ABH 0-2 AL- · 64% ALD 0-1 NEO · 48% KON 1-2 GAL · 53% LEH 0-2 PAR · 63% NIC 1-2 REN · 48% BOD 1-2 VIK · 44% LYN 1-1 RAN · 40% ALS 1-2 AL- · 55% SVE 1-2 FSV · 45% ZUL 0-2 CLU · 61% VIL 2-1 ESP · 55% SHE 2-1 WRE · 47% LIL 2-1 LEN · 49% CAS 0-2 SPO · 66% ABH 0-2 AL- · 64% ALD 0-1 NEO · 48% KON 1-2 GAL · 53% LEH 0-2 PAR · 63% NIC 1-2 REN · 48% BOD 1-2 VIK · 44% LYN 1-1 RAN · 40% ALS 1-2 AL- · 55% SVE 1-2 FSV · 45% ZUL 0-2 CLU · 61% VIL 2-1 ESP · 55% SHE 2-1 WRE · 47% LIL 2-1 LEN · 49% CAS 0-2 SPO · 66%
Ligue 1 · Regular Season - 9 Oct 25, 2026 · 16:15 · UTC Stadium Municipal, Toulouse Match Finished · 90'

Toulouse
vs
Estac Troyes.

Quick answer

Who will win Toulouse vs Estac Troyes?

Final score: Toulouse 0–0 Estac Troyes. Before kickoff, 10 of 10 AI models pick Toulouse to win (100%); the consensus was wrong. The AI predicted score was 2–0.

Consensus of independent AI models on TuringStats, updated before kickoff. Not betting advice.

Head-to-head history → Toulouse form Estac Troyes form

All 10 AIs agree. When the whole council agrees, it has been right 62% of the time (751 matches).

10 AI models read this match. The plurality on 1X2 leans toward Toulouse (10 of 10 models). The mean predicted score (rounded from all models) is 2–0 at 63% mean confidence (Medium band) — see the strip and table below.

Who do you think will win?

Vote before kick-off and compare with AI

Ligue 1 table Where Toulouse and Estac Troyes stand right now
— Consensus

Where the panel lands.

Vote share across models. Read this strip first, then the line-by-line table.

Toulouse win 100%

10 / 10 models

Draw 0%

0 / 10 models

Estac Troyes win 0%

0 / 10 models

— Model breakdown

10 picks. Receipts attached.

Line-by-line comparison of each system’s call.

#
Model
Pick
Score
Conf.
Reasoning
01
GPT-6 Luna
Toulouse win
2–0
72%
Toulouse are unbeaten in six of seven, score more freely at home, and face a Troyes side on five straight losses with only five goals in seven matches and four scoreless games.
02
Claude Sonnet 5.5
Toulouse win
2–0
62%
Troyes are on a five-game losing streak, worst defense in the league, and lack a clean sheet threat; Toulouse's Tengstedt in good form at home.
03
Gemini 3.8 Flash
Toulouse win
2–0
68%
Troyes enter on a five-match losing streak and have failed to score in four games this season. In-form Tengstedt should guide Toulouse to a comfortable home victory.
04
Grok 4.7
Toulouse win
2–0
52%
Toulouse home with Tengstedt in form; Troyes 1-5-5, five straight losses and four blanks. H2H and extra Troyes injuries support a controlled 2-0.
05
DeepSeek V4 Pro
Toulouse win
2–0
61%
Toulouse's superior form (LDWDW) and Tengstedt's scoring threat face a Troyes side on five straight losses with four scoreless games and poor away defense.
06
Qwen 3.8 Max
Toulouse win
2–0
58%
Troyes on five straight losses, failed to score in 4/7 games, concede 2.3 per match. Toulouse home with Tengstedt in form (5 goals in 5). Clean sheet likely against this weak attack.
07
Mistral Medium 3.5
Toulouse win
2–0
68%
Toulouse strong home form, Troyes winless in five, H2H dominance. Toulouse attackers in good scoring form.
08
Kimi K3
Toulouse win
2–0
62%
Toulouse's attack (12 goals, Tengstedt 5) faces Troyes' league-worst defense (16 conceded, 5 straight losses); H2H shows three straight Toulouse wins by 3+ goals, supporting a clean home victory.
09
GLM 5.3
Toulouse win
2–0
60%
Troyes have lost five straight, scored 5 and conceded 16, missing four players. Toulouse's Tengstedt is in form and H2H shows dominant Toulouse wins; 2-0 fits Troyes' scoring struggles.
10
MiMo V2.6 Pro
Toulouse win
2–0
62%
Toulouse's LDWDW form and Tengstedt's five goals face a Troyes side with five straight losses, 5-16 goals and four blanks; home venue and H2H dominance favor a controlled home win.
— Scoreline frequency

How often each scoreline showed up.

10 of 10 models settled on 2–0. That convergence is a strong scoreline signal—many fixtures fan out wider across the panel.

  • 2–0
    10 models

Live match centre

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Toulouse
0–0
Estac Troyes
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Bookmakers vs the AI panel

Bet365 · 1.50 / 4.20 / 6.50
Toulouse Market 63% · AI 100%
Draw Market 22% · AI 0%
Estac Troyes Market 15% · AI 0%

Grey: bookmaker prices as probabilities, margin removed. Lime: share of the 12 AI models picking each result.

Team news

Confirmed lineups: Toulouse vs Estac Troyes

Toulouse

4-4-2
Jens Berthel Askou
20 C. Tengstedt
20 Tengstedt
13 J. Russell-Rowe
13 Russell-Rowe
8 T. Jørgensen
8 Jørgensen
14 N. Sigur
14 Sigur
23 C. Cásseres
23 Cásseres
15 A. Dønnum
15 Dønnum
12 C. Tapé
12 Tapé
3 M. McKenzie
3 McKenzie
2 R. Nicolaisen
2 Nicolaisen
22 R. Messali
22 Messali
16 G. Restes
16 Restes

Bench: A. Vossah, T. Collin, Y. Azizi, M. Amougou, I. Diallo, S. Hidalgo, S. Koumbassa, N. Schmidt, Julián Vignolo

Estac Troyes

4-3-3
S. Dumont
10 M. Ifnaoui
10 Ifnaoui
20 R. Ripart
20 Ripart
23 T. Nkada
23 Nkada
8 M. Diop
8 Diop
29 D. Karim
29 Karim
17 A. Mille
17 Mille
5 P. Gozzi
5 Gozzi
4 M. Diaz
4 Diaz
6 A. Monfray
6 Monfray
2 L. Maronnier
2 Maronnier
40 H. Konaté
40 Konaté

Bench: P. Beach, K. Diawara, I. Gomis, H. Picard, A. Phliponeau, J. Le Douaron, I. Soukouna, Noah Donkor, Lassana Simakha

Season data

Ligue 1 numbers for both sides, when they score and the players who carry them.

Toulouse

4-2-3-1
W-D-L
2-4-2
Goals
12-11
Clean sheets
2
Failed to score
3
Best win run
1
Penalties
2/2
When they score
15'30'45'60'75'90'
When they concede
15'30'45'60'75'90'

Estac Troyes

4-2-3-1
W-D-L
1-2-5
Goals
5-16
Clean sheets
2
Failed to score
5
Best win run
1
Penalties
1/1
When they score
15'30'45'60'75'90'
When they concede
15'30'45'60'75'90'

Key players · Toulouse

  • C. Tengstedt 5 G · 1 A · 6 apps
  • C. Cásseres 0 G · 5 A · 8 apps

Key players · Estac Troyes

  • No player in the competition's top scorers or assisters.

Top scorers · Ligue 1

  1. 1 E. Lepaul Rennes 7
  2. 2 L. Sinayoko Paris FC 6
  3. 3 C. Archer Auxerre 5
  4. 4 A. Gouiri Marseille 5
  5. 5 C. Tengstedt Toulouse 5
Venue Stadium Municipal, Toulouse
Referee Geoffrey Kubler
New at Toulouse M. Amougou (Strasbourg), N. Sigur (HNK Hajduk Split), C. Tengstedt (Feyenoord)
New at Estac Troyes T. Nkada (Standard Liege), J. Le Douaron (Palermo), D. Karim (Lommel United)
— Aggregated insights

What’s moving the panel.

01
Consensus favors Toulouse

100% of models lean home — the clearest cluster on this fixture before kickoff.

02
Medium confidence

Mean 63% across the panel with real dispersion — compare unanimous calls vs split tickets in the model table.

03
xG tilt 2.00 vs 0.00

Derived from predicted scorelines (model means), not live match data — useful for pace vs vote-share sanity checks.

04
Match context

Expected-goals tilt and home-field rhythm (see xG on this page) usually explain whether the game stays open or compresses late.

Ask the Council about this match

Pro

10 AI models vote yes or no with this match's last-5 form, head-to-head, live status and the model picks above attached — not from memory. Then keep asking the same council follow-ups.

Match stats forecast

Corners, cards and shots from each side's last 10 matches at this venue, blended with the league average. Pure statistics, not an AI vote.

No AI
Metric Toulouse Estac Troyes Expected total Lean Actual
Corners 4.7 4.7 9.4 Under 9.5 54% 6 hit Ask AI
Yellow cards 2.2 2.3 4.5 Under 4.5 53% 8 miss Ask AI
Shots 13.3 11.6 24.9 Over 24.5 52% 15 miss Ask AI
Shots on target 4.6 3.8 8.4 Under 8.5 53% 3 hit Ask AI

Sample: 10 matches per side. Over the last 90 days the corners lean hit 55% of 249 graded matches, cards 58% of 250. Probabilities are Poisson estimates for information only.

Result check

Actual Draw · AI Toulouse win

1X2: Miss Score: Off
— Match context

Form, history, team news.

Toulouse
#11 · 10 PTS · GD +1
Last 5
D W D W D
10 GF · 6 GA
Recent fixtures
  • Estac Troyes 0-0 D
  • Le Mans 0-3 W
  • Monaco 2-2 D
  • Le Havre 3-2 W
  • Lorient 2-2 D
Team news
M. Niflore — Injury S. Oppong — Calf Injury
Estac Troyes
#17 · 5 PTS · GD -11
Last 5
D L L D L
3 GF · 9 GA
Recent fixtures
  • Toulouse 0-0 D
  • Lens 1-3 L
  • Marseille 0-2 L
  • Dijon 2-2 D
  • Angers 2-0 L
Team news
I. Boura — Hip Injury Y. Kone — Knee Injury A. Ouzenadji — Knee Injury Y. Titi — Leg Injury
— Head to head

Last five meetings.

TOU 2 · D 3 · EST 0

TOU VS EST
0-0
DRAW
Oct 25, 2026
TOU VS EST
4-1
HOME WIN
Feb 1, 2023
EST VS TOU
0-3
AWAY WIN
Aug 14, 2022
EST VS TOU
1-1
DRAW
Feb 6, 2021
TOU VS EST
0-0
DRAW
Oct 3, 2020

Confidence trend

Cumulative average confidence in table order.

First model Last model

Betting tips (AI-signal view)

Educational only — not financial advice. We summarize how the AI picks cluster so you can cross-check with your own staking plan.

  • Lean with the plurality: when 100% of models side with Toulouse, treat that as the default script unless late team news breaks the assumptions.
  • Watch the draw lane at 0% — tight Ligue 1 games often compress toward stalemates when both midfields win the second-ball.
  • If you chase “best bets today” narratives, require alignment between the headline pick and the score-frequency table; conflicting signals usually mean thinner edge.

Odds & analysis (implied probabilities)

Implied fair percentages from the model vote share (normalized to 100%) approximate how a balanced market might price the 1X2 if it mirrored this panel — useful for odds analysis homework even though we do not quote sportsbook ticks here.

Toulouse
~100%
implied lean
Draw
~0%
implied lean
Estac Troyes
~0%
implied lean

Over / under prediction (totals)

Model-derived xG sums to 2.00 goals in expectation. A notional totals line near 2.3 is consistent with that pace (rounded for readability). If your sportsbook posts a similar number, compare juice and live team news before deciding either side of the total.

Handicap prediction (spread-style read)

When Toulouse is priced as the stronger side in the model vote, a −1 handicap narrative only clears if the most common scorelines include multi-goal wins. Cross-check the score-frequency list: if tight one-goal wins dominate, Asian handicaps near pick’em or −0.5 / −0.75 splits often fit the story better than a full −1.5 sell.

BTTS prediction (both teams to score)

With combined offensive weight near 2.00 xG, a heuristic “both teams score” prior lands around 55% yes before defensive adjustments. If several top models forecast clean-sheet pathways, downgrade BTTS enthusiasm even when the raw xG sum looks juicy.

Best bet framing (consensus-led)

Our headline best bet label follows the consensus recommendation: Toulouse win. Pair that with the confidence band (Medium) — high dispersion across models usually argues for smaller stake or pass, even when the headline pick looks tempting for a today prediction card on social.

Match overview

Looking for a today prediction on Toulouse vs Estac Troyes in Ligue 1? TuringStats aggregates multiple AI scorelines into one readable page so you can see who the models favor, the mean predicted score shown in the hero (2 - 0; the frequency chart below lists the most common exact scorelines), and implied splits before kickoff.

This prediction hub is written for readers comparing betting tips-style language with transparent model votes — not a single black-box call. The headline read is Toulouse win, with vote shares roughly 100% / 0% / 0% home, draw, and away (rounded).

If you are asking who will win Toulouse vs Estac Troyes, start with the consensus strip and model table, then cross-check form and injuries in Match context further down — that order keeps the strongest signals first.

Explore more

Keep browsing today prediction coverage and league hubs.

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— Journal

Articles linked to these clubs or AI forecasting.

Ask multiple AIs about this match.

10 models vote yes or no with this match's last-5 form, head-to-head, live status and our model picks attached — not from memory. Then ask follow-ups to the same council.