Atalanta 3-2 Spezia – Result & Analysis
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Poisson rates Atalanta at 49% — the H2H record provides partial corroboration, though signals are mixed in this Atalanta vs Spezia encounter.
✍️ Match Preview
Full Analysis
Gewiss Stadium plays host to Atalanta versus Spezia in Serie A, Regular Season - 33. Kick-off: Wednesday 3 May 2023 at 17:00 UTC.
Form & Momentum
Atalanta have collected 1.40 PPG across 10 Serie A outings this season: 4W 2D 4L. Last five: W L D W W. They are averaging 1.20 goals per game and conceding 1.30 — a modest attacking output that tempers optimism on the Over 2.5 market. 1 clean sheet from 10 outings provides some defensive foundation. Both teams have scored in 60% of their games — a high BTTS rate that carries real weight in the goals markets.
Atalanta's home record at Gewiss Stadium: 4W 1D 5L from 10 Serie A appearances (1.30 PPG). At home they are averaging 1.90 goals scored and 1.50 conceded per game. BTTS has landed in 60% of their home matches — a rate that supports the Yes angle in this fixture.
Spezia's overall Serie A record this term: 1W 5D 4L from 10 games (0.80 PPG). Last five: D D L D L. Their scoring rate of 0.70 per game is modest, conceding 1.40 — not a side to back heavily on the Over 2.5 from their form alone. 1 clean sheet from 10 outings suggests some defensive organisation.
Spezia away from home this season: 2W 4D 4L from 10 away games — 1.00 PPG on the road. Away from home they average 1.00 goals scored and 1.30 conceded per game. BTTS has landed in 60% of their away games — meaningful support for the Yes angle in this specific context.
The form ledger tips toward Atalanta. A 0.60 PPG lead over Spezia (1.40 vs 0.80) 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.
In terms of goals, both squads have been finding the net consistently (using home/away splits) — Atalanta have seen both teams score in 60% of their games, Spezia in 60%. That combined rate is a strong statistical case for BTTS Yes as a standalone play.
H2H History
The head-to-head record is closely matched — Atalanta lead 2W to 0W over the last 3 encounters, with 1 draws, though neither side has established a commanding advantage.
Attacking output has been a hallmark of this fixture. At 5.0 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 4 Jan 2023, ended 2–2 with a draw.
With the win record balanced, the strongest H2H-derived signal is in the goals market. At 5.0 goals per game historically, Over 2.5 is the cleaner angle to extract from the head-to-head data.
Trading
Atalanta half-time and goal-timing data (70 games, 34 at home): they score before half-time in 68% of fixtures in home games; when goalless at HT, a second-half goal follows 71% of the time; BTTS occurs in 68% of their matches (home games); Over 2.5 goals lands in 59% of games (home games).
Spezia half-time and goal-timing data (70 games, 34 at away): they score before half-time in 88% of fixtures in away games; when goalless at HT, a second-half goal follows 84% of the time; BTTS occurs in 50% of their matches (away games); Over 2.5 goals lands in 56% of games (away games); they fail to score in 36% of games.
BTTS rates are mixed from the trading data — Atalanta 60% versus Spezia 53%; no strong lean in either direction. The over/under 2.5 picture is inconclusive from the in-play data (Atalanta 54% | Spezia 54%).
Poisson Model
The Poisson distribution model projects Atalanta 1.60 xG and Spezia 1.11 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: Atalanta attack 1.198 / defence 1.111 | Spezia attack 0.886 / defence 1.054. League average goals — home 1.271 / away 1.128. Data: 70 Atalanta games / 70 Spezia games used (CurrentSeason).
Result probabilities: Atalanta 49% | Draw 25% | Spezia 26%. Fair-value odds: Atalanta 2.04 | Draw 4.00 | Spezia 3.85. Atalanta hold a narrow Poisson edge at 49% — the draw (25%) is close enough to merit draw-inclusive market consideration.
Goals markets: Over 2.5 probability 51% | BTTS probability 54% | Total xG 2.71. Over/Under 2.5 is close to a coin-flip at 51%/49% — the total xG of 2.71 sits near the 2.5 margin; this is a low-edge market from a Poisson standpoint. BTTS probability of 54% 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 49% — 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 Atalanta if the outright odds are short.
The Poisson model projects 2.71 xG in total — Over 2.5 at 51% — strong confidence, supported by form averaging 2.8 goals per game and H2H averaging 5.0 goals per meeting.
Poisson assigns a 54% probability to BTTS Yes based on the attack/defence strength model. Form rates corroborate: Atalanta 60% | Spezia 60% BTTS from recent games.
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💡 Key Insights
🏟️ Match Context
• Fixture: Atalanta vs Spezia | Competition: Serie A, Regular Season - 33 | Venue: Gewiss Stadium • Kick-off: Wednesday 3 May 2023, 17:00 UTC • Data inputs: H2H history, form splits, prediction model signals, and market pricing
📊 Statistical Prediction
• Poisson result probabilities: Atalanta 49% | Draw 25% | Spezia 26% • Poisson goal markets: Over 2.5 51% | BTTS 54% | xG Atalanta 1.60 / Spezia 1.11 • Poisson strength factors: Atalanta attack 1.198 / def 1.111 | Spezia attack 0.886 / def 1.054 | league avg home 1.271 / away 1.128 • Poisson stance: Atalanta (49%) — moderate lean
🧮 Prediction Model
1.60
Atalanta xG
Expected Goals
1.11
Spezia xG
54%
BTTS
75%
Over 1.5
51%
Over 2.5
29%
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 Atalanta vs Spezia kick off?
Atalanta vs Spezia kicked off at 17:00 on Wednesday 3 May 2023 at Gewiss Stadium.
What was the final score in Atalanta vs Spezia?
Atalanta 3 - 2 Spezia.
Where is Atalanta vs Spezia being played?
The match is being played at Gewiss Stadium.
What competition is Atalanta vs Spezia part of?
Atalanta vs Spezia is a Regular Season - 33 fixture in the Serie A (Italy).
Who is favourite to win Atalanta vs Spezia?
Our statistical model gives Atalanta a 49% chance of winning, Spezia a 26% chance, and a 25% chance of a draw — making Atalanta the favourite.
Will both teams score in Atalanta vs Spezia?
Our model estimates a 54% probability that both Atalanta and Spezia will score (BTTS).
Will Atalanta vs Spezia have over 2.5 goals?
Our model puts the probability of over 2.5 goals in this match at 51%.
What is the head-to-head record between Atalanta and Spezia?
Record (3 meetings): Atalanta 2W | Draws 1 | Spezia 0W.
What form are Atalanta and Spezia in?
Atalanta (all comps): 4W-2D-4L in 10 | 1.40 PPG | GF 1.20 / GA 1.30 | L5 W-L-D-W-W. Spezia (all comps): 1W-5D-4L in 10 | 0.80 PPG | GF 0.70 / GA 1.40 | L5 D-D-L-D-L.
🧮 Model Insight
Behind the Numbers
Working from Atalanta's attack rating (1.20) and Spezia's defence rating (1.05), the model arrives at 1.60 expected goals for the home side. Flip it around — Spezia's attack (0.89x) against Atalanta's defence (1.11x) — and the away total comes out at 1.11.
These ratings are built from 70/70 games of current-season data — a full enough sample to trust.
The Exact-Score Picture
Run the expected-goals figures through the full scoreline distribution and 1-1 emerges as the single most likely result, at 13.3%. Close behind: 2-1 (9.5%), 1-0 (9.1%). Those top three scorelines alone account for 32% of the model's total probability mass — a relatively concentrated, predictable distribution for this fixture.
Most Likely Outcome
Atalanta Win
49%
2.05
25%
4.03
26%
3.80
Top 3 Most Likely Scorelines
1 – 1
11.8%
Draw
Most likely
1 – 0
10.6%
Home win
2 – 1
9.5%
Home win
Expected Goals & Win Odds
1.60
Atalanta xG
Total xG
2.71
1.11
Spezia xG
2.05
49%
Home win
4.03
25%
Draw
3.80
26%
Away win
Goals Markets
75%
Over 1.5
1.33
25%
Under 1.5
4.00
51%
Over 2.5
1.96
49%
Under 2.5
2.04
29%
Over 3.5
3.45
71%
Under 3.5
1.41
14%
Over 4.5
7.14
86%
Under 4.5
1.16
Match Markets
Both Teams to Score
54%
BTTS Yes
1.87
46%
BTTS No
2.15
Clean Sheet
33%
3.03
20%
4.98
Win to Nil
16%
6.20
5%
18.92
Score Probability Matrix (%)
| H \ A | 0 | 1 | 2 | 3 | 4 | 5 |
|---|---|---|---|---|---|---|
| 0 | 6.6 | 7.3 | 4.1 | 1.5 | 0.4 | 0.1 |
| 1 | 10.6 | 11.8 | 6.5 | 2.4 | 0.7 | 0.1 |
| 2 | 8.5 | 9.5 | 5.2 | 1.9 | 0.5 | 0.1 |
| 3 | 4.6 | 5.1 | 2.8 | 1.0 | 0.3 | 0.1 |
| 4 | 1.8 | 2.0 | 1.1 | 0.4 | 0.1 | – |
| 5 | 0.6 | 0.7 | 0.4 | 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 Atalanta vs Spezia?
Our Poisson model rates 1-1 as the single most likely exact scoreline, at 13.3%.
How many goals are Atalanta and Spezia expected to score?
The model projects 1.60 expected goals for Atalanta and 1.11 for Spezia, a combined total of 2.71.
How confident is the prediction model for Atalanta vs Spezia?
Not very — the model's leading outcome sits at just 49%, meaning this is rated as a genuinely open contest with no dominant favourite.
📈 Form Insight
The Form Picture
Across their last 70 outings, Atalanta have picked up 1.63 PPG on a 32W 18D 20L record — W-L-D-W-W across the most recent five.
Spezia's form line: 15W 18D 37L from 70 games, 0.90 PPG, last five D-D-L-D-L.
Put side by side, Atalanta are the form team by 0.73 points per game — a gap wide enough to matter, though form alone rarely tells the whole story against Spezia.
Home & Away Splits
On home soil, Atalanta have posted 1.29 PPG from 34 outings (11W 11D 12L).
On the road, Spezia have gone 7W 7D 20L from 34 away games — 0.82 PPG when travelling.
Comparing the two in their relevant venue splits, Atalanta 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
Atalanta are averaging 1.69 goals scored and 1.21 conceded per game recently; Spezia are on 0.96 scored and 1.74 conceded.
On BTTS specifically: Atalanta have seen both teams score in 60% of their recent games.
Last 70 Results — Serie A
Current season: same league only · Previous season: all leagues (covers promoted/relegated teams)
Atalanta
Current Season
Spezia
Current Season
❓ Frequently Asked Questions
What form are Atalanta and Spezia in coming into this match?
Atalanta have gone 32W 18D 20L in their last 70 games (1.63 PPG), while Spezia have gone 15W 18D 37L in their last 70 (0.90 PPG).
Which team has the better venue record — Atalanta at home or Spezia away?
Atalanta's home record (1.29 PPG) is the stronger of the two venue-specific splits — Atalanta at home: 1.29 PPG; Spezia away: 0.82 PPG.
⚔️ Rivalry Insight
History of the Fixture
On record, these two have faced off 4 times since November 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 — 3 May 2023, some 1 year back — so squads and form on both sides may look very different now.
Records & Recent Trends
For context on how one-sided this fixture can get: Atalanta won 5-2 on 20 Nov 2021, the biggest margin either side has managed in the series.
Specifically as hosts in this fixture, Atalanta have gone 2W 0D 0L from 2 meetings on their own ground against Spezia — worth weighing alongside the overall series record.
Last 4 Meetings
3
Atalanta
1
Draws
0
Spezia
Recent Meetings
❓ Frequently Asked Questions
What is the head-to-head record between Atalanta and Spezia?
From 4 meetings on record, Atalanta have won 3, Spezia have won 0, and 1 have been drawn.
When did Atalanta and Spezia last play each other?
They last met on 3 May 2023, when Atalanta 3-2 Spezia.
Who has won more matches between Atalanta and Spezia?
Atalanta have the better head-to-head record, with 3 wins from 4 meetings.
📈 Trading Insight
How These Sides Start
Atalanta are typically involved in an early goal — the half-time board shows at least one in 68% of their matches. They've gone in front at half-time 26% of the time.
Spezia are typically involved in an early goal — the half-time board shows at least one in 88% of their matches.
Goals & Clean Sheets
BTTS sits in mixed territory for this pairing — Atalanta 68%, Spezia 50% — no strong lean either way from the trading data alone.
Over 2.5 has been close to a coin-flip for both sides — 59% (Atalanta) and 56% (Spezia). Stepping up a level, Over 3.5 has also landed reasonably often — 35% and 29% respectively — worth a look for goal-hungry markets.
On the defensive side: Spezia in 41%.
Current season: same league only. Previous season: all leagues (covers promoted/relegated teams). All = any venue | Venue = Atalanta home games / Spezia away games. HT metrics require half-time score data — shown as — where unavailable.
❓ Frequently Asked Questions
Do both teams usually score when Atalanta play Spezia?
Yes — based on recent matches, both teams have scored in 68% of Atalanta's games and 50% of Spezia's, a combined rate that favours BTTS Yes.
Is Atalanta vs Spezia usually a high-scoring fixture?
Recent trends suggest it could be — Over 2.5 goals has landed in 59% of Atalanta's matches and 56% of Spezia's.
Do Atalanta and Spezia tend to score early?
Atalanta have had a goal before half-time in 68% of their recent matches, Spezia in 88% — a useful reference point for first-half goal markets.
Prediction vindicated as Atalanta edge out Spezia 3-2.
📝 Match Report
How It Unfolded
Atalanta beat Spezia 3-2 at Gewiss Stadium, Regular Season - 33, 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 Atalanta 1.60 xG and Spezia 1.11 xG, a combined 2.71. The scoreboard read 3-2 for 5 actual goals. Atalanta beat their projection by 1.4 — clinical relative to the chances the model priced in. Spezia outscored their 1.11 projection by 0.9. Those figures were built on strength ratings of Atalanta attack 1.20 / defence 1.11 against Spezia attack 0.89 / defence 1.05, drawn from 70/70 games (CurrentSeason).
On the result, the model split it Atalanta 49% | Draw 25% | Spezia 26%, with Atalanta to win its most likely call at 49%. The result followed the model's preferred path, landing its top-rated outcome.
Goals & Markets
The model rated Over 2.5 goals at 51%. The game delivered 5, so it went over — in line with the projection. Over 1.5 had been 75% and landed. Over 3.5 was 29% and came in. On both teams to score, the model sat at 54% and the match saw both sides score — another call in the model's favour. Historically the two sides average 54% Over 2.5 across their same-competition games (Atalanta 54%, Spezia 54%), a base rate that agreed with today's over. Their combined BTTS history runs at 56%, which matched the both-scored outcome.
Trading Patterns vs Reality
Atalanta's trading profile (70 games, 34 home) set some clear expectations: BTTS lands in 60% of their matches — today it did.
Spezia's trading profile (70 games, 34 away) set some clear expectations: BTTS lands in 53% of their matches — today it did.
Form vs Result
On form, Atalanta arrived the stronger side — 1.63 PPG against 0.90. Form held, and they took the win. Atalanta (home/away splits) scored 3 against a 1.71 average — above their attacking norm. Spezia (home/away splits) scored 2 against a 0.88 average — above their attacking norm and shipped 3 against a 1.94 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). A strong night for the model: the result sat comfortably inside what the pre-match data projected.
💡 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.