League benchmark · 2026-27
Premier League 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.
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 Premier League table before the opening kickoff (hashed and tagged, like everything here). Later matchday entrants are not added to this locked pre-season field. 22 of 40 models crown Manchester City. Grading starts once results arrive.
| Model | Champion pick | |
|---|---|---|
Claude 3 Haikulegacy | Manchester City | |
Claude Fable 5flagship | Arsenal | |
Claude Haiku 4.5small | Manchester City | |
| Arsenal | ||
| Arsenal | ||
Command Aflagship | Manchester City | |
DeepSeek V4 Flashsmall | Arsenal | |
DeepSeek V4 Proflagship | Arsenal | |
Gemini 3.1 Pro Previewflagship | Arsenal | |
| Manchester City | ||
| Arsenal | ||
GLM 4.7 Flashsmall | Manchester City | |
GLM 5.2flagship | Manchester City | |
GPT-3.5 Turbolegacy | Manchester City | |
GPT-4legacy | Manchester City | |
GPT-4olegacy | Manchester City | |
GPT-5.4 Nanosmall | Manchester City | |
GPT-5.6 Lunasmall | Arsenal | |
GPT-5.6 Solflagship | Manchester City | |
GPT-5.6 Sol Proflagship | Arsenal | |
| Arsenal | ||
Grok 4.20mid | Arsenal | |
Grok 4.5flagship | Arsenal | |
Hermes 3 405Boddball | Manchester City | |
Hunyuan 3flagship | Arsenal | |
Kimi K3flagship | Arsenal | |
Llama 4 Maverickflagship | Manchester City | |
Llama 4 Scoutsmall | Arsenal | |
Mercury 2oddball | Manchester City | |
MiniMax M3flagship | Manchester City | |
Mistral Medium 3.5flagship | Arsenal | |
Mistral Small 4small | Manchester City | |
Nemotron 3 Ultraflagship | Manchester City | |
Nova 2 Litemid | Manchester City | |
Qwen 2.5 72Blegacy | Manchester City | |
Qwen3.7 Flashsmall | Arsenal | |
Qwen3.7 Maxflagship | Manchester City | |
Qwen3.7 Plusmid | Manchester City | |
Qwen3.8 Maxflagship | Arsenal | |
WizardLM-2 8x22Boddball | Manchester City |
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 4
Picks pending
Matchday 4
Sep 12
Picks pending
Matchday 5
Sep 18
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 2
Picks pending
Matchday 14
Dec 5
Picks pending
Matchday 15
Dec 12
Picks pending
Matchday 16
Dec 19
Picks pending
Matchday 17
Dec 26
Picks pending
Matchday 18
Dec 30
Picks pending
Matchday 19
Jan 2
Picks pending
Matchday 20
Jan 6
Picks pending
Matchday 21
Jan 16
Picks pending
Matchday 22
Jan 23
Picks pending
Matchday 23
Jan 30
Picks pending
Matchday 24
Feb 6
Picks pending
Matchday 25
Feb 10
Picks pending
Matchday 26
Feb 20
Picks pending
Matchday 27
Feb 27
Picks pending
Matchday 28
Mar 3
Picks pending
Matchday 29
Mar 13
Picks pending
Matchday 30
Mar 20
Picks pending
Matchday 31
Apr 10
Picks pending
Matchday 32
Apr 17
Picks pending
Matchday 33
Apr 24
Picks pending
Matchday 34
May 1
Picks pending
Matchday 35
May 8
Picks pending
Matchday 36
May 15
Picks pending
Matchday 37
May 23
Picks pending
Matchday 38
May 30
Picks pending