GEN 1-0 FRO · 56% BOR 3-1 SCP · 67% 189 1-1 VFB · 56% SCF 2-1 BOR · 58% FCA 1-2 BAY · 59% FSV 1-1 EIN · 56% CHE 2-0 HUL · 65% LIV 2-1 FUL · 64% AST 2-1 NOT · 60% BOU 1-1 BRE · 56% CRY 1-0 IPS · 59% STR 2-1 MON · 56% SAS 1-2 JUV · 59% TOT 2-1 EVE · 59% GEN 1-0 FRO · 56% BOR 3-1 SCP · 67% 189 1-1 VFB · 56% SCF 2-1 BOR · 58% FCA 1-2 BAY · 59% FSV 1-1 EIN · 56% CHE 2-0 HUL · 65% LIV 2-1 FUL · 64% AST 2-1 NOT · 60% BOU 1-1 BRE · 56% CRY 1-0 IPS · 59% STR 2-1 MON · 56% SAS 1-2 JUV · 59% TOT 2-1 EVE · 59%
Ligue 1 · Regular Season - 4 Aug 22, 2026 · 18:45 · UTC Stadium de Toulouse, Toulouse Match Finished · 90'

Toulouse
vs
Lyon.

10 AI models read this match. The plurality on 1X2 leans toward Toulouse (6 of 10 models). The mean predicted score (rounded from all models) is 2–1 at 58% mean confidence (Medium band) — see the strip and table below.

Who do you think will win?

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10 AI models · council in session Live match data · Pro

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“Will Toulouse beat Lyon in their upcoming match?”

Every model votes yes or no and defends it in a sentence or two. Attach this match's last-5 form, head-to-head and the picks above so they argue from real data — then keep asking the same council follow-ups.

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— Consensus

Where the panel lands.

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

Toulouse win 60%

6 / 10 models

Draw 40%

4 / 10 models

Lyon win 0%

0 / 10 models

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— Model breakdown

10 picks. Receipts attached.

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

#
Model
Pick
Score
Conf.
Reasoning
01
GPT-5.6 Luna
Draw
1–1
62%
Recent matches show evenly matched teams; Toulouse's home advantage is balanced by Lyon's resilience in past encounters.
02
Claude Sonnet 5
Toulouse win
2–1
52%
Toulouse won the last meeting at home and Lyon's away form in Ligue 1 openers is often shaky; expect a tight, competitive match with a narrow home edge.
03
Gemini 3.8 Flash
Draw
1–1
55%
Opening day fixtures are often tight as teams find their rhythm. Despite Toulouse's recent H2H success, Lyon's underlying quality should be enough to secure a point in a balanced start to the campaign.
04
Grok 4.6
Toulouse win
2–1
48%
Toulouse won last two H2H including 2-1 at this venue; home edge in round 1 supports repeating that narrow scoreline.
05
DeepSeek V4 Pro
Draw
1–1
60%
Recent H2H shows tight contests; both teams balanced, likely sharing points in opener.
06
Qwen 3.8 Max
Toulouse win
2–1
60%
Toulouse has the home advantage and has shown strong recent form against Lyon, likely to edge a closely contested match.
07
Mistral Medium 3.5
Toulouse win
2–1
62%
Toulouse’s home form and recent H2H wins (2-1, 1-2) suggest narrow edge; Lyon’s away struggles favor a low-scoring Toulouse victory.
08
Llama 3.1 70B Instruct
Draw
1–1
58%
Recent H2Hs show close matches; Toulouse's home advantage is offset by Lyon's strong away form.
09
Cohere Command R+ (08-2024)
Toulouse win
1–0
59%
Toulouse's strong recent form and home advantage are key. A tight game is likely, with Toulouse's defence edging Lyon's attack.
10
MiMo V2.5 Pro
Toulouse win
2–1
60%
Toulouse has won the last two H2H meetings, including a 2-1 home victory recently; home venue and attacking pattern support a narrow win with both teams scoring.
— Scoreline frequency

How often each scoreline showed up.

5 of 10 models settled on 2–1. That convergence is a strong scoreline signal—many fixtures fan out wider across the panel.

  • 2–1
    5 models
  • 1–1
    4 models
  • 1–0
    1 model

Match overview

Looking for a today prediction on Toulouse vs Lyon 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 - 1; 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 60% / 40% / 0% home, draw, and away (rounded).

If you are asking who will win Toulouse vs Lyon, 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.

— Aggregated insights

What’s moving the panel.

01
Consensus favors Toulouse

60% of models lean home — the clearest cluster on this fixture before kickoff.

02
Medium confidence

Mean 58% across the panel with real dispersion — compare unanimous calls vs split tickets in the model table.

03
xG tilt 1.50 vs 0.90

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.

Confidence trend

Cumulative average confidence in table order.

First model Last model
Result check

Actual Lyon win · AI Toulouse win

1X2: Miss Score: Off
— Match context

Form, history, team news.

Toulouse
Last 5
D L W W D
8 GF · 8 GA
Recent fixtures
  • Stade Brestois 29 2-2 D
  • Lyon 0-2 L
  • Lyon 2-1 W
  • Strasbourg 1-2 W
  • Monaco 2-2 D
Team news

No major injury updates in the current API snapshot.

Lyon
Last 5
W D L W D
8 GF · 5 GA
Recent fixtures
  • Auxerre 3-1 W
  • Le Havre 1-1 D
  • Fenerbahçe 1-2 L
  • Toulouse 0-2 W
  • Fenerbahçe 1-1 D
Team news

No major injury updates in the current API snapshot.

— Head to head

Last five meetings.

TOU 2 · D 1 · LYO 2

TOU VS LYO
0-2
AWAY WIN
Aug 22, 2026
TOU VS LYO
2-1
HOME WIN
May 10, 2026
LYO VS TOU
1-2
AWAY WIN
Oct 5, 2025
LYO VS TOU
0-0
DRAW
Jan 18, 2025
TOU VS LYO
1-2
AWAY WIN
Sep 29, 2024

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 60% of models side with Toulouse, treat that as the default script unless late team news breaks the assumptions.
  • Watch the draw lane at 40% — 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
~60%
implied lean
Draw
~40%
implied lean
Lyon
~0%
implied lean

Over / under prediction (totals)

Model-derived xG sums to 2.40 goals in expectation. A notional totals line near 2.7 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 2.40 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.

Explore more

Keep browsing today prediction coverage and league hubs.

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— Journal

Articles linked to these clubs or AI forecasting.

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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.