Empoli 0-3 Atalanta – Result & Analysis
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Poisson model favours Atalanta (38%) — 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 - 10. The match kicks off on Monday 30 October 2023 at 17:30 UTC.
Form
Empoli (all games): 2W 1D 7L across 10 Serie A fixtures this term — 0.70 PPG. Last five: L W L D W. They are averaging 0.30 goals per game and conceding 1.80 — a modest attacking output that tempers optimism on the Over 2.5 market. 3 clean sheets from 10 outings provides some defensive foundation. 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: 4W 1D 5L across 10 games at Stadio Carlo Castellani – Computer Gross Arena this term (1.30 PPG). At home they are averaging 1.00 goals scored and 1.20 conceded per game. At home, both teams have scored in only 30% of games — reinforcing BTTS No as the home-venue-backed angle. Their home PPG of 1.30 is noticeably stronger than their overall 0.70 — Empoli are significantly better at Stadio Carlo Castellani – Computer Gross Arena than their overall form suggests.
Atalanta have collected 1.90 PPG across 10 Serie A outings this season: 6W 1D 3L. Last five: W W D L W. Their attacking form is sharp — 2.00 goals per game is a high-output rate that commands respect in the goals markets. 6 clean sheets from 10 games (60%) is an exceptional defensive record — they are keeping clean sheets more often than not. This season is still relatively young for Atalanta, so this record blends games from this season and last.
Atalanta away from home this season: 4W 1D 5L from 10 away games — 1.30 PPG on the road. Away from home they average 1.60 goals scored and 1.50 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. Their away PPG of 1.30 is notably below their overall 1.90 — form away from home has been a clear weakness this season.
On a straight form reading, Atalanta are the stronger side — 1.20 PPG clear of the hosts (1.90 vs 0.70). Backing them with draw insurance is the conservative play if the outright away price appears short.
H2H Analysis
The head-to-head record is closely matched — Empoli lead 1W to 3W over the last 4 encounters, with 0 draws, though neither side has established a commanding advantage.
The 4 previous meetings have averaged 2.8 goals per game — a neutral rate that provides no strong lean on the goals market from the H2H alone. The most recent clash, on 17 Mar 2023, ended 1–2 with Atalanta winning.
The head-to-head offers no strong directional steer in either the result or goals markets. Form, the predictive model and current market pricing should carry more weight than the historical record for this fixture.
Trading & In-Play
Empoli — key trading statistics (47 games, 24 at home): they score before half-time in 50% of fixtures in home games; when goalless at HT, a second-half goal follows 83% of the time; BTTS occurs in 33% of their matches (home games); Over 2.5 goals lands in 33% of games (home games); they fail to score in 40% of games.
Atalanta — key trading statistics (47 games, 24 at away): they score before half-time in 75% of fixtures in away games; when goalless at HT, a second-half goal follows 85% of the time; two or more arrive in the second half on 54% of those occasions; BTTS occurs in 50% of their matches (away games); Over 2.5 goals lands in 46% of games (away games).
BTTS rates are mixed from the trading data — Empoli 40% versus Atalanta 53%; no strong lean in either direction. The over/under 2.5 picture is inconclusive from the in-play data (Empoli 34% | Atalanta 49%).
Poisson Model
The Poisson distribution model projects Empoli 1.03 xG and Atalanta 1.17 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 0.686 / defence 0.889 | Atalanta attack 1.129 / defence 1.096. League average goals — home 1.364 / away 1.161. Empoli's attack strength of 0.686 is below the league average — the 1.03 xG projection reflects a team that scores at a discount to the division norm. Data: 47 Empoli games / 47 Atalanta games used (CurrentSeason).
Result probabilities: Empoli 31% | Draw 31% | Atalanta 38%. Fair-value odds: Empoli 3.23 | Draw 3.23 | Atalanta 2.63. This is a low-confidence result — no outcome exceeds 45%. The draw at 31% is a primary outcome, not an afterthought.
Goals markets: Over 2.5 probability 37% | BTTS probability 45% | Total xG 2.19. Under 2.5 has a narrow probability edge at 63% — total xG of 2.19 is below the line but not decisively so. BTTS probability of 45% 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 38% — marginal model lean. Current-season form corroborates the Poisson lean — partial multi-source support. Draw probability of 31% warrants consideration of Double Chance or Draw No Bet on Atalanta if the outright odds are short. The opposing side holds a 31% win probability per the model — this is not a banker and should be staked accordingly.
On the goals line, Poisson's 2.19 combined xG gives a 37% probability to Under 2.5 — Poisson-only — limited corroboration — though H2H averaging only 2.8 goals per meeting points in the other direction.
The Poisson model's BTTS call is No at 45%. Form rates are neutral: Empoli 30% | Atalanta 70%.
The outsider holds a 31% 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: Empoli vs Atalanta | Competition: Serie A, Regular Season - 10 | Venue: Stadio Carlo Castellani – Computer Gross Arena • Kick-off: Monday 30 Oct 2023, 17:30 UTC • Data inputs: H2H history, form splits, prediction model signals, and market pricing
📊 Statistical Prediction
• Poisson result probabilities: Empoli 31% | Draw 31% | Atalanta 38% • Poisson goal markets: Over 2.5 37% | BTTS 45% | xG Empoli 1.03 / Atalanta 1.17 • Poisson strength factors: Empoli attack 0.686 / def 0.889 | Atalanta attack 1.129 / def 1.096 | league avg home 1.364 / away 1.161 • Poisson stance: Atalanta (38%) — low confidence — close contest
🧮 Prediction Model
1.03
Empoli xG
Expected Goals
1.17
Atalanta xG
45%
BTTS
65%
Over 1.5
37%
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 Empoli vs Atalanta kick off?
Empoli vs Atalanta kicked off at 17:30 on Monday 30 October 2023 at Stadio Carlo Castellani – Computer Gross Arena.
What was the final score in Empoli vs Atalanta?
Empoli 0 - 3 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 - 10 fixture in the Serie A (Italy).
Who is favourite to win Empoli vs Atalanta?
Our statistical model gives Empoli a 31% chance of winning, Atalanta a 38% chance, and a 31% chance of a draw — making Atalanta the favourite.
Will both teams score in Empoli vs Atalanta?
Our model estimates a 45% 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 37%.
What is the head-to-head record between Empoli and Atalanta?
Record (4 meetings): Empoli 1W | Draws 0 | Atalanta 3W.
What form are Empoli and Atalanta in?
Empoli (all comps): 2W-1D-7L in 10 | 0.70 PPG | GF 0.30 / GA 1.80 | L5 L-W-L-D-W. Atalanta (all comps): 6W-1D-3L in 10 | 1.90 PPG | GF 2.00 / GA 1.00 | L5 W-W-D-L-W.
🧮 Model Insight
Behind the Numbers
The model rates Empoli's attack at 0.69x the league average against Atalanta's defence at 1.10x — combine the two and it projects 1.03 expected goals for the hosts. Flip it around — Atalanta's attack (1.13x) against Empoli's defence (0.89x) — and the away total comes out at 1.17.
These ratings are built from 47/47 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 15.1% — still a long way from a near-certainty, which says something about how open this one is on paper. Close behind: 0-0 (12.9%), 0-1 (11.3%). 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
Atalanta Win
31%
3.21
31%
3.26
38%
2.62
Top 3 Most Likely Scorelines
1 – 1
13.4%
Draw
Most likely
0 – 1
13.0%
Away win
1 – 0
11.5%
Home win
Expected Goals & Win Odds
1.03
Empoli xG
Total xG
2.19
1.17
Atalanta xG
3.21
31%
Home win
3.26
31%
Draw
2.62
38%
Away win
Goals Markets
64%
Over 1.5
1.56
36%
Under 1.5
2.78
37%
Over 2.5
2.70
63%
Under 2.5
1.59
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
45%
BTTS Yes
2.22
55%
BTTS No
1.82
Clean Sheet
31%
3.21
36%
2.79
Win to Nil
10%
10.31
14%
7.31
Score Probability Matrix (%)
| H \ A | 0 | 1 | 2 | 3 | 4 | 5 |
|---|---|---|---|---|---|---|
| 0 | 11.2 | 13.0 | 7.6 | 3.0 | 0.9 | 0.2 |
| 1 | 11.5 | 13.4 | 7.8 | 3.0 | 0.9 | 0.2 |
| 2 | 5.9 | 6.9 | 4.0 | 1.6 | 0.5 | 0.1 |
| 3 | 2.0 | 2.3 | 1.4 | 0.5 | 0.2 | – |
| 4 | 0.5 | 0.6 | 0.4 | 0.1 | – | – |
| 5 | 0.1 | 0.1 | 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 Empoli vs Atalanta?
Our Poisson model rates 1-1 as the single most likely exact scoreline, at 15.1%.
How many goals are Empoli and Atalanta expected to score?
The model projects 1.03 expected goals for Empoli and 1.17 for Atalanta, a combined total of 2.19.
How confident is the prediction model for Empoli vs Atalanta?
Not very — the model's leading outcome sits at just 38%, meaning this is rated as a genuinely open contest with no dominant favourite.
📈 Form Insight
The Form Picture
Empoli come into this having played 47 games, going 12W 14D 21L for 1.06 points per game. Their last five reads L-W-L-D-W. The sample for Empoli is still a mix of this season and last, given how young the current campaign is.
On the other side, Atalanta sit at 1.70 PPG from 47 outings (24W 8D 15L), a run that reads W-W-D-L-W across their last five. The sample for Atalanta is still a mix of this season and last, given how young the current campaign is.
Atalanta carry the stronger recent form of the two, 0.64 PPG clear of Empoli — worth weighing alongside whatever the head-to-head and market data say.
Home & Away Splits
Empoli's home form reads 9W 5D 10L across 24 games on their own ground, a 1.33 PPG return.
Away from home, Atalanta have taken 1.54 points per game from 24 outings (11W 4D 9L).
Scoring & Defensive Trends
Empoli are averaging 0.85 goals scored and 1.38 conceded per game recently; Atalanta are on 1.72 scored and 1.19 conceded.
Last 47 Results — Serie A
Current season: same league only · Previous season: all leagues (covers promoted/relegated teams)
Empoli
Blended
Atalanta
Blended
❓ Frequently Asked Questions
What form are Empoli and Atalanta in coming into this match?
Empoli have gone 12W 14D 21L in their last 47 games (1.06 PPG), while Atalanta have gone 24W 8D 15L in their last 47 (1.70 PPG).
Which team has the better venue record — Empoli at home or Atalanta away?
Atalanta's away record (1.54 PPG) is the stronger of the two venue-specific splits — Empoli at home: 1.33 PPG; Atalanta away: 1.54 PPG.
Have Empoli or Atalanta been keeping clean sheets recently?
Empoli have kept a clean sheet in 26% of their recent games, Atalanta in 32%.
⚔️ Rivalry Insight
History of the Fixture
On record, these two have faced off 8 times since October 2021 — enough meetings to establish some real patterns. Every recorded meeting has come in Serie A. It has been a while since the last meeting — 23 February 2025, some 3 years back — so squads and form on both sides may look very different now.
Records & Recent Trends
There's a clear current trend here: Atalanta have taken the last 6 head-to-head results.
For context on how one-sided this fixture can get: Atalanta won 0-5 on 23 Feb 2025, the biggest margin either side has managed in the series.
Specifically as hosts in this fixture, Empoli have gone 0W 0D 4L from 4 meetings on their own ground against Atalanta — worth weighing alongside the overall series record.
Last 8 Meetings
1
Empoli
0
Draws
7
Atalanta
Recent Meetings
❓ Frequently Asked Questions
What is the head-to-head record between Empoli and Atalanta?
From 8 meetings on record, Empoli have won 1, Atalanta have won 7, and 0 have been drawn.
When did Empoli and Atalanta last play each other?
They last met on 23 February 2025, when Empoli 0-5 Atalanta.
Who has won more matches between Empoli and Atalanta?
Atalanta have the better head-to-head record, with 7 wins from 8 meetings.
📈 Trading Insight
How These Sides Start
Empoli see a goal before the break in 50% of their matches. They've gone in front at half-time 29% of the time.
Atalanta are typically involved in an early goal — the half-time board shows at least one in 75% of their matches. They've gone in front at half-time 38% of the time. They've also shown some fight from behind, salvaging a draw or win after trailing at half-time in 12% of those situations.
Goals & Clean Sheets
BTTS sits in mixed territory for this pairing — Empoli 33%, Atalanta 50% — no strong lean either way from the trading data alone.
Over 2.5 has been close to a coin-flip for both sides — 33% (Empoli) and 46% (Atalanta).
On the defensive side: Empoli keep a clean sheet in 33% of their matches; Atalanta in 33%; Empoli have failed to score in 42% of games.
Current season: same league only. Previous season: all leagues (covers promoted/relegated teams). All = any venue | Venue = Empoli home games / Atalanta away games. HT metrics require half-time score data — shown as — where unavailable.
❓ Frequently Asked Questions
Do both teams usually score when Empoli play Atalanta?
Not especially — both teams scoring has occurred in only 33% of Empoli's recent matches and 50% of Atalanta's, a rate that leans toward BTTS No.
Is Empoli vs Atalanta usually a high-scoring fixture?
Not particularly — Over 2.5 goals has come in for only 33% of Empoli's recent games and 46% of Atalanta's, pointing to a tighter contest.
Do Empoli and Atalanta tend to score early?
Empoli have had a goal before half-time in 50% of their recent matches, Atalanta in 75% — a useful reference point for first-half goal markets.
Dominant Atalanta run riot with a 0-3 hammering of Empoli.
📝 Match Report
How It Unfolded
Atalanta beat Empoli 0-3 at Stadio Carlo Castellani – Computer Gross Arena, Regular Season - 10, in the Serie A. The remainder of the report sets that outcome against the pre-match model, the markets and the teams' data profiles.
The Model vs The Result
The Poisson model went into this projecting Empoli 1.03 xG and Atalanta 1.17 xG, a combined 2.19. The scoreboard read 0-3 for 3 actual goals. Empoli fell 1.0 short of their projected output. Atalanta outscored their 1.17 projection by 1.8. Those figures were built on strength ratings of Empoli attack 0.69 / defence 0.89 against Atalanta attack 1.13 / defence 1.10, drawn from 47/47 games (CurrentSeason).
On the result, the model split it Empoli 31% | Draw 31% | Atalanta 38%, with Atalanta to win its most likely call at 38%. The result followed the model's preferred path, landing its top-rated outcome.
Goals & Markets
The model rated Over 2.5 goals at 37%. The game delivered 3, so it went over — against the model's lean. Over 1.5 had been 65% and landed. On both teams to score, the model sat at 45% and the match did not — another call in the model's favour. Historically the two sides average 41% Over 2.5 across their same-competition games (Empoli 34%, Atalanta 49%), a base rate that pointed the other way from today's over. Their combined BTTS history runs at 47%, which matched the one-sided outcome.
Trading Patterns vs Reality
Empoli's trading profile (47 games, 24 home) set some clear expectations: BTTS lands in 40% of their matches — today it did not; they fail to score in 40% of games, a blank that repeated today.
Atalanta's trading profile (47 games, 24 away) set some clear expectations: BTTS lands in 53% of their matches — today it did not; they keep a clean sheet 32% of the time, and duly kept one.
Form vs Result
On form, Atalanta arrived the stronger side — 1.70 PPG against 1.06. Form held, and they took the win. Empoli (home/away splits) managed 0 against a 0.96 scoring average — below par going forward and shipped 3 against a 1.12 concession average — a leakier day than usual. Atalanta (home/away splits) scored 3 against a 1.50 average — above their attacking norm and conceded 0 against a 1.25 average — tighter than their form line.
Verdict
Grading the result against the stored data, 3 of 4 pre-match signals came in: result (hit), Over 2.5 (miss), BTTS (hit), form (hit). Partial vindication: some calls landed, others slipped.
💡 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.