rates 1. FC Kaiserslautern as the most likely outcome at 46% — moderate model lean. Current-season form corroborates the Poisson lean — partial multi-source support. Draw probability of 25% warrants consideration of Double Chance or Draw No Bet on 1. FC Kaiserslautern if the outright odds are short. The opposing side holds a 29% win probability per the model — this is not a banker and should be staked accordingly.

The Poisson model projects 2.78 xG in total — Over 2.5 at 52% — Poisson-only — limited corroboration confidence.

Poisson assigns a 55% probability to BTTS Yes based on the attack/defence strength model. Form rates corroborate: 1. FC Kaiserslautern 50% | 1. FC Magdeburg 60% BTTS from recent games.

🔮 Your Prediction

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💡 Key Insights

Form 1. FC Kaiserslautern lead on PPG: 2.00 vs 0.60 — stronger form across the last 7 games.
Form 1. FC Kaiserslautern Poisson xG (1.58) exceeds their recent form scoring rate (1.00) — the model sees more attacking threat than recent results show.
Goals Form only shows ~1.8 goals/game but Poisson xG sum is 2.78 — underlying strength metrics suggest more goals than form results indicate.
Form Form and Poisson model both favour 1. FC Kaiserslautern — 1. FC Kaiserslautern at 46% win probability.

🏟️ Match Context

• Fixture: 1. FC Kaiserslautern vs 1. FC Magdeburg | Competition: 2. Bundesliga, Regular Season - 6 | Venue: Fritz-Walter-Stadion • Kick-off: Sunday 28 Aug 2022, 12:30 UTC • Data inputs: H2H history, form splits, prediction model signals, and market pricing

📊 Statistical Prediction

• Poisson result probabilities: 1. FC Kaiserslautern 46% | Draw 25% | 1. FC Magdeburg 29% • Poisson goal markets: Over 2.5 52% | BTTS 55% | xG 1. FC Kaiserslautern 1.58 / 1. FC Magdeburg 1.20 • Poisson strength factors: 1. FC Kaiserslautern attack 0.831 / def 0.967 | 1. FC Magdeburg attack 0.874 / def 1.217 | league avg home 1.558 / away 1.420 • Poisson stance: 1. FC Kaiserslautern (46%) — moderate lean

🧮 Prediction Model

1.58

1. FC Kaiserslautern xG

Expected Goals

1.20

1. FC Magdeburg xG

46%
25%
29%
1. FC Kaiserslautern Draw 1. FC Magdeburg

55%

BTTS

76%

Over 1.5

52%

Over 2.5

30%

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 1. FC Kaiserslautern vs 1. FC Magdeburg kick off?

1. FC Kaiserslautern vs 1. FC Magdeburg kicked off at 12:30 on Sunday 28 August 2022 at Fritz-Walter-Stadion.

What was the final score in 1. FC Kaiserslautern vs 1. FC Magdeburg?

1. FC Kaiserslautern 4 - 4 1. FC Magdeburg.

Where is 1. FC Kaiserslautern vs 1. FC Magdeburg being played?

The match is being played at Fritz-Walter-Stadion.

What competition is 1. FC Kaiserslautern vs 1. FC Magdeburg part of?

1. FC Kaiserslautern vs 1. FC Magdeburg is a Regular Season - 6 fixture in the 2. Bundesliga (Germany).

Who is favourite to win 1. FC Kaiserslautern vs 1. FC Magdeburg?

Our statistical model gives 1. FC Kaiserslautern a 46% chance of winning, 1. FC Magdeburg a 29% chance, and a 25% chance of a draw — making 1. FC Kaiserslautern the favourite.

Will both teams score in 1. FC Kaiserslautern vs 1. FC Magdeburg?

Our model estimates a 55% probability that both 1. FC Kaiserslautern and 1. FC Magdeburg will score (BTTS).

Will 1. FC Kaiserslautern vs 1. FC Magdeburg have over 2.5 goals?

Our model puts the probability of over 2.5 goals in this match at 52%.

What is the head-to-head record between 1. FC Kaiserslautern and 1. FC Magdeburg?

No recorded head-to-head meetings available in the dataset.

What form are 1. FC Kaiserslautern and 1. FC Magdeburg in?

1. FC Kaiserslautern (all comps): 4W-2D-1L in 7 | 2.00 PPG | GF 1.57 / GA 0.86 | L5 W-D-W-L-W. 1. FC Magdeburg (all comps): 1W-0D-4L in 5 | 0.60 PPG | GF 1.00 / GA 2.60 | L5 L-W-L-L-L.

🧮 Model Insight

Where the Numbers Come From

1. FC Kaiserslautern's attacking strength (0.83x league average) is weighed against 1. FC Magdeburg's defensive record (1.22x) to produce a home expected-goals figure of 1.58. Flip it around — 1. FC Magdeburg's attack (0.87x) against 1. FC Kaiserslautern's defence (0.97x) — and the away total comes out at 1.20.

These ratings are built from 5/5 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 13.3%. Close behind: 2-1 (9.3%), 1-0 (8.3%). Those top three scorelines alone account for 31% of the model's total probability mass — a relatively concentrated, predictable distribution for this fixture.

Most Likely Outcome

1. FC Kaiserslautern Win

46%

1. FC Kaiserslautern

2.17

25%

Draw

4.02

29%

1. FC Magdeburg

3.44

Top 3 Most Likely Scorelines

1 – 1

11.8%

Draw

Most likely

1 – 0

9.8%

Home win

2 – 1

9.3%

Home win

Expected Goals & Win Odds

1.58

1. FC Kaiserslautern xG

Total xG

2.78

1.20

1. FC Magdeburg xG

46%
25%
29%
1. FC KaiserslauternDraw1. FC Magdeburg

2.17

46%

Home win

4.02

25%

Draw

3.44

29%

Away win

Goals Markets

76%

Over 1.5

1.32

24%

Under 1.5

4.17

52%

Over 2.5

1.92

48%

Under 2.5

2.08

30%

Over 3.5

3.33

70%

Under 3.5

1.43

15%

Over 4.5

6.67

85%

Under 4.5

1.18

Match Markets

Both Teams to Score

55%

BTTS Yes

1.80

45%

BTTS No

2.24

Clean Sheet

30%

1. FC Kaiserslautern

3.32

21%

1. FC Magdeburg

4.84

Win to Nil

14%

1. FC Kaiserslautern

7.21

6%

1. FC Magdeburg

16.65

Score Probability Matrix (%)

H \ A 0 1 2 3 4 5
0 6.2 7.5 4.5 1.8 0.5 0.1
1 9.8 11.8 7.1 2.8 0.8 0.2
2 7.7 9.3 5.6 2.2 0.7 0.2
3 4.1 4.9 2.9 1.2 0.4 0.1
4 1.6 1.9 1.2 0.5 0.1
5 0.5 0.6 0.4 0.1

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

Model Internals
λ Home (xG) 1.576
λ Away (xG) 1.200
Total xG 2.776
League avg home goals 1.558
League avg away goals 1.420
1. FC Kaiserslautern attack strength 0.831
1. FC Kaiserslautern defence strength 0.967
1. FC Magdeburg attack strength 0.874
1. FC Magdeburg defence strength 1.217
Data phase CurrentSeason
Games used (H/A) 5 / 5

❓ Frequently Asked Questions

What is the most likely scoreline for 1. FC Kaiserslautern vs 1. FC Magdeburg?

Our Poisson model rates 1-1 as the single most likely exact scoreline, at 13.3%.

How many goals are 1. FC Kaiserslautern and 1. FC Magdeburg expected to score?

The model projects 1.58 expected goals for 1. FC Kaiserslautern and 1.20 for 1. FC Magdeburg, a combined total of 2.78.

How confident is the prediction model for 1. FC Kaiserslautern vs 1. FC Magdeburg?

Not very — the model's leading outcome sits at just 46%, meaning this is rated as a genuinely open contest with no dominant favourite.

📈 Form Insight

Recent Form Overview

Across their last 5 outings, 1. FC Kaiserslautern have picked up 2.00 PPG on a 3W 1D 1L record — W-D-W-L-W across the most recent five. It's still early in the season for 1. FC Kaiserslautern, so this record blends in a handful of games from last season too.

1. FC Magdeburg's form line: 1W 0D 4L from 5 games, 0.60 PPG, last five L-W-L-L-L. It's still early in the season for 1. FC Magdeburg, so this record blends in a handful of games from last season too.

Put side by side, 1. FC Kaiserslautern are the form team by 1.40 points per game — a gap wide enough to matter, though form alone rarely tells the whole story against 1. FC Magdeburg.

Attack vs Defence

1. FC Kaiserslautern are averaging 1.80 goals scored and 1.20 conceded per game recently; 1. FC Magdeburg are on 1.00 scored and 2.60 conceded.

On BTTS specifically: 1. FC Kaiserslautern have seen both teams score in 80% of their recent games; 1. FC Magdeburg in 60%.

Last 5 Results — 2. Bundesliga

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

1. FC Kaiserslautern

1. FC Kaiserslautern

Early Season
W D W L W
1. FC Magdeburg

1. FC Magdeburg

Early Season
L W L L L
5 Played 5
3/1/1 W / D / L 1/0/4
2.00 Points Per Game 0.60
1.80 Avg Goals Scored 1.00
1.20 Avg Goals Conceded 2.60
3.00 Avg Goals / Game 3.60
0 Clean Sheets 0
4 BTTS 3
4 Over 2.5 Games 5
1. FC Kaiserslautern

1. FC Kaiserslautern

W
A SpVgg Greuther Fürth
3–1 HT 0–1
21 Aug
L
H SC Paderborn 07
0–1 HT 0–0
12 Aug
W
H FC St. Pauli
2–1 HT 1–0
07 Aug
D
A Holstein Kiel
2–2 HT 1–0
23 Jul
W
H Hannover 96
2–1 HT 1–0
15 Jul
1. FC Magdeburg

1. FC Magdeburg

L
H Hannover 96
0–4 HT 0–2
19 Aug
L
A FC St. Pauli
0–3 HT 0–2
14 Aug
L
H Holstein Kiel
1–2 HT 1–1
07 Aug
W
A Karlsruher SC
3–2 HT 3–0
24 Jul
L
H Fortuna Düsseldorf
1–2 HT 0–1
16 Jul

❓ Frequently Asked Questions

What form are 1. FC Kaiserslautern and 1. FC Magdeburg in coming into this match?

1. FC Kaiserslautern have gone 3W 1D 1L in their last 5 games (2.00 PPG), while 1. FC Magdeburg have gone 1W 0D 4L in their last 5 (0.60 PPG).

⚔️ Rivalry Insight

The Rivalry So Far

These sides have met 8 times that we have on record, stretching back to August 2022 — a rivalry that has played out across roughly 3 years. Every recorded meeting has come in 2. Bundesliga. They last met on 17 May 2026, roughly 3 months ago.

Notable Numbers

For context on how one-sided this fixture can get: 1. FC Magdeburg won 4-1 on 2 Dec 2023, the biggest margin either side has managed in the series.

Specifically as hosts in this fixture, 1. FC Kaiserslautern have gone 1W 2D 1L from 4 meetings on their own ground against 1. FC Magdeburg — worth weighing alongside the overall series record.

Last 8 Meetings

1. FC Kaiserslautern

2

1. FC Kaiserslautern

2

Draws

1. FC Magdeburg

4

1. FC Magdeburg

Recent Meetings

1. FC Magdeburg
0–1
17 May 26
1. FC Kaiserslautern
1. FC Kaiserslautern
2–3
20 Dec 25
1. FC Magdeburg
1. FC Magdeburg
2–0
06 Apr 25
1. FC Kaiserslautern
1. FC Kaiserslautern
2–2
03 Nov 24
1. FC Magdeburg
1. FC Kaiserslautern
4–1
04 May 24
1. FC Magdeburg
1. FC Magdeburg
4–1
02 Dec 23
1. FC Kaiserslautern
1. FC Magdeburg
2–0
03 Mar 23
1. FC Kaiserslautern
1. FC Kaiserslautern
4–4
28 Aug 22
1. FC Magdeburg

❓ Frequently Asked Questions

What is the head-to-head record between 1. FC Kaiserslautern and 1. FC Magdeburg?

From 8 meetings on record, 1. FC Kaiserslautern have won 2, 1. FC Magdeburg have won 4, and 2 have been drawn.

When did 1. FC Kaiserslautern and 1. FC Magdeburg last play each other?

They last met on 17 May 2026, when 1. FC Magdeburg 0-1 1. FC Kaiserslautern.

Who has won more matches between 1. FC Kaiserslautern and 1. FC Magdeburg?

1. FC Magdeburg have the better head-to-head record, with 4 wins from 8 meetings.

📈 Trading Insight

Early Goal Trends

1. FC Kaiserslautern are typically involved in an early goal — the half-time board shows at least one in 80% of their matches. They've gone in front at half-time 60% of the time, though they've let that lead slip 20% of the time they've held it — worth watching if they're only ahead by one. They've also shown some fight from behind, salvaging a draw or win after trailing at half-time in 20% of those situations.

1. FC Magdeburg are typically involved in an early goal — the half-time board shows at least one in 100% of their matches.

Full-Time Markets

BTTS has landed consistently for both sides recently — 80% for 1. FC Kaiserslautern, 60% for 1. FC Magdeburg — a strong two-way scoring signal.

Goals have flowed in these teams' recent matches — Over 2.5 has landed at 80% for 1. FC Kaiserslautern and 100% for 1. FC Magdeburg. Stepping up a level, Over 3.5 has also landed reasonably often — 40% and 40% respectively — worth a look for goal-hungry markets.

On the defensive side: 1. FC Magdeburg in 40%.

📈

Current season: same league only. Previous season: all leagues (covers promoted/relegated teams). All = any venue  |  Venue = 1. FC Kaiserslautern home games / 1. FC Magdeburg away games. HT metrics require half-time score data β€” shown as β€” where unavailable.

1. FC Kaiserslautern 1. FC Kaiserslautern Early Season
Metric All
(5 games)
Venue
(2 games)
Half-Time Metrics
1+ Goal Before HT 4/5
(80%)
1/2
(50%)
2+ Goals Before HT 0/5
(0%)
0/2
(0%)
0-0 HT → 1+ Goal 2nd Half 1/1
(100%)
1/1
(100%)
0-0 HT → 2+ Goals 2nd Half 0/1
(0%)
0/1
(0%)
Winning at HT 3/5
(60%)
1/2
(50%)
Lost Lead (Win HT → No Win FT) 1/5
(20%)
0/2
(0%)
Came From Behind (Lose HT → Draw/Win FT) 1/5
(20%)
0/2
(0%)
Full-Time Metrics
BTTS 4/5
(80%)
1/2
(50%)
Over 2.5 Goals 4/5
(80%)
1/2
(50%)
Over 3.5 Goals 2/5
(40%)
0/2
(0%)
Clean Sheet 0/5
(0%)
0/2
(0%)
Failed to Score 1/5
(20%)
1/2
(50%)
1. FC Magdeburg 1. FC Magdeburg Early Season
Metric All
(5 games)
Venue
(2 games)
Half-Time Metrics
1+ Goal Before HT 5/5
(100%)
2/2
(100%)
2+ Goals Before HT 4/5
(80%)
2/2
(100%)
0-0 HT → 1+ Goal 2nd Half β€” β€”
0-0 HT → 2+ Goals 2nd Half β€” β€”
Winning at HT 1/5
(20%)
1/2
(50%)
Lost Lead (Win HT → No Win FT) 0/5
(0%)
0/2
(0%)
Came From Behind (Lose HT → Draw/Win FT) 0/5
(0%)
0/2
(0%)
Full-Time Metrics
BTTS 3/5
(60%)
1/2
(50%)
Over 2.5 Goals 5/5
(100%)
2/2
(100%)
Over 3.5 Goals 2/5
(40%)
1/2
(50%)
Clean Sheet 0/5
(0%)
0/2
(0%)
Failed to Score 2/5
(40%)
1/2
(50%)

❓ Frequently Asked Questions

Do both teams usually score when 1. FC Kaiserslautern play 1. FC Magdeburg?

Yes — based on recent matches, both teams have scored in 80% of 1. FC Kaiserslautern's games and 60% of 1. FC Magdeburg's, a combined rate that favours BTTS Yes.

Is 1. FC Kaiserslautern vs 1. FC Magdeburg usually a high-scoring fixture?

Recent trends suggest it could be — Over 2.5 goals has landed in 80% of 1. FC Kaiserslautern's matches and 100% of 1. FC Magdeburg's.

Do 1. FC Kaiserslautern and 1. FC Magdeburg tend to score early?

1. FC Kaiserslautern have had a goal before half-time in 80% of their recent matches, 1. FC Magdeburg in 100% — a useful reference point for first-half goal markets.

📰

1. FC Kaiserslautern and 1. FC Magdeburg share the spoils in a 4-4 draw.

📝 Match Report

How It Unfolded

1. FC Kaiserslautern and 1. FC Magdeburg finished level at 4-4 at Fritz-Walter-Stadion, Regular Season - 6, in the 2. Bundesliga. 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 1. FC Kaiserslautern 1.58 xG and 1. FC Magdeburg 1.20 xG, a combined 2.78. The scoreboard read 4-4 for 8 actual goals. 1. FC Kaiserslautern beat their projection by 2.4 — clinical relative to the chances the model priced in. 1. FC Magdeburg outscored their 1.20 projection by 2.8. Those figures were built on strength ratings of 1. FC Kaiserslautern attack 0.83 / defence 0.97 against 1. FC Magdeburg attack 0.87 / defence 1.22, drawn from 5/5 games (CurrentSeason).

On the result, the model split it 1. FC Kaiserslautern 46% | Draw 25% | 1. FC Magdeburg 29%, with 1. FC Kaiserslautern to win its most likely call at 46%. Instead the game produced a draw, an outcome the model had rated at just 25% — a clear break from expectation and a genuine upset by the numbers.

Goals & Markets

The model rated Over 2.5 goals at 52%. The game delivered 8, so it went over — a call the model got right. Over 1.5 had been 76% and landed. Over 3.5 was 30% and came in. On both teams to score, the model sat at 55% and the match saw both sides score — another call in the model's favour. Historically the two sides average 90% Over 2.5 across their same-competition games (1. FC Kaiserslautern 80%, 1. FC Magdeburg 100%), a base rate that agreed with today's over. Their combined BTTS history runs at 70%, which matched the both-scored outcome.

Trading Patterns vs Reality

1. FC Kaiserslautern's trading profile (5 games) set some clear expectations: BTTS lands in 80% of their matches — today it did.

1. FC Magdeburg's trading profile (5 games) set some clear expectations: BTTS lands in 60% of their matches — today it did.

Form vs Result

On form, 1. FC Kaiserslautern arrived the stronger side — 2.00 PPG against 0.60. The form guide was only half-right: the stronger side did not lose, but could not convert the edge into a win. 1. FC Kaiserslautern scored 4 against a 1.80 average — above their attacking norm and shipped 4 against a 1.20 concession average — a leakier day than usual. 1. FC Magdeburg scored 4 against a 1.00 average — above their attacking norm and shipped 4 against a 2.60 concession average — a leakier day than usual.

Verdict

Grading the result against the stored data, 2 of 4 pre-match signals came in: result (miss), Over 2.5 (hit), BTTS (hit), form (miss). The model got the gist right while missing on the margins.

💡 Key Insights

Model Over/Under 2.5 landed as modelled — 52% Over 2.5 probability, 8 goals scored.
Model BTTS matched the model — 55% projected, both teams scored.
Trading Trading data backed up — the sides average 90% Over 2.5 historically, and this 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.