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Prono Data
Ligue 1France
Toulouse
VS
Troyes

Toulouse vs Troyes: AI analysis

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

AI probabilities

61 %TFC
21 %Draw
18 %TRO
TFC win61 %Fair odds 1.65
Draw21 %Fair odds 4.62
TRO win18 %Fair odds 5.64

Confidence level

8.1/ 10

High score: the available signals (form, odds, statistics) clearly converge. This qualifies the consistency of the analysis, not a probability of winning.

Odds

Bookmaker odds compared with the model's fair odds
OutcomeBookmaker oddsFair oddsImplied prob.Model prob.Edge
1 · TFC1.631.6561,3 %61 %-0,6 %
X · Draw4.334.6223,1 %21 %-9,1 %
2 · TRO5.505.6418,2 %18 %-1,0 %

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 · TFC

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 TFC, columns TRO). Beyond 5 goals per team: 2.2%.

Most likely correct scores
TFC \ TRO012345
04.94.32.4···
19.0105.01.7··
29.69.95.11.8··
36.66.83.51.2··
43.43.51.8···
51.41.4····
Top scores1-110%2-19.9%2-09.6%1-09.0%3-16.8%

Expected goals

Expected total: 3.1 goals
Toulouse2.06
Troyes1.03

Derived markets

MarketProbabilityFair odds
Over 1.5 goals82%1.22
Over 2.5 goals60%1.68
Under 2.5 goals40%2.48
Over 3.5 goals37%2.68
Both teams to score57%1.77
TFC keep a clean sheet36%2.81
TRO keep a clean sheet13%7.81
TFC win by 2+ goals38%2.67
TRO win by 2+ goals6.5%15.38

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 · TFC
Corrected consensus61%
Team model66%
X · Draw
Corrected consensus21%
Team model21%
2 · TRO
Corrected consensus18%
Team model13%

5-point gap on Toulouse: the model is more optimistic 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 goals60%1.681.62-3,3 %
Under 2.5 goals40%2.482.30-7,2 %

Shots on target per game

Toulouse
4.6 for4.4 against
Troyes
3.1 for4.7 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
60.6%
Fair odds
1.65
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

Toulouse2W 2D 1L
Troyes0W 0D 5L

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

Home / Away

Toulouse
1W 0D 2L at home
Troyes
1W 0D 2L 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: 61% for Toulouse, 21% for the draw, 18% for Troyes. 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: 2.1 for Toulouse, 1.0 for Troyes. Most likely scores: 1-1 (10%), 2-1 (10%), 2-0 (10%). Over 2.5 goals at 60%, both teams to score at 57%. As a second opinion, our team model (goals and shots on target, time weighted) gives 66% / 21% / 13%. It differs from the market by 5 points on a Toulouse win (more optimistic). 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: Toulouse L-D-W-D-W, 1.7 scored and 1.6 conceded per game, 4.6 shots on target; Troyes L-L-L-L-L, 0.7 scored and 2.3 conceded, 3.1 shots on target. No price beats the fair price by at least 2.5%: no tracked bet on this match. Most likely outcome: a Toulouse win.

Scenarios

Possible scenarios

  1. 1

    Most likely scenario (61%): Toulouse 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 (18%): Troyes capitalise on an early goal or a weak spell from Toulouse.

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