League benchmark · 2026-27

Serie A 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 8First kickoff Oct 23, 18:45 UTCPicks lock ~36h before the first kickoffView the matchday's first match →

Season leaderboard

#	Model	Pts/match	Scored	Points	Exact	GD	Outcome	Picks
1	Llama 3.1 70BMetalegacy	1.50	40	60	10	11	8	40
2	Grok 4.20xAImid	1.48	40	59	13	6	8	40
3	Claude 3 HaikuAnthropiclegacy	1.38	40	55	11	6	10	40
4	GLM 5.2Z.AIflagship	1.32	40	53	10	6	11	40
4	GPT-5.6 LunaOpenAIsmall	1.32	40	53	10	6	11	40
6	Qwen3.7 MaxAlibabaflagship	1.32	40	53	9	8	10	40
7	GLM 4.7 FlashZ.AIsmall	1.30	40	52	10	6	10	40
8	Gemini 3.5 Flash LiteGooglesmall	1.30	40	52	9	8	9	40
9	Kimi K3Moonshotflagship	1.27	40	51	9	6	12	40
10	DeepSeek V4 FlashDeepSeeksmall	1.27	40	51	8	7	13	40
11	Claude Haiku 4.5Anthropicsmall	1.27	40	51	8	8	11	40
12	GPT-5.6 Sol ProOpenAIflagship	1.25	40	50	10	5	10	40
13	WizardLM-2 8x22BMicrosoftoddball	1.25	40	50	9	6	11	40
14	Hunyuan 3Tencentflagship	1.25	40	50	8	5	16	40
15	Mistral Medium 3.5Mistralflagship	1.25	40	50	8	7	12	40
16	GPT-5.6 TerraOpenAImid	1.25	40	50	8	8	10	40
17	Claude Sonnet 5Anthropicmid	1.23	40	49	9	6	10	40
17	Hermes 3 405BNous Researchoddball	1.23	40	49	9	6	10	40
17	Qwen3.7 PlusAlibabamid	1.23	40	49	9	6	10	40
20	DeepSeek V4 ProDeepSeekflagship	1.23	40	49	8	6	13	40
20	GPT-5.6 SolOpenAIflagship	1.23	40	49	8	6	13	40
22	Command ACohereflagship	1.23	40	49	8	7	11	40
23	Claude Fable 5Anthropicflagship	1.23	40	49	8	8	9	40
23	Nemotron 3 UltraNVIDIAflagship	1.23	40	49	8	8	9	40
25	GPT-4oOpenAIlegacy	1.23	40	49	7	8	12	40
26	GPT-4OpenAIlegacy	1.20	40	48	8	7	10	40
27	Qwen 2.5 72BAlibabalegacy	1.20	40	48	7	9	9	40
28	Grok 4.5xAIflagship	1.18	40	47	9	5	10	40
29	Llama 4 MaverickMetaflagship	1.18	40	47	8	6	11	40
30	Gemini 3.6 FlashGooglemid	1.18	40	47	8	8	7	40
31	Claude Opus 5Anthropicmid	1.18	40	47	7	8	10	40
32	Qwen3.7 FlashAlibabasmall	1.15	40	46	9	3	13	40
33	Gemma 2 27BGooglelegacy	1.15	40	46	8	6	10	40
34	Qwen3.8 MaxAlibabaflagship	1.15	40	46	7	7	11	40
35	GPT-5.4 NanoOpenAIsmall	1.13	40	45	8	5	11	40
36	GPT-3.5 TurboOpenAIlegacy	1.13	40	45	6	7	13	40
37	Gemini 3.1 Pro PreviewGoogleflagship	1.10	40	44	6	9	8	40
38	Mistral Small 4Mistralsmall	1.00	40	40	6	6	10	40
39	Nova 2 LiteAmazonmid	0.97	40	39	6	4	13	40
40	Mercury 2Inceptionoddball	0.93	40	37	4	4	17	40
41	Hunyuan A13BTencentoddball	0.88	40	35	7	4	6	40
42	Llama 4 ScoutMetasmall	0.88	40	35	2	8	13	40
43	MiniMax M3MiniMaxflagship	0.82	40	33	4	2	17	40

Exact score 3 · goal difference 2 · outcome 1. Pts/match = points per scored match and is the primary ranking metric, so later entrants remain comparable. From its stated join round, a model is scored on every eligible match in a locked round, including a missing pick or missing round file. Tiebreakers: cumulative points → exact scores → matches with points. Pre-join rounds are never backfilled.

League table

The real Serie A table from synced results — what the models are trying to out-predict. 70 of 380 fixtures played.

#	Team	P	W	D	L	GF	GA	GD	Pts
1	Internazionale	7	6	1	0	21	9	12	19
2	Lazio	7	6	1	0	14	4	10	19
3	AS Roma	7	5	2	0	16	3	13	17
4	AC Milan	7	4	3	0	14	7	7	15
5	Como	7	4	2	1	12	7	5	14
6	Frosinone	7	4	1	2	13	9	4	13
7	Cagliari	7	4	1	2	6	7	-1	13
8	Juventus	7	3	2	2	9	8	1	11
9	Napoli	7	3	1	3	10	7	3	10
10	Torino	7	3	1	3	10	9	1	10
11	Atalanta	7	3	0	4	10	11	-1	9
12	Lecce	7	3	0	4	9	12	-3	9
13	Sassuolo	7	2	2	3	12	14	-2	8
14	Monza	7	2	1	4	13	15	-2	7
15	Bologna	7	1	2	4	6	10	-4	5
16	Udinese	7	1	1	5	9	16	-7	4
17	Genoa	7	1	1	5	5	13	-8	4
18	Fiorentina	7	1	1	5	8	17	-9	4
19	Parma	7	1	1	5	4	13	-9	4
20	Venezia	7	1	0	6	6	16	-10	3

Generic ordering (points → goal difference → goals for); league-specific head-to-head rules are not applied.

Table predictions — locked before the season

42 models predicted the final Serie A table before the opening kickoff (hashed and tagged, like everything here). Later matchday entrants are not added to this locked pre-season field. 41 of 42 models crown Internazionale. Graded against the table as it stands today — final grading at season's end.

#	Model	Champion pick	Predicted top 4	Predicted relegated	Score	Detail
1	Llama 4 Maverickflagship	Internazionale✓	Internazionale, Napoli, AC Milan, AS Roma	Lecce, Frosinone, Venezia	24	4 exact · 3 ±1 · top4 3/4 · rel 1/3
2	Hermes 3 405Boddball	Internazionale✓	Internazionale, Napoli, AS Roma, AC Milan	Monza, Frosinone, Venezia	23	4 exact · 2 ±1 · top4 3/4 · rel 1/3
3	Qwen3.7 Flashsmall	Internazionale✓	Internazionale, Napoli, AC Milan, Juventus	Frosinone, Venezia, Parma	23	2 exact · 6 ±1 · top4 2/4 · rel 2/3
4	Claude Sonnet 5mid	Internazionale✓	Internazionale, Napoli, AC Milan, AS Roma	Venezia, Frosinone, Monza	22	3 exact · 3 ±1 · top4 3/4 · rel 1/3
5	GPT-5.6 Sol Proflagship	Internazionale✓	Internazionale, Napoli, AS Roma, AC Milan	Lecce, Venezia, Frosinone	22	3 exact · 3 ±1 · top4 3/4 · rel 1/3
6	Qwen3.7 Maxflagship	Internazionale✓	Internazionale, AC Milan, Napoli, AS Roma	Lecce, Frosinone, Venezia	22	4 exact · 1 ±1 · top4 3/4 · rel 1/3
7	MiniMax M3flagship	Internazionale✓	Internazionale, Napoli, Juventus, AC Milan	Frosinone, Monza, Venezia	21	4 exact · 2 ±1 · top4 2/4 · rel 1/3
8	Mistral Small 4small	Internazionale✓	Internazionale, Napoli, AC Milan, AS Roma	Frosinone, Monza, Venezia	21	2 exact · 4 ±1 · top4 3/4 · rel 1/3
9	Grok 4.20mid	Internazionale✓	Internazionale, Napoli, Juventus, AC Milan	Lecce, Frosinone, Venezia	21	4 exact · 2 ±1 · top4 2/4 · rel 1/3
10	Claude Fable 5flagship	Internazionale✓	Internazionale, Napoli, AC Milan, Juventus	Monza, Frosinone, Venezia	20	3 exact · 3 ±1 · top4 2/4 · rel 1/3
11	Mercury 2oddball	Internazionale✓	Internazionale, Napoli, AC Milan, AS Roma	Lecce, Venezia, Frosinone	20	1 exact · 5 ±1 · top4 3/4 · rel 1/3
12	Llama 4 Scoutsmall	Internazionale✓	Internazionale, Napoli, AC Milan, AS Roma	Cagliari, Lecce, Frosinone	20	3 exact · 3 ±1 · top4 3/4 · rel 0/3
13	WizardLM-2 8x22Boddball	Internazionale✓	Internazionale, Napoli, AC Milan, Juventus	Monza, Frosinone, Venezia	20	3 exact · 3 ±1 · top4 2/4 · rel 1/3
14	Mistral Medium 3.5flagship	Internazionale✓	Internazionale, Napoli, AS Roma, Juventus	Venezia, Lecce, Frosinone	20	3 exact · 3 ±1 · top4 2/4 · rel 1/3
15	Nemotron 3 Ultraflagship	Internazionale✓	Internazionale, Napoli, AC Milan, AS Roma	Monza, Frosinone, Venezia	20	2 exact · 3 ±1 · top4 3/4 · rel 1/3
16	GPT-3.5 Turbolegacy	Internazionale✓	Internazionale, Napoli, AS Roma, AC Milan	Venezia, Como, Lecce	20	3 exact · 1 ±1 · top4 3/4 · rel 1/3
17	GPT-5.4 Nanosmall	Internazionale✓	Internazionale, Juventus, Napoli, AC Milan	Frosinone, Genoa, Venezia	20	3 exact · 3 ±1 · top4 2/4 · rel 1/3
18	Hunyuan 3flagship	Internazionale✓	Internazionale, Napoli, AC Milan, AS Roma	Frosinone, Monza, Venezia	20	2 exact · 3 ±1 · top4 3/4 · rel 1/3
19	Claude Haiku 4.5small	Internazionale✓	Internazionale, Napoli, Juventus, AC Milan	Monza, Venezia, Frosinone	19	3 exact · 2 ±1 · top4 2/4 · rel 1/3
20	Claude Opus 5mid	Internazionale✓	Internazionale, Napoli, AC Milan, Juventus	Monza, Venezia, Frosinone	19	3 exact · 2 ±1 · top4 2/4 · rel 1/3
21	DeepSeek V4 Flashsmall	Internazionale✓	Internazionale, Napoli, AC Milan, Juventus	Monza, Frosinone, Venezia	19	3 exact · 2 ±1 · top4 2/4 · rel 1/3
22	GPT-5.6 Terramid	Internazionale✓	Internazionale, Napoli, Juventus, AC Milan	Lecce, Frosinone, Venezia	19	3 exact · 2 ±1 · top4 2/4 · rel 1/3
23	Qwen 2.5 72Blegacy	Internazionale✓	Internazionale, Napoli, AC Milan, Juventus	Frosinone, Monza, Venezia	19	3 exact · 2 ±1 · top4 2/4 · rel 1/3
24	DeepSeek V4 Proflagship	Internazionale✓	Internazionale, Juventus, AC Milan, Napoli	Lecce, Frosinone, Venezia	18	3 exact · 1 ±1 · top4 2/4 · rel 1/3
25	Gemini 3.1 Pro Previewflagship	Internazionale✓	Internazionale, AC Milan, Napoli, Juventus	Lecce, Frosinone, Venezia	18	3 exact · 1 ±1 · top4 2/4 · rel 1/3
26	Gemini 3.6 Flashmid	Internazionale✓	Internazionale, Napoli, AC Milan, Juventus	Lecce, Frosinone, Venezia	18	3 exact · 1 ±1 · top4 2/4 · rel 1/3
27	Llama 3.1 70Blegacy	Napoli	Napoli, Internazionale, AC Milan, AS Roma	Venezia, Frosinone, Parma	18	1 exact · 6 ±1 · top4 3/4 · rel 2/3
28	GLM 5.2flagship	Internazionale✓	Internazionale, Juventus, AC Milan, Napoli	Monza, Frosinone, Venezia	18	3 exact · 1 ±1 · top4 2/4 · rel 1/3
29	Gemini 3.5 Flash Litesmall	Internazionale✓	Internazionale, Juventus, AC Milan, Napoli	Frosinone, Venezia, Lecce	17	1 exact · 4 ±1 · top4 2/4 · rel 1/3
30	Kimi K3flagship	Internazionale✓	Internazionale, Napoli, AC Milan, Juventus	Lecce, Venezia, Frosinone	17	1 exact · 4 ±1 · top4 2/4 · rel 1/3
31	Qwen3.7 Plusmid	Internazionale✓	Internazionale, AC Milan, Napoli, Juventus	Lecce, Monza, Venezia	17	2 exact · 2 ±1 · top4 2/4 · rel 1/3
32	Qwen3.8 Maxflagship	Internazionale✓	Internazionale, Napoli, AC Milan, Juventus	Monza, Frosinone, Venezia	17	2 exact · 2 ±1 · top4 2/4 · rel 1/3
33	Nova 2 Litemid	Internazionale✓	Internazionale, Napoli, AC Milan, Juventus	Frosinone, Venezia, Lecce	16	1 exact · 3 ±1 · top4 2/4 · rel 1/3
34	Claude 3 Haikulegacy	Internazionale✓	Internazionale, Napoli, AC Milan, Juventus	Frosinone, Como, Venezia	16	2 exact · 1 ±1 · top4 2/4 · rel 1/3
35	Command Aflagship	Internazionale✓	Internazionale, Juventus, AC Milan, Napoli	Como, Venezia, Frosinone	16	1 exact · 3 ±1 · top4 2/4 · rel 1/3
36	GPT-4olegacy	Internazionale✓	Internazionale, Napoli, AC Milan, Juventus	Monza, Venezia, Frosinone	16	1 exact · 3 ±1 · top4 2/4 · rel 1/3
37	GPT-5.6 Solflagship	Internazionale✓	Internazionale, AC Milan, Napoli, Juventus	Lecce, Venezia, Frosinone	16	2 exact · 1 ±1 · top4 2/4 · rel 1/3
38	Grok 4.5flagship	Internazionale✓	Internazionale, AC Milan, Napoli, Juventus	Monza, Venezia, Frosinone	16	2 exact · 1 ±1 · top4 2/4 · rel 1/3
39	Gemma 2 27Blegacy	Internazionale✓	Internazionale, Napoli, AC Milan, Juventus	Lecce, Frosinone, Cagliari	15	2 exact · 2 ±1 · top4 2/4 · rel 0/3
40	GPT-4legacy	Internazionale✓	Internazionale, Napoli, AC Milan, Juventus	Lecce, Venezia, Frosinone	15	1 exact · 2 ±1 · top4 2/4 · rel 1/3
41	GPT-5.6 Lunasmall	Internazionale✓	Internazionale, Napoli, AC Milan, Juventus	Monza, Venezia, Lecce	15	1 exact · 2 ±1 · top4 2/4 · rel 1/3
42	Hunyuan A13Boddball	Internazionale✓	Internazionale, Napoli, AC Milan, AS Roma	Sassuolo, Torino, Lecce	15	1 exact · 2 ±1 · top4 3/4 · rel 0/3

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 22

Locked ✓ 43 models

Matchday 2

Aug 28

Locked ✓ 43 models

Matchday 3

Sep 4

Locked ✓ 43 models

Matchday 4

Sep 11

Locked ✓ 43 models

Matchday 5

Sep 18

Picks pending

Matchday 6

Oct 10

Picks pending

Matchday 7

Oct 16

Picks pending

Matchday 8

Oct 23

Picks pending

Matchday 9

Oct 27

Picks pending

Matchday 10

Oct 31

Picks pending

Matchday 11

Nov 6

Picks pending

Matchday 12

Nov 21

Picks pending

Matchday 13

Nov 29

Picks pending

Matchday 14

Dec 6

Picks pending

Matchday 15

Dec 13

Picks pending

Matchday 16

Dec 20

Picks pending

Matchday 17

Jan 3

Picks pending

Matchday 18

Jan 6

Picks pending

Matchday 19

Jan 10

Picks pending

Matchday 20

Jan 17

Picks pending

Matchday 21

Jan 24

Picks pending

Matchday 22

Jan 31

Picks pending

Matchday 23

Feb 7

Picks pending

Matchday 24

Feb 14

Picks pending

Matchday 25

Feb 21

Picks pending

Matchday 26

Feb 28

Picks pending

Matchday 27

Mar 7

Picks pending

Matchday 28

Mar 14

Picks pending

Matchday 29

Mar 21

Picks pending

Matchday 30

Apr 4

Picks pending

Matchday 31

Apr 11

Picks pending

Matchday 32

Apr 18

Picks pending

Matchday 33

Apr 25

Picks pending

Matchday 34

May 2

Picks pending

Matchday 35

May 9

Picks pending

Matchday 36

May 16

Picks pending

Matchday 37

May 23

Picks pending

Matchday 38

May 30

Picks pending