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Prono Data
Serie AItalie
Atalanta
VS
Frosinone

Atalanta vs Frosinone: AI analysis

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Analyses are for information only and do not guarantee any result.

AI probabilities

54 %ATA
22 %Draw
24 %FRO
ATA win54 %Fair odds 1.86
Draw22 %Fair odds 4.54
FRO win24 %Fair odds 4.11

Confidence level

7.0/ 10

Moderate score: the signals point the same way but some indicators are missing or diverge. Read with caution.

Odds

Bookmaker odds compared with the model's fair odds
OutcomeBookmaker oddsFair oddsImplied prob.Model prob.Edge
1 · ATA1.831.8654,6 %54 %-1,2 %
X · Draw4.334.5423,1 %22 %-4,7 %
2 · FRO3.954.1125,3 %24 %-5,2 %

Fair odds = 1 / model probability. Edge = (bookmaker odds × model probability) − 1. A positive edge means the odds are higher than the model's estimate.

Odds movement · 1 · ATA

Data unavailable

Expected goals

The match in goals

Goal expectations fitted to the final probabilities (1X2 and over/under 2.5), then turned into markets that are consistent with one another. The fair price has no margin: any higher price is value.

Most likely correct scores

Each cell shows the probability of that score (rows ATA, columns FRO). Beyond 5 goals per team: 3.0%.

Most likely correct scores
ATA \ FRO012345
02.54.22.81.4··
16.28.36.12.91.0·
26.49.26.63.11.1·
34.66.64.72.3··
42.53.62.51.2··
51.11.51.1···
Top scores2-19.2%1-18.3%3-16.6%2-26.6%2-06.4%

Expected goals

Expected total: 3.6 goals
Atalanta2.15
Frosinone1.43

Derived markets

MarketProbabilityFair odds
Over 1.5 goals87%1.15
Over 2.5 goals70%1.44
Under 2.5 goals31%3.28
Over 3.5 goals48%2.07
Both teams to score67%1.49
ATA keep a clean sheet24%4.18
FRO keep a clean sheet12%8.62
ATA win by 2+ goals33%3.06
FRO win by 2+ goals11%9.01

Market consensus versus team model

The corrected consensus is our reference probability. The team model (goals and shots on target, time weighted) is a second opinion.

1 · ATA
Corrected consensus54%
Team model42%
X · Draw
Corrected consensus22%
Team model23%
2 · FRO
Corrected consensus24%
Team model34%

11-point gap on Atalanta: the model is more cautious than the market. Across 4,806 tested matches, following the model against the market lost money. Read it as a lead for analysis, not as a bet.

Over / under 2.5 goals

MarketProbabilityFair oddsBest oddsValue
Over 2.5 goals70%1.431.42-1,0 %
Under 2.5 goals30%3.303.00-9,2 %

Shots on target per game

Atalanta
4.6 for5.9 against
Frosinone
5.6 for5.7 against

Odds checker

Is your price a value bet?

Enter the odds offered by your platform or bookmaker. We compare them with the fair odds for this match.

Probability
53.8%
Fair odds
1.86
Enter odds above 1 to get the verdict.

Value is an estimated long-run statistical edge, not a guarantee on any single bet.

Data

Match statistics

The data used by the model. Unavailable data is shown as such, never replaced by an estimate.

Recent form

Atalanta1W 0D 4L
Frosinone3W 1D 1L

Key: W win, D draw, L loss. Last five matches, oldest to most recent.

Home / Away

Atalanta
3W 0D 1L at home
Frosinone
1W 1D 1L away

Head-to-head

Data unavailable

Goals scored

Average per match.

Goals conceded

Average per match.

Expected goals (xG)

Data unavailable

Average xG per match.

Absentees

Data not available

AI analysis

What the model says

Prono Data probabilities: 54% for Atalanta, 22% for the draw, 24% for Frosinone. They come from the bookmaker consensus with the margin removed and the favourite / longshot bias corrected: the best calibrated reference in our tests. Expected goals: 2.2 for Atalanta, 1.4 for Frosinone. Most likely scores: 2-1 (9%), 1-1 (8%), 3-1 (7%). Over 2.5 goals at 69%, both teams to score at 67%. As a second opinion, our team model (goals and shots on target, time weighted) gives 42% / 23% / 34%. It differs from the market by 11 points on a Atalanta win (more cautious). Historically, when the two disagree, the market is right more often: we show it as a signal worth digging into, not as a bet. Recent form: Atalanta L-L-L-W-L, 1.4 scored and 1.6 conceded per game, 4.6 shots on target; Frosinone W-D-W-L-W, 1.9 scored and 1.3 conceded, 5.6 shots on target. No price beats the fair price by at least 2.5%: no tracked bet on this match. Most likely outcome: a Atalanta win.

Scenarios

Possible scenarios

  1. 1

    Most likely scenario (54%): Atalanta control the game and win, in an open match with goals at both ends.

  2. 2

    Draw scenario (22%): the two sides cancel each other out; an outcome not to dismiss.

  3. 3

    Upset scenario (24%): Frosinone capitalise on an early goal or a weak spell from Atalanta.

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