Atalanta 2-2 Lazio – Result & Analysis
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Poisson model rates Atalanta at 47%, yet other data sources diverge — this Atalanta vs Lazio fixture contains genuine analytical tension.
✍️ Match Preview
Full Analysis
Gewiss Stadium plays host to Atalanta versus Lazio in Serie A, Regular Season - 11. Kick-off: Saturday 30 October 2021 at 14:00 UTC.
Form
Atalanta (all games): 5W 3D 2L across 10 Serie A fixtures this term — 1.80 PPG. Last five: D L W D W. Offensively they are averaging 1.80 goals per game, with 1.20 conceded. 2 clean sheets from 10 outings provides some defensive foundation. Both teams have scored in 80% of their matches — an extremely high rate that makes BTTS Yes a well-supported standalone angle from their form alone. This season is still relatively young for Atalanta, so this record blends games from this season and last.
Atalanta's home record at Gewiss Stadium: 1W 2D 2L from 5 Serie A appearances (1.00 PPG). At home they are averaging 1.20 goals scored and 1.40 conceded per game. Both teams have scored in 80% of their home games — an outstanding BTTS rate that is a key data point for this fixture. Somewhat surprisingly, their home PPG of 1.00 lags behind their overall 1.80 — the home advantage has not translated into superior results at Gewiss Stadium this season.
Lazio have collected 1.70 PPG across 10 Serie A outings this season: 5W 2D 3L. Last five: W L W L W. Their attacking form is sharp — 2.00 goals per game is a high-output rate that commands respect in the goals markets. 1 clean sheet from 10 outings suggests some defensive organisation. Both teams have scored in 70% of their games — a noteworthy BTTS rate that supports the Yes market. This season is still relatively young for Lazio, so this record blends games from this season and last.
Lazio's away record: 1W 1D 3L from 5 road trips in Serie A this season (0.80 PPG). Away from home they average 1.00 goals scored and 2.20 conceded per game. BTTS has landed in 60% of their away games — meaningful support for the Yes angle in this specific context. Their away PPG of 0.80 is notably below their overall 1.70 — form away from home has been a clear weakness this season.
Both sides are running at similar form levels — 1.80 PPG for Atalanta against 1.70 for Lazio. There is no clear form edge to exploit here; other signals need to take the lead.
In terms of goals, both squads have been finding the net consistently (using home/away splits) — Atalanta have seen both teams score in 80% of their games, Lazio in 60%. That combined rate is a strong statistical case for BTTS Yes as a standalone play.
Trading Data
Atalanta goal-timing and half-time pattern breakdown (10 games, 5 at home): they score before half-time in 60% of fixtures in home games; when goalless at HT, a second-half goal follows 67% of the time; they lead at the break 50% of the time; BTTS occurs in 80% of their matches (home games); Over 2.5 goals lands in 60% of games (home games); Over 3.5 in 40%.
Lazio goal-timing and half-time pattern breakdown (10 games, 5 at away): they score before half-time in 80% of fixtures in away games; BTTS occurs in 60% of their matches (away games); Over 2.5 goals lands in 60% of games (away games); Over 3.5 in 60%.
From a combined perspective, both sides have high BTTS rates — Atalanta 80% and Lazio 70% — which reinforces the BTTS Yes angle from in-play data. Over 2.5 goals is well-supported by both sides' in-play profiles (Atalanta 70% | Lazio 70%).
Poisson Model
The Poisson distribution model projects Atalanta 1.54 xG and Lazio 1.10 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 0.853 / defence 1.152 | Lazio attack 0.660 / defence 1.405. League average goals — home 1.287 / away 1.450. Lazio bring a strong defensive rating of 1.405 — this is suppressing Atalanta's projected output below what their attack strength alone would suggest. Data: 10 Atalanta games / 10 Lazio games used (CurrentSeason).
Result probabilities: Atalanta 47% | Draw 25% | Lazio 27%. Fair-value odds: Atalanta 2.13 | Draw 4.00 | Lazio 3.70. Atalanta hold a narrow Poisson edge at 47% — the draw (25%) is close enough to merit draw-inclusive market consideration.
Goals markets: Over 2.5 probability 49% | BTTS probability 53% | Total xG 2.65. Over/Under 2.5 is close to a coin-flip at 49%/51% — the total xG of 2.65 sits near the 2.5 margin; this is a low-edge market from a Poisson standpoint. BTTS probability of 53% is moderate — neither team is projected to score with enough certainty to make Yes a clear standalone call.
Picks & Verdict
On the Poisson output, Atalanta are the pick at 47% — moderate model lean. Draw probability of 25% warrants consideration of Double Chance or Draw No Bet on Atalanta if the outright odds are short.
On the goals line, Poisson's 2.65 combined xG gives a 49% probability to Under 2.5 — Poisson-only — limited corroboration — though form averaging only 2.9 goals per game points in the other direction.
The Poisson model's BTTS call is Yes at 53%. Form rates corroborate: Atalanta 80% | Lazio 60% BTTS from recent games.
🔮 Your Prediction
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💡 Key Insights
🏟️ Match Context
• Fixture: Atalanta vs Lazio | Competition: Serie A, Regular Season - 11 | Venue: Gewiss Stadium • Kick-off: Saturday 30 Oct 2021, 14:00 UTC • Data inputs: H2H history, form splits, prediction model signals, and market pricing
📊 Statistical Prediction
• Poisson result probabilities: Atalanta 47% | Draw 25% | Lazio 27% • Poisson goal markets: Over 2.5 49% | BTTS 53% | xG Atalanta 1.54 / Lazio 1.10 • Poisson strength factors: Atalanta attack 0.853 / def 1.152 | Lazio attack 0.660 / def 1.405 | league avg home 1.287 / away 1.450 • Poisson stance: Atalanta (47%) — moderate lean
🧮 Prediction Model
1.54
Atalanta xG
Expected Goals
1.10
Lazio xG
53%
BTTS
74%
Over 1.5
49%
Over 2.5
27%
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 Lazio kick off?
Atalanta vs Lazio kicked off at 14:00 on Saturday 30 October 2021 at Gewiss Stadium.
What was the final score in Atalanta vs Lazio?
Atalanta 2 - 2 Lazio.
Where is Atalanta vs Lazio being played?
The match is being played at Gewiss Stadium.
What competition is Atalanta vs Lazio part of?
Atalanta vs Lazio is a Regular Season - 11 fixture in the Serie A (Italy).
Who is favourite to win Atalanta vs Lazio?
Our statistical model gives Atalanta a 47% chance of winning, Lazio a 27% chance, and a 25% chance of a draw — making Atalanta the favourite.
Will both teams score in Atalanta vs Lazio?
Our model estimates a 53% probability that both Atalanta and Lazio will score (BTTS).
Will Atalanta vs Lazio have over 2.5 goals?
Our model puts the probability of over 2.5 goals in this match at 49%.
What is the head-to-head record between Atalanta and Lazio?
No recorded head-to-head meetings available in the dataset.
What form are Atalanta and Lazio in?
Atalanta (all comps): 5W-3D-2L in 10 | 1.80 PPG | GF 1.80 / GA 1.20 | L5 D-L-W-D-W. Lazio (all comps): 5W-2D-3L in 10 | 1.70 PPG | GF 2.00 / GA 1.70 | L5 W-L-W-L-W.
🧮 Model Insight
Behind the Numbers
The model rates Atalanta's attack at 0.85x the league average against Lazio's defence at 1.41x — combine the two and it projects 1.54 expected goals for the hosts. Flip it around — Lazio's attack (0.66x) against Atalanta's defence (1.15x) — and the away total comes out at 1.10.
These ratings are built from 10/10 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 13.6% — still a long way from a near-certainty, which says something about how open this one is on paper. Close behind: 1-0 (9.4%), 2-1 (9.3%). 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
47%
2.11
25%
3.94
27%
3.68
Top 3 Most Likely Scorelines
1 – 1
12.1%
Draw
Most likely
1 – 0
11.0%
Home win
2 – 1
9.3%
Home win
Expected Goals & Win Odds
1.54
Atalanta xG
Total xG
2.65
1.10
Lazio xG
2.11
47%
Home win
3.94
25%
Draw
3.68
27%
Away win
Goals Markets
74%
Over 1.5
1.35
26%
Under 1.5
3.85
49%
Over 2.5
2.04
51%
Under 2.5
1.96
27%
Over 3.5
3.70
73%
Under 3.5
1.37
13%
Over 4.5
7.69
87%
Under 4.5
1.15
Match Markets
Both Teams to Score
53%
BTTS Yes
1.90
47%
BTTS No
2.11
Clean Sheet
33%
3.01
21%
4.68
Win to Nil
16%
6.34
6%
17.23
Score Probability Matrix (%)
| H \ A | 0 | 1 | 2 | 3 | 4 | 5 |
|---|---|---|---|---|---|---|
| 0 | 7.1 | 7.8 | 4.3 | 1.6 | 0.4 | 0.1 |
| 1 | 11.0 | 12.1 | 6.7 | 2.4 | 0.7 | 0.1 |
| 2 | 8.5 | 9.3 | 5.1 | 1.9 | 0.5 | 0.1 |
| 3 | 4.3 | 4.8 | 2.6 | 1.0 | 0.3 | 0.1 |
| 4 | 1.7 | 1.8 | 1.0 | 0.4 | 0.1 | – |
| 5 | 0.5 | 0.6 | 0.3 | 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 Atalanta vs Lazio?
Our Poisson model rates 1-1 as the single most likely exact scoreline, at 13.6%.
How many goals are Atalanta and Lazio expected to score?
The model projects 1.54 expected goals for Atalanta and 1.10 for Lazio, a combined total of 2.65.
How confident is the prediction model for Atalanta vs Lazio?
Not very — the model's leading outcome sits at just 47%, meaning this is rated as a genuinely open contest with no dominant favourite.
📈 Form Insight
The Form Picture
Atalanta's recent record stands at 5W 3D 2L from 10 games, a 1.80 PPG return, with D-L-W-D-W in the last five. The sample for Atalanta is still a mix of this season and last, given how young the current campaign is.
Lazio, meanwhile, have gone 5W 2D 3L across 10 games — 1.70 PPG, with W-L-W-L-W in their last five. The sample for Lazio 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 — 1.80 PPG for Atalanta against 1.70 for Lazio. Neither side arrives with a clear form advantage.
Home & Away Splits
At home specifically, Atalanta have managed 1W 2D 2L from 5 games — 1.00 PPG in front of their own supporters. That actually lags their 1.80 PPG overall record — home advantage hasn't been translating into results for them lately.
Lazio's away record stands at 1W 1D 3L across 5 trips, a 0.80 PPG haul. That's a step down from their 1.70 PPG overall record — away form has been the weaker part of Lazio's season.
Scoring & Defensive Trends
Atalanta are averaging 1.80 goals scored and 1.20 conceded per game recently; Lazio are on 2.00 scored and 1.70 conceded. Both sides have been scoring freely, which tends to support the goals markets running hot in this fixture.
On BTTS specifically: Atalanta have seen both teams score in 80% of their recent games; Lazio in 70%.
Last 10 Results — Serie A
Current season: same league only · Previous season: all leagues (covers promoted/relegated teams)
Atalanta
Blended
Lazio
Blended
❓ Frequently Asked Questions
What form are Atalanta and Lazio in coming into this match?
Atalanta have gone 5W 3D 2L in their last 10 games (1.80 PPG), while Lazio have gone 5W 2D 3L in their last 10 (1.70 PPG).
Which team has the better venue record — Atalanta at home or Lazio away?
Atalanta's home record (1.00 PPG) is the stronger of the two venue-specific splits — Atalanta at home: 1.00 PPG; Lazio away: 0.80 PPG.
⚔️ Rivalry Insight
History of the Fixture
On record, these two have faced off 10 times since October 2021 — enough meetings to establish some real patterns. Every recorded meeting has come in Serie A. They last met on 14 February 2026, roughly 5 months ago.
Records & Recent Trends
Specifically as hosts in this fixture, Atalanta have gone 1W 2D 2L from 5 meetings on their own ground against Lazio — worth weighing alongside the overall series record.
Last 10 Meetings
3
Atalanta
4
Draws
3
Lazio
Recent Meetings
❓ Frequently Asked Questions
What is the head-to-head record between Atalanta and Lazio?
From 10 meetings on record, Atalanta have won 3, Lazio have won 3, and 4 have been drawn.
When did Atalanta and Lazio last play each other?
They last met on 14 February 2026, when Lazio 0-2 Atalanta.
📈 Trading Insight
How These Sides Start
Atalanta are typically involved in an early goal — the half-time board shows at least one in 60% of their matches.
Lazio are typically involved in an early goal — the half-time board shows at least one in 80% of their matches.
Goals & Clean Sheets
BTTS has landed consistently for both sides recently — 80% for Atalanta, 60% for Lazio — a strong two-way scoring signal.
Goals have flowed in these teams' recent matches — Over 2.5 has landed at 60% for Atalanta and 60% for Lazio. Stepping up a level, Over 3.5 has also landed reasonably often — 20% and 40% respectively — worth a look for goal-hungry markets.
On the defensive side: Lazio in 40%.
Current season: same league only. Previous season: all leagues (covers promoted/relegated teams). All = any venue | Venue = Atalanta home games / Lazio away games. HT metrics require half-time score data — shown as — where unavailable.
❓ Frequently Asked Questions
Do both teams usually score when Atalanta play Lazio?
Yes — based on recent matches, both teams have scored in 80% of Atalanta's games and 60% of Lazio's, a combined rate that favours BTTS Yes.
Is Atalanta vs Lazio usually a high-scoring fixture?
Recent trends suggest it could be — Over 2.5 goals has landed in 60% of Atalanta's matches and 60% of Lazio's.
Do Atalanta and Lazio tend to score early?
Atalanta have had a goal before half-time in 60% of their recent matches, Lazio in 80% — a useful reference point for first-half goal markets.
Atalanta and Lazio share the spoils in a 2-2 draw.
📝 Match Report
How It Unfolded
The points were shared at Gewiss Stadium, Regular Season - 11, as Atalanta and Lazio drew 2-2 in the Serie A. 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 Atalanta 1.54 xG and Lazio 1.10 xG, a combined 2.65. The scoreboard read 2-2 for 4 actual goals. Lazio outscored their 1.10 projection by 0.9. Those figures were built on strength ratings of Atalanta attack 0.85 / defence 1.15 against Lazio attack 0.66 / defence 1.41, drawn from 10/10 games (CurrentSeason).
On the result, the model split it Atalanta 47% | Draw 25% | Lazio 27%, with Atalanta to win its most likely call at 47%. 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 49%. The game delivered 4, so it went over — the opposite of the projected direction. Over 1.5 had been 74% and landed. Over 3.5 was 27% and came in. On both teams to score, the model sat at 53% and the match saw both sides score — another call in the model's favour. Historically the two sides average 70% Over 2.5 across their same-competition games (Atalanta 70%, Lazio 70%), a base rate that agreed with today's over. Their combined BTTS history runs at 75%, which matched the both-scored outcome.
Trading Patterns vs Reality
Atalanta's trading profile (10 games, 5 home) set some clear expectations: BTTS lands in 80% of their matches — today it did.
Lazio's trading profile (10 games, 5 away) set some clear expectations: BTTS lands in 70% of their matches — today it did.
Form vs Result
The form lines were close — Atalanta 1.80 PPG, Lazio 1.70 PPG — offering no strong steer, and the draw fit that even billing. Atalanta (home/away splits) scored 2 against a 1.20 average — above their attacking norm. Lazio (home/away splits) scored 2 against a 1.00 average — above their attacking norm.
Verdict
Grading the result against the stored data, 1 of 3 pre-match signals came in: result (miss), Over 2.5 (miss), BTTS (hit). The data was on the wrong side of this result more often than not — a reminder that a single match sits well inside the model's variance.
💡 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.