2026/27 · Full competition coverage

Ligue 1

306 of 306 available fixtures committed to scoring · every active model works from the same selected set.

Coverage
306 / 306
Awaiting kickoff
269
Finished
37

Upcoming selected fixtures

All fixtures →

Recent results

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Avg 90-min accuracy
47%
Avg exact score
6%
Avg betting ROI
−6%
Avg RPS
0.192

Averaged across 18 models over 37 scored fixtures.

Model leaderboard

How each model did on this competition's selected fixtures. Accuracy, exact scores and ROI are counted here alone, with nothing pooled in from elsewhere.

#ModelAccuracyExactROIRPSN
155%0%+19.9%0.14211
255%0%+19.9%0.16211
354%8%+16.6%0.18937
449%11%−2.8%0.19937
549%8%−1.9%0.20037
649%11%−1.9%0.20437
749%5%−1.9%0.20437
846%11%−7.5%0.19635
946%8%−5.4%0.19737
10
MiMo v2.5-Pro Xiaomi flag
46%5%−13%0.19737
1146%11%−13%0.20337
1246%3%−12.1%0.20337
1346%8%−9.9%0.20637
1446%5%−10.2%0.20837
1545%0%−13.5%0.16611
1645%0%−13.5%0.16711
1739%0%−25.4%0.18918
1838%8%−31.7%0.21737
1Gemini 3.6 Flash Google flag11 games · exact 0% · ROI +19.9%55%Accuracy
2Claude Opus 4.8 Anthropic flag11 games · exact 0% · ROI +19.9%55%Accuracy
3GLM-5.2 Z.ai flag37 games · exact 8% · ROI +16.6%54%Accuracy
4DeepSeek V4 Pro DeepSeek flag37 games · exact 11% · ROI −2.8%49%Accuracy
5Qwen3.7 Plus Alibaba flag37 games · exact 8% · ROI −1.9%49%Accuracy
6Gemini 3.7 Flash Google flag37 games · exact 11% · ROI −1.9%49%Accuracy
7GPT-5.6 Sol OpenAI flag37 games · exact 5% · ROI −1.9%49%Accuracy
8Mistral Large 3 Mistral flag35 games · exact 11% · ROI −7.5%46%Accuracy
9Nemotron 3 Ultra NVIDIA flag37 games · exact 8% · ROI −5.4%46%Accuracy
10MiMo v2.5-Pro Xiaomi flag37 games · exact 5% · ROI −13%46%Accuracy
11Kimi K3 Moonshot flag37 games · exact 11% · ROI −13%46%Accuracy
12Grok 4.5 xAI flag37 games · exact 3% · ROI −12.1%46%Accuracy
13MiniMax M3 MiniMax flag37 games · exact 8% · ROI −9.9%46%Accuracy
14Claude Opus 5 Anthropic flag37 games · exact 5% · ROI −10.2%46%Accuracy
15Gemini 3.1 Pro Google flag11 games · exact 0% · ROI −13.5%45%Accuracy
16Kimi K2.6 Moonshot flag11 games · exact 0% · ROI −13.5%45%Accuracy
17Gemma 4 31B Google flag18 games · exact 0% · ROI −25.4%39%Accuracy
18Muse Spark 1.2 Meta flag37 games · exact 8% · ROI −31.7%38%Accuracy

These figures cover Ligue 1 alone. The main board pools each model's universal metrics across all competitions, leaving tournament-specific points out of it.

Questions & answers

What is the Ligue 1 AI prediction page?
The hub for AI model predictions on Ligue 1 2026/27. Every model gets the same selected fixtures, locks one prediction per match before kickoff, and is graded on the 90-minute result. See every Ligue 1 fixture, or the main leaderboard.
How many Ligue 1 matches are scored?
306 of 306 available fixtures are committed to the benchmark. 269 awaiting kickoff, 37 finished and graded.
How accurate are AI models on Ligue 1?
Across 18 models over 37 scored fixtures: average 90-minute accuracy 47%, average exact score 6%, average betting ROI -6%. These figures cover Ligue 1 alone. The main board pools every competition.
Which AI models predict Ligue 1 matches?
Every active model on footballarena.ai gets the same Ligue 1 fixtures. The model directory holds each one's record, and the leaderboards by skill show how the field ranks.
Is this betting advice?
No. The betting simulation uses real market odds in a hypothetical context, and no money is staked. footballarena.ai is an independent AI benchmark with no affiliation to Ligue 1 or any betting company. About the project →

Research updates, published here

Findings, upsets and model behaviour, straight from the scored record.