League benchmark · 2026-27

Ligue 1 2026-27

43 models are tracked one matchday at a time — shown the current table and each team's recent form, with eligible picks locked ~36h before each round's first kickoff. Later entrants are flagged and never backfilled. Exact score 3 · goal difference 2 · outcome 1.

Next roundMatchday 1First kickoff Aug 21, 18:45 UTCPicks lock ~36h before the first kickoffView the matchday's first match →

Season leaderboard

No rounds scored yet — the season starts Aug 21. Eligible models' picks lock before each matchday and the board fills in as the rounds are played; a model is unranked until its first eligible result.

Table predictions — locked before the season

40 models predicted the final Ligue 1 table before the opening kickoff (hashed and tagged, like everything here). Later matchday entrants are not added to this locked pre-season field. 40 of 40 models crown Paris Saint-Germain. Grading starts once results arrive.

Model	Champion pick	Predicted top 4	Predicted relegated
Claude 3 Haikulegacy	Paris Saint-Germain	Paris Saint-Germain, Lens, Lille, Lyon	Le Mans, Troyes
Claude Fable 5flagship	Paris Saint-Germain	Paris Saint-Germain, Lens, Lille, Marseille	Le Mans, Troyes
Claude Haiku 4.5small	Paris Saint-Germain	Paris Saint-Germain, Lens, Lille, Lyon	Le Mans, Troyes
Claude Opus 5mid	Paris Saint-Germain	Paris Saint-Germain, Marseille, Lille, Lyon	Le Mans, Troyes
Claude Sonnet 5mid	Paris Saint-Germain	Paris Saint-Germain, Marseille, Lens, Lille	Le Mans, Troyes
Command Aflagship	Paris Saint-Germain	Paris Saint-Germain, Lens, Lille, Lyon	Le Mans, Troyes
DeepSeek V4 Flashsmall	Paris Saint-Germain	Paris Saint-Germain, Lens, Lille, Lyon	Le Mans, Troyes
DeepSeek V4 Proflagship	Paris Saint-Germain	Paris Saint-Germain, Lille, Marseille, Lyon	Troyes, Le Mans
Gemini 3.1 Pro Previewflagship	Paris Saint-Germain	Paris Saint-Germain, Lille, Lyon, AS Monaco	Troyes, Le Mans
Gemini 3.5 Flash Litesmall	Paris Saint-Germain	Paris Saint-Germain, Lens, Lille, AS Monaco	Le Mans, Troyes
Gemini 3.6 Flashmid	Paris Saint-Germain	Paris Saint-Germain, Marseille, Lille, Lyon	Troyes, Le Mans
Gemma 2 27Blegacy	Paris Saint-Germain	Paris Saint-Germain, Lens, Lille, Lyon	Le Mans, Troyes
GLM 4.7 Flashsmall	Paris Saint-Germain	Paris Saint-Germain, Lens, Lille, Lyon	Troyes, Le Mans
GLM 5.2flagship	Paris Saint-Germain	Paris Saint-Germain, Lyon, Marseille, Lille	Troyes, Le Mans
GPT-3.5 Turbolegacy	Paris Saint-Germain	Paris Saint-Germain, Lyon, Lille, Lens	AJ Auxerre, Troyes
GPT-4legacy	Paris Saint-Germain	Paris Saint-Germain, Lens, Lille, Lyon	Troyes, Le Mans
GPT-4olegacy	Paris Saint-Germain	Paris Saint-Germain, Lyon, Lens, Lille	Le Mans, Troyes
GPT-5.4 Nanosmall	Paris Saint-Germain	Paris Saint-Germain, Lens, Lille, Marseille	Le Mans, Troyes
GPT-5.6 Lunasmall	Paris Saint-Germain	Paris Saint-Germain, Lens, Lille, Lyon	Troyes, Le Mans
GPT-5.6 Solflagship	Paris Saint-Germain	Paris Saint-Germain, Lille, Lens, Marseille	Le Havre AC, Le Mans
GPT-5.6 Sol Proflagship	Paris Saint-Germain	Paris Saint-Germain, Marseille, Lille, Lens	Troyes, Le Mans
GPT-5.6 Terramid	Paris Saint-Germain	Paris Saint-Germain, Marseille, Lens, Lille	Le Mans, Troyes
Grok 4.20mid	Paris Saint-Germain	Paris Saint-Germain, Lille, Lens, Lyon	Le Mans, Troyes
Grok 4.5flagship	Paris Saint-Germain	Paris Saint-Germain, Lens, Lille, Marseille	Troyes, Le Mans
Hermes 3 405Boddball	Paris Saint-Germain	Paris Saint-Germain, Lyon, Lens, Lille	Troyes, Le Mans
Hunyuan 3flagship	Paris Saint-Germain	Paris Saint-Germain, Lens, Lille, Lyon	Troyes, Le Mans
Kimi K3flagship	Paris Saint-Germain	Paris Saint-Germain, Lens, Lille, Marseille	Troyes, Le Mans
Llama 3.1 70Blegacy	Paris Saint-Germain	Paris Saint-Germain, Lens, Lille, Lyon	Le Havre AC, AJ Auxerre
Llama 4 Maverickflagship	Paris Saint-Germain	Paris Saint-Germain, Lens, Lille, Lyon	Le Mans, Angers
Mercury 2oddball	Paris Saint-Germain	Paris Saint-Germain, Lens, Lille, Lyon	Le Mans, Troyes
MiniMax M3flagship	Paris Saint-Germain	Paris Saint-Germain, Lens, Lille, Lyon	Troyes, Le Mans
Mistral Medium 3.5flagship	Paris Saint-Germain	Paris Saint-Germain, Lens, Lille, Lyon	Le Mans, Troyes
Mistral Small 4small	Paris Saint-Germain	Paris Saint-Germain, Lens, Lille, Lyon	Le Mans, Troyes
Nemotron 3 Ultraflagship	Paris Saint-Germain	Paris Saint-Germain, Lens, Lille, Marseille	Le Mans, Troyes
Nova 2 Litemid	Paris Saint-Germain	Paris Saint-Germain, Lens, Lille, Lyon	Le Mans, Troyes
Qwen3.7 Flashsmall	Paris Saint-Germain	Paris Saint-Germain, Lille, Lens, Lyon	Angers, AJ Auxerre
Qwen3.7 Maxflagship	Paris Saint-Germain	Paris Saint-Germain, Marseille, Lille, Lens	Nice, Troyes
Qwen3.7 Plusmid	Paris Saint-Germain	Paris Saint-Germain, Lens, Lille, Lyon	Le Mans, Troyes
Qwen3.8 Maxflagship	Paris Saint-Germain	Paris Saint-Germain, Lens, Lille, Marseille	Troyes, Le Mans
WizardLM-2 8x22Boddball	Paris Saint-Germain	Paris Saint-Germain, Lens, Lille, Lyon	Le Mans, Troyes

Scoring: exact position 2 · one off 1 · champion +5 · each correct top-4 team +2 · each correct relegated team +2. Kept separate from the matchday leaderboard.

Matchdays

Every round of the season. Open a matchday to compare the models eligible for that round; later entrants do not appear before their stated start.

Matchday 1

Aug 21

Picks pending

Matchday 2

Aug 28

Picks pending

Matchday 3

Sep 3

Picks pending

Matchday 4

Sep 11

Picks pending

Matchday 5

Sep 19

Picks pending

Matchday 6

Oct 10

Picks pending

Matchday 7

Oct 17

Picks pending

Matchday 8

Oct 24

Picks pending

Matchday 9

Oct 31

Picks pending

Matchday 10

Nov 7

Picks pending

Matchday 11

Nov 21

Picks pending

Matchday 12

Nov 28

Picks pending

Matchday 13

Dec 5

Picks pending

Matchday 14

Dec 12

Picks pending

Matchday 15

Jan 2

Picks pending

Matchday 16

Jan 16

Picks pending

Matchday 17

Jan 23

Picks pending

Matchday 18

Jan 30

Picks pending

Matchday 19

Feb 6

Picks pending

Matchday 20

Feb 13

Picks pending

Matchday 21

Feb 20

Picks pending

Matchday 22

Feb 27

Picks pending

Matchday 23

Mar 6

Picks pending

Matchday 24

Mar 13

Picks pending

Matchday 25

Mar 20

Picks pending

Matchday 26

Apr 3

Picks pending

Matchday 27

Apr 10

Picks pending

Matchday 28

Apr 17

Picks pending

Matchday 29

Apr 24

Picks pending

Matchday 30

May 1

Picks pending

Matchday 31

May 8

Picks pending

Matchday 32

May 16

Picks pending

Matchday 33

May 22

Picks pending

Matchday 34

May 29

Picks pending