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 4First kickoff Sep 11, 18:45 UTCLocked · 43 models pre-registeredView the matchday's first match →

Season leaderboard

#	Model	Pts/match	Scored	Points	Exact	GD	Outcome	Picks
1	Llama 3.1 70BMetalegacy	1.58	31	49	10	6	7	40
2	Claude 3 HaikuAnthropiclegacy	1.55	31	48	10	5	8	40
3	GLM 5.2Z.AIflagship	1.45	31	45	9	5	8	40
4	Grok 4.20xAImid	1.42	31	44	10	3	8	40
5	WizardLM-2 8x22BMicrosoftoddball	1.42	31	44	9	4	9	40
6	Gemini 3.5 Flash LiteGooglesmall	1.42	31	44	9	5	7	40
7	GPT-5.6 Sol ProOpenAIflagship	1.39	31	43	10	3	7	40
8	Kimi K3Moonshotflagship	1.39	31	43	9	3	10	40
9	GPT-5.6 LunaOpenAIsmall	1.35	31	42	9	3	9	40
9	Qwen3.7 FlashAlibabasmall	1.35	31	42	9	3	9	40
11	Hunyuan 3Tencentflagship	1.35	31	42	8	3	12	40
12	Qwen3.7 MaxAlibabaflagship	1.35	31	42	8	5	8	40
13	Claude Haiku 4.5Anthropicsmall	1.35	31	42	7	6	9	40
14	GLM 4.7 FlashZ.AIsmall	1.32	31	41	8	4	9	40
14	Llama 4 MaverickMetaflagship	1.32	31	41	8	4	9	40
16	DeepSeek V4 FlashDeepSeeksmall	1.32	31	41	7	5	10	40
17	Gemma 2 27BGooglelegacy	1.32	31	41	7	6	8	40
18	Qwen3.7 PlusAlibabamid	1.29	31	40	9	3	7	40
19	DeepSeek V4 ProDeepSeekflagship	1.29	31	40	8	3	10	40
19	GPT-5.6 SolOpenAIflagship	1.29	31	40	8	3	10	40
19	Mistral Medium 3.5Mistralflagship	1.29	31	40	8	3	10	40
22	GPT-5.6 TerraOpenAImid	1.29	31	40	8	4	8	40
22	Hermes 3 405BNous Researchoddball	1.29	31	40	8	4	8	40
24	GPT-4oOpenAIlegacy	1.29	31	40	7	5	9	40
25	GPT-4OpenAIlegacy	1.26	31	39	8	3	9	40
26	Claude Sonnet 5Anthropicmid	1.26	31	39	8	4	7	40
26	Nemotron 3 UltraNVIDIAflagship	1.26	31	39	8	4	7	40
28	Gemini 3.6 FlashGooglemid	1.26	31	39	8	5	5	40
29	GPT-5.4 NanoOpenAIsmall	1.26	31	39	7	4	10	40
30	GPT-3.5 TurboOpenAIlegacy	1.26	31	39	6	6	9	40
31	Qwen 2.5 72BAlibabalegacy	1.26	31	39	6	7	7	40
32	Claude Opus 5Anthropicmid	1.23	31	38	7	5	7	40
33	Grok 4.5xAIflagship	1.19	31	37	8	2	9	40
34	Command ACohereflagship	1.19	31	37	7	3	10	40
35	Claude Fable 5Anthropicflagship	1.19	31	37	7	4	8	40
36	Qwen3.8 MaxAlibabaflagship	1.16	31	36	7	3	9	40
37	Gemini 3.1 Pro PreviewGoogleflagship	1.10	31	34	5	6	7	40
38	Mercury 2Inceptionoddball	1.06	31	33	4	4	13	40
39	Nova 2 LiteAmazonmid	1.03	31	32	6	2	10	40
40	Mistral Small 4Mistralsmall	0.94	31	29	5	3	8	40
41	Llama 4 ScoutMetasmall	0.87	31	27	2	5	11	40
42	Hunyuan A13BTencentoddball	0.84	31	26	6	2	4	40
43	MiniMax M3MiniMaxflagship	0.81	31	25	2	2	15	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. 31 of 380 fixtures played.

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

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