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Poisson model favours Atalanta (66%) — form and H2H data both point in the same direction as Empoli face Atalanta.
✍️ Match Preview
Analysis
Atalanta make the trip to Stadio Carlo Castellani – Computer Gross Arena to face Empoli in Serie A, Regular Season - 26. The match kicks off on Sunday 23 February 2025 at 17:00 UTC.
Form
Empoli (all games): 0W 2D 8L across 10 Serie A fixtures this term — 0.20 PPG. Last five: L D L L L. They are averaging 0.80 goals per game and conceding 2.30 — a modest attacking output that tempers optimism on the Over 2.5 market. However, 2.30 goals conceded per game is a concern — opposing attacks have exploited them regularly. Both teams have scored in 70% of their games — a high BTTS rate that carries real weight in the goals markets. This season is still relatively young for Empoli, so this record blends games from this season and last.
Empoli's form when playing at home: 1W 3D 6L across 10 games at Stadio Carlo Castellani – Computer Gross Arena this term (0.60 PPG). At home they are averaging 0.50 goals scored and 1.40 conceded per game.
Atalanta have collected 1.70 PPG across 10 Serie A outings this season: 4W 5D 1L. Last five: L W D W D. They are scoring at 1.60 per game and conceding 0.90. 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 Atalanta, so this record blends games from this season and last.
Atalanta away from home this season: 7W 3D 0L from 10 away games — 2.40 PPG on the road. They are averaging 2.00 goals per away game — strong road scoring that makes them a threat even without home support. 6 away clean sheets from 10 games (60%) — they are as difficult to score against on the road as they are at home. Their away PPG of 2.40 exceeds their overall 1.70 — they actually perform better on the road than their aggregate form implies.
On a straight form reading, Atalanta are the stronger side — 1.50 PPG clear of the hosts (1.70 vs 0.20). Backing them with draw insurance is the conservative play if the outright away price appears short.
H2H Analysis
Across the last 7 meetings, Atalanta have the stronger historical record — 6 wins to Empoli's 1, with 0 draws in the mix.
Attacking output has been a hallmark of this fixture. At 3.0 goals per game across 7 meetings, the Over 2.5 has a statistically grounded case from the head-to-head record alone. The most recent clash, on 22 Dec 2024, ended 2–3 with Atalanta winning.
The H2H provides genuine backing for the away side. Atalanta have won 6 of 7 previous encounters, and at 3.0 goals per game, the goals market also points upward. The away win and Over 2.5 combination has a historical case worth noting.
Trading & In-Play
Empoli — key trading statistics (63 games, 31 at home): they score before half-time in 45% of fixtures in home games; when goalless at HT, a second-half goal follows 71% of the time; BTTS occurs in 29% of their matches (home games); Over 2.5 goals lands in 29% of games (home games); they fail to score in 48% of games.
Atalanta — key trading statistics (63 games, 31 at away): they score before half-time in 81% of fixtures in away games; when goalless at HT, a second-half goal follows 77% of the time; two or more arrive in the second half on 54% of those occasions; BTTS occurs in 52% of their matches (away games); Over 2.5 goals lands in 61% of games (away games).
BTTS rates are mixed from the trading data — Empoli 41% versus Atalanta 56%; no strong lean in either direction. The over/under 2.5 picture is inconclusive from the in-play data (Empoli 36% | Atalanta 64%).
Poisson Model
The Poisson distribution model projects Empoli 0.55 xG and Atalanta 1.80 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: Empoli attack 0.643 / defence 1.121 | Atalanta attack 1.325 / defence 0.642. League average goals — home 1.342 / away 1.214. Empoli's attack strength of 0.643 is below the league average — the 0.55 xG projection reflects a team that scores at a discount to the division norm. Atalanta's defence strength of 0.642 is below average — they are conceding at a rate that inflates the home xG figure. Atalanta have an above-average attack strength of 1.325 — the away xG of 1.80 is driven by genuine attacking quality on the road. Data: 63 Empoli games / 63 Atalanta games used (CurrentSeason).
Result probabilities: Empoli 9% | Draw 24% | Atalanta 66%. Fair-value odds: Empoli 11.11 | Draw 4.17 | Atalanta 1.52. The model has a clear lean to Atalanta (66%) — a 57pp gap over the next-most-likely outcome reflects a meaningful statistical advantage.
Goals markets: Over 2.5 probability 42% | BTTS probability 37% | Total xG 2.36. Under 2.5 has a narrow probability edge at 58% — total xG of 2.36 is below the line but not decisively so. BTTS probability of 37% is moderate — neither team is projected to score with enough certainty to make Yes a clear standalone call.
Verdict
The Poisson model's primary lean is Atalanta at 66% — clear model lean. Current-season form corroborates the Poisson lean — partial multi-source support. Draw No Bet is worth pricing alongside the outright: 24% draw probability makes the stalemate a live outcome even at this conviction level.
On the goals line, Poisson's 2.36 combined xG gives a 42% probability to Under 2.5 — marginal — conflicting signals, supported by form averaging 2.1 goals per game — though H2H averaging only 3.0 goals per meeting points in the other direction.
The Poisson model's BTTS call is No at 37%. Form rates corroborate: Empoli 40% | Atalanta 40% BTTS from recent games.
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💡 Key Insights
🏟️ Match Context
• Fixture: Empoli vs Atalanta | Competition: Serie A, Regular Season - 26 | Venue: Stadio Carlo Castellani – Computer Gross Arena • Kick-off: Sunday 23 Feb 2025, 17:00 UTC • Data inputs: H2H history, form splits, prediction model signals, and market pricing
⚔️ Head-to-Head History
• Record (7 meetings): Empoli 1W | Draws 0 | Atalanta 6W • Goals trend: 3.00 goals/game | Total H2H goals: Empoli 5 – 16 Atalanta • H2H markets: BTTS 43% | Over 2.5 57% | Win rates: Empoli 14% / Draw 0% / Atalanta 86% • Historical edge: Atalanta dominant — 6W from 7 meetings (86% win rate) • H2H vs Poisson: both agree — Atalanta favoured. H2H win rate 86%, Poisson win probability 66% • Goals: H2H average 3.00/game (57% Over 2.5 historically), Poisson total xG 2.36 (42% Over 2.5) — broadly consistent • BTTS: H2H rate 43%, Poisson probability 37% — no strong aligned signal
📈 Recent Form
• Empoli (all comps): 0W-2D-8L in 10 | 0.20 PPG | GF 0.80 / GA 2.30 | L5 L-D-L-L-L • Atalanta (all comps): 4W-5D-1L in 10 | 1.70 PPG | GF 1.60 / GA 0.90 | L5 L-W-D-W-D • Empoli home split: 0.60 PPG from 10 | GF 0.50 / GA 1.40 | CS 2 • Atalanta away split: 2.40 PPG from 10 | GF 2.00 / GA 0.40 | CS 6 • Form edge: Atalanta lead by 1.50 PPG (1.70 vs 0.20) • xG vs form (Empoli): Poisson xG of 0.55 aligns with form scoring rate of 0.50 — consistent corroboration • xG vs form (Atalanta): Poisson xG of 1.80 aligns with form scoring rate of 2.00 — consistent corroboration • Goals margin: form ~1.7 goals/game, Poisson xG sum 2.36 (42% Over 2.5) — no strong lean either way • BTTS: mixed signals — form blend ~40% BTTS rate, Poisson probability 37% — no strong positional edge • Form vs Poisson alignment: form and model agree on Atalanta — Atalanta at 66% Poisson win probability
📊 Statistical Prediction
• Poisson result probabilities: Empoli 9% | Draw 24% | Atalanta 66% • Poisson goal markets: Over 2.5 42% | BTTS 37% | xG Empoli 0.55 / Atalanta 1.80 • Poisson strength factors: Empoli attack 0.643 / def 1.121 | Atalanta attack 1.325 / def 0.642 | league avg home 1.342 / away 1.214 • Poisson stance: Atalanta (66%) — strong lean
🎲 Betting Market Intelligence
• Odds data is not currently available for this fixture
🧮 Prediction Model
0.55
Empoli xG
Expected Goals
1.80
Atalanta xG
37%
BTTS
70%
Over 1.5
42%
Over 2.5
21%
Over 3.5
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❓ Frequently Asked Questions
What time does Empoli vs Atalanta kick off?
Empoli vs Atalanta kicked off at 17:00 on Sunday 23 February 2025 at Stadio Carlo Castellani – Computer Gross Arena.
What was the final score in Empoli vs Atalanta?
Empoli 0 - 5 Atalanta.
Where is Empoli vs Atalanta being played?
The match is being played at Stadio Carlo Castellani – Computer Gross Arena.
What competition is Empoli vs Atalanta part of?
Empoli vs Atalanta is a Regular Season - 26 fixture in the Serie A (Italy).
Who is favourite to win Empoli vs Atalanta?
Our statistical model gives Empoli a 9% chance of winning, Atalanta a 66% chance, and a 24% chance of a draw — making Atalanta the favourite.
Will both teams score in Empoli vs Atalanta?
Our model estimates a 37% probability that both Empoli and Atalanta will score (BTTS).
Will Empoli vs Atalanta have over 2.5 goals?
Our model puts the probability of over 2.5 goals in this match at 42%.
What is the head-to-head record between Empoli and Atalanta?
• Record (7 meetings): Empoli 1W | Draws 0 | Atalanta 6W • Goals trend: 3.00 goals/game | Total H2H goals: Empoli 5 – 16 Atalanta • H2H markets: BTTS 43% | Over 2.5 57% | Win rates: Empoli 14% / Draw 0% / Atalanta 86% • Historical edge: Atalanta dominant — 6W from 7 meetings (86% win rate) • H2H vs Poisson: both agree — Atalanta favoured. H2H win rate 86%, Poisson win probability 66% • Goals: H2H average 3.00/game (57% Over 2.5 historically), Poisson total xG 2.36 (42% Over 2.5) — broadly consistent • BTTS: H2H rate 43%, Poisson probability 37% — no strong aligned signal
What form are Empoli and Atalanta in?
• Empoli (all comps): 0W-2D-8L in 10 | 0.20 PPG | GF 0.80 / GA 2.30 | L5 L-D-L-L-L • Atalanta (all comps): 4W-5D-1L in 10 | 1.70 PPG | GF 1.60 / GA 0.90 | L5 L-W-D-W-D • Empoli home split: 0.60 PPG from 10 | GF 0.50 / GA 1.40 | CS 2 • Atalanta away split: 2.40 PPG from 10 | GF 2.00 / GA 0.40 | CS 6 • Form edge: Atalanta lead by 1.50 PPG (1.70 vs 0.20) • xG vs form (Empoli): Poisson xG of 0.55 aligns with form scoring rate of 0.50 — consistent corroboration • xG vs form (Atalanta): Poisson xG of 1.80 aligns with form scoring rate of 2.00 — consistent corroboration • Goals margin: form ~1.7 goals/game, Poisson xG sum 2.36 (42% Over 2.5) — no strong lean either way • BTTS: mixed signals — form blend ~40% BTTS rate, Poisson probability 37% — no strong positional edge • Form vs Poisson alignment: form and model agree on Atalanta — Atalanta at 66% Poisson win probability
What do the betting odds say about Empoli vs Atalanta?
• Odds data is not currently available for this fixture