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Ligue 1

Selected fixtures

306 fixtures committed to the benchmark. Predictions appear as each fixture locks, in the 24 hours before kickoff.

Regular Season - 1

4Marseille flagMarseille0Strasbourg flagStrasbourg17/17 correct›5Lens flagLens2Auxerre flagAuxerre17/17 correct›0Nice flagNice0Lorient flagLorient0/17 correct›0Toulouse flagToulouse2Lyon flagLyon15/17 correct›0Estac Troyes flagEstac Troyes0Paris FC flagParis FC0/17 correct›2Le Mans flagLe Mans2Stade Brestois 29 flagStade Brestois 290/17 correct›0Angers flagAngers2Lille flagLille17/17 correct›0Le Havre flagLe Havre1Monaco flagMonaco17/17 correct›2Rennes flagRennes2Paris Saint Germain flagParis Saint Germain0/17 correct›

Regular Season - 2

2Lille flagLille2Paris Saint Germain flagParis Saint Germain0/17 correct›2Strasbourg flagStrasbourg1Lens flagLens9/17 correct›1Lyon flagLyon1Le Havre flagLe Havre0/14 correct›1Lorient flagLorient2Estac Troyes flagEstac Troyes0/14 correct›2Stade Brestois 29 flagStade Brestois 292Toulouse flagToulouse0/14 correct›1Auxerre flagAuxerre3Angers flagAngers0/13 correct›3Paris FC flagParis FC0Nice flagNice7/14 correct›3Rennes flagRennes2Le Mans flagLe Mans13/13 correct›2Monaco flagMonaco0Marseille flagMarseille13/14 correct›

Regular Season - 3

0Toulouse flagToulouse1Lille flagLille13/13 correct›3Lyon flagLyon1Auxerre flagAuxerre13/13 correct›1Paris Saint Germain flagParis Saint Germain2Monaco flagMonaco0/13 correct›0Lens flagLens1Lorient flagLorient0/13 correct›1Nice flagNice1Le Mans flagLe Mans0/13 correct›1Le Havre flagLe Havre2Stade Brestois 29 flagStade Brestois 2913/13 correct›2Estac Troyes flagEstac Troyes6Strasbourg flagStrasbourg5/13 correct›1Angers flagAngers2Rennes flagRennes13/13 correct›2Marseille flagMarseille3Paris FC flagParis FC0/13 correct›

Regular Season - 4

1Rennes flagRennes0Marseille flagMarseille13/13 correct›1Strasbourg flagStrasbourg1Monaco flagMonaco0/13 correct›2Lorient flagLorient2Toulouse flagToulouse1/13 correct›1Auxerre flagAuxerre0Nice flagNice12/13 correct›0Le Havre flagLe Havre0Angers flagAngers1/13 correct›0Paris FC flagParis FC0Lyon flagLyon2/13 correct›2Lille flagLille0Estac Troyes flagEstac Troyes13/13 correct›2Le Mans flagLe Mans2Lens flagLens0/13 correct›0Stade Brestois 29 flagStade Brestois 291Paris Saint Germain flagParis Saint Germain13/13 correct›

Regular Season - 5

2Monaco flagMonaco1Lens flagLens10/13 correct›—Paris FC flagParis FC—Strasbourg flagStrasbourgPredictions made›—Angers flagAngers—Estac Troyes flagEstac TroyesPredictions made›—Lyon flagLyon—Rennes flagRennesPredictions made›—Toulouse flagToulouse—Le Havre flagLe HavrePredictions made›—Le Mans flagLe Mans—Lorient flagLorientPredictions made›—Auxerre flagAuxerre—Stade Brestois 29 flagStade Brestois 29Upcoming›—Nice flagNice—Lille flagLilleUpcoming›—Marseille flagMarseille—Paris Saint Germain flagParis Saint GermainUpcoming›

Regular Season - 6

—Lens flagLens—Lyon flagLyonUpcoming›—Lille flagLille—Le Havre flagLe HavreUpcoming›—Paris Saint Germain flagParis Saint Germain—Le Mans flagLe MansUpcoming›—Monaco flagMonaco—Toulouse flagToulouseUpcoming›—Lorient flagLorient—Paris FC flagParis FCUpcoming›—Stade Brestois 29 flagStade Brestois 29—Angers flagAngersUpcoming›—Nice flagNice—Strasbourg flagStrasbourgUpcoming›—Rennes flagRennes—Auxerre flagAuxerreUpcoming›—Estac Troyes flagEstac Troyes—Marseille flagMarseilleUpcoming›

Regular Season - 7

—Le Mans flagLe Mans—Toulouse flagToulouseUpcoming›—Strasbourg flagStrasbourg—Paris Saint Germain flagParis Saint GermainUpcoming›—Lille flagLille—Stade Brestois 29 flagStade Brestois 29Upcoming›—Estac Troyes flagEstac Troyes—Lens flagLensUpcoming›—Angers flagAngers—Marseille flagMarseilleUpcoming›—Lorient flagLorient—Monaco flagMonacoUpcoming›—Le Havre flagLe Havre—Auxerre flagAuxerreUpcoming›—Paris FC flagParis FC—Rennes flagRennesUpcoming›—Lyon flagLyon—Nice flagNiceUpcoming›

Regular Season - 8

—Stade Brestois 29 flagStade Brestois 29—Nice flagNiceUpcoming›—Toulouse flagToulouse—Estac Troyes flagEstac TroyesUpcoming›—Lens flagLens—Paris FC flagParis FCUpcoming›—Monaco flagMonaco—Lille flagLilleUpcoming›—Angers flagAngers—Lorient flagLorientUpcoming›—Marseille flagMarseille—Le Havre flagLe HavreUpcoming›—Rennes flagRennes—Strasbourg flagStrasbourgUpcoming›—Auxerre flagAuxerre—Le Mans flagLe MansUpcoming›—Paris Saint Germain flagParis Saint Germain—Lyon flagLyonUpcoming›

Regular Season - 9

—Le Havre flagLe Havre—Paris Saint Germain flagParis Saint GermainUpcoming›—Lille flagLille—Lens flagLensUpcoming›—Nice flagNice—Rennes flagRennesUpcoming›—Lyon flagLyon—Angers flagAngersUpcoming›—Lorient flagLorient—Stade Brestois 29 flagStade Brestois 29Upcoming›—Estac Troyes flagEstac Troyes—Le Mans flagLe MansUpcoming›—Strasbourg flagStrasbourg—Auxerre flagAuxerreUpcoming›—Paris FC flagParis FC—Monaco flagMonacoUpcoming›—Marseille flagMarseille—Toulouse flagToulouseUpcoming›

Regular Season - 10

—Toulouse flagToulouse—Strasbourg flagStrasbourgUpcoming›—Auxerre flagAuxerre—Paris FC flagParis FCUpcoming›—Paris Saint Germain flagParis Saint Germain—Estac Troyes flagEstac TroyesUpcoming›—Rennes flagRennes—Lille flagLilleUpcoming›—Angers flagAngers—Nice flagNiceUpcoming›—Stade Brestois 29 flagStade Brestois 29—Lyon flagLyonUpcoming›—Le Havre flagLe Havre—Lorient flagLorientUpcoming›—Le Mans flagLe Mans—Monaco flagMonacoUpcoming›—Lens flagLens—Marseille flagMarseilleUpcoming›

Regular Season - 11

—Estac Troyes flagEstac Troyes—Le Havre flagLe HavreUpcoming›—Nice flagNice—Paris Saint Germain flagParis Saint GermainUpcoming›—Lille flagLille—Lyon flagLyonUpcoming›—Monaco flagMonaco—Auxerre flagAuxerreUpcoming›—Strasbourg flagStrasbourg—Stade Brestois 29 flagStade Brestois 29Upcoming›—Lens flagLens—Toulouse flagToulouseUpcoming›—Paris FC flagParis FC—Angers flagAngersUpcoming›—Lorient flagLorient—Rennes flagRennesUpcoming›—Marseille flagMarseille—Le Mans flagLe MansUpcoming›

Regular Season - 12

—Stade Brestois 29 flagStade Brestois 29—Paris FC flagParis FCUpcoming›—Angers flagAngers—Lens flagLensUpcoming›—Nice flagNice—Estac Troyes flagEstac TroyesUpcoming›—Paris Saint Germain flagParis Saint Germain—Lorient flagLorientUpcoming›—Le Havre flagLe Havre—Strasbourg flagStrasbourgUpcoming›—Le Mans flagLe Mans—Lille flagLilleUpcoming›—Auxerre flagAuxerre—Marseille flagMarseilleUpcoming›—Toulouse flagToulouse—Rennes flagRennesUpcoming›—Lyon flagLyon—Monaco flagMonacoUpcoming›

Regular Season - 13

—Lille flagLille—Auxerre flagAuxerreUpcoming›—Marseille flagMarseille—Nice flagNiceUpcoming›—Monaco flagMonaco—Angers flagAngersUpcoming›—Rennes flagRennes—Stade Brestois 29 flagStade Brestois 29Upcoming›—Strasbourg flagStrasbourg—Lorient flagLorientUpcoming›—Toulouse flagToulouse—Paris Saint Germain flagParis Saint GermainUpcoming›—Estac Troyes flagEstac Troyes—Lyon flagLyonUpcoming›—Paris FC flagParis FC—Le Mans flagLe MansUpcoming›—Lens flagLens—Le Havre flagLe HavreUpcoming›

Regular Season - 14

—Angers flagAngers—Strasbourg flagStrasbourgUpcoming›—Nice flagNice—Lens flagLensUpcoming›—Paris Saint Germain flagParis Saint Germain—Paris FC flagParis FCUpcoming›—Rennes flagRennes—Monaco flagMonacoUpcoming›—Lorient flagLorient—Lille flagLilleUpcoming›—Stade Brestois 29 flagStade Brestois 29—Estac Troyes flagEstac TroyesUpcoming›—Auxerre flagAuxerre—Toulouse flagToulouseUpcoming›—Le Havre flagLe Havre—Le Mans flagLe MansUpcoming›—Lyon flagLyon—Marseille flagMarseilleUpcoming›

Regular Season - 15

—Lille flagLille—Strasbourg flagStrasbourgUpcoming›—Monaco flagMonaco—Nice flagNiceUpcoming›—Toulouse flagToulouse—Angers flagAngersUpcoming›—Lorient flagLorient—Auxerre flagAuxerreUpcoming›—Stade Brestois 29 flagStade Brestois 29—Marseille flagMarseilleUpcoming›—Estac Troyes flagEstac Troyes—Rennes flagRennesUpcoming›—Paris FC flagParis FC—Le Havre flagLe HavreUpcoming›—Le Mans flagLe Mans—Lyon flagLyonUpcoming›—Lens flagLens—Paris Saint Germain flagParis Saint GermainUpcoming›

Regular Season - 16

—Angers flagAngers—Paris Saint Germain flagParis Saint GermainUpcoming›—Lyon flagLyon—Lorient flagLorientUpcoming›—Marseille flagMarseille—Lille flagLilleUpcoming›—Nice flagNice—Le Havre flagLe HavreUpcoming›—Monaco flagMonaco—Stade Brestois 29 flagStade Brestois 29Upcoming›—Rennes flagRennes—Lens flagLensUpcoming›—Strasbourg flagStrasbourg—Le Mans flagLe MansUpcoming›—Auxerre flagAuxerre—Estac Troyes flagEstac TroyesUpcoming›—Paris FC flagParis FC—Toulouse flagToulouseUpcoming›

Regular Season - 17

—Lille flagLille—Paris FC flagParis FCUpcoming›—Paris Saint Germain flagParis Saint Germain—Auxerre flagAuxerreUpcoming›—Strasbourg flagStrasbourg—Lyon flagLyonUpcoming›—Toulouse flagToulouse—Nice flagNiceUpcoming›—Lorient flagLorient—Marseille flagMarseilleUpcoming›—Estac Troyes flagEstac Troyes—Monaco flagMonacoUpcoming›—Le Havre flagLe Havre—Rennes flagRennesUpcoming›—Lens flagLens—Stade Brestois 29 flagStade Brestois 29Upcoming›—Le Mans flagLe Mans—Angers flagAngersUpcoming›

Regular Season - 18

—Angers flagAngers—Le Havre flagLe HavreUpcoming›—Lyon flagLyon—Lille flagLilleUpcoming›—Marseille flagMarseille—Estac Troyes flagEstac TroyesUpcoming›—Monaco flagMonaco—Paris Saint Germain flagParis Saint GermainUpcoming›—Rennes flagRennes—Lorient flagLorientUpcoming›—Toulouse flagToulouse—Lens flagLensUpcoming›—Stade Brestois 29 flagStade Brestois 29—Strasbourg flagStrasbourgUpcoming›—Paris FC flagParis FC—Auxerre flagAuxerreUpcoming›—Le Mans flagLe Mans—Nice flagNiceUpcoming›

Regular Season - 19

—Nice flagNice—Stade Brestois 29 flagStade Brestois 29Upcoming›—Rennes flagRennes—Lyon flagLyonUpcoming›—Strasbourg flagStrasbourg—Paris FC flagParis FCUpcoming›—Lorient flagLorient—Le Mans flagLe MansUpcoming›—Auxerre flagAuxerre—Monaco flagMonacoUpcoming›—Estac Troyes flagEstac Troyes—Lille flagLilleUpcoming›—Le Havre flagLe Havre—Toulouse flagToulouseUpcoming›—Lens flagLens—Angers flagAngersUpcoming›—Paris Saint Germain flagParis Saint Germain—Marseille flagMarseilleUpcoming›

Regular Season - 20

—Lille flagLille—Nice flagNiceUpcoming›—Lyon flagLyon—Lens flagLensUpcoming›—Marseille flagMarseille—Angers flagAngersUpcoming›—Toulouse flagToulouse—Monaco flagMonacoUpcoming›—Lorient flagLorient—Le Havre flagLe HavreUpcoming›—Stade Brestois 29 flagStade Brestois 29—Rennes flagRennesUpcoming›—Auxerre flagAuxerre—Strasbourg flagStrasbourgUpcoming›—Paris FC flagParis FC—Estac Troyes flagEstac TroyesUpcoming›—Le Mans flagLe Mans—Paris Saint Germain flagParis Saint GermainUpcoming›

Regular Season - 21

—Angers flagAngers—Paris FC flagParis FCUpcoming›—Lille flagLille—Lorient flagLorientUpcoming›—Nice flagNice—Auxerre flagAuxerreUpcoming›—Paris Saint Germain flagParis Saint Germain—Stade Brestois 29 flagStade Brestois 29Upcoming›—Monaco flagMonaco—Le Mans flagLe MansUpcoming›—Rennes flagRennes—Toulouse flagToulouseUpcoming›—Strasbourg flagStrasbourg—Marseille flagMarseilleUpcoming›—Le Havre flagLe Havre—Lyon flagLyonUpcoming›—Lens flagLens—Estac Troyes flagEstac TroyesUpcoming›

Regular Season - 22

—Lyon flagLyon—Toulouse flagToulouseUpcoming›—Marseille flagMarseille—Rennes flagRennesUpcoming›—Strasbourg flagStrasbourg—Le Havre flagLe HavreUpcoming›—Lorient flagLorient—Angers flagAngersUpcoming›—Stade Brestois 29 flagStade Brestois 29—Monaco flagMonacoUpcoming›—Auxerre flagAuxerre—Lille flagLilleUpcoming›—Estac Troyes flagEstac Troyes—Nice flagNiceUpcoming›—Le Mans flagLe Mans—Paris FC flagParis FCUpcoming›—Paris Saint Germain flagParis Saint Germain—Lens flagLensUpcoming›

Regular Season - 23

—Angers flagAngers—Auxerre flagAuxerreUpcoming›—Lille flagLille—Marseille flagMarseilleUpcoming›—Monaco flagMonaco—Lyon flagLyonUpcoming›—Paris Saint Germain flagParis Saint Germain—Rennes flagRennesUpcoming›—Toulouse flagToulouse—Le Mans flagLe MansUpcoming›—Estac Troyes flagEstac Troyes—Lorient flagLorientUpcoming›—Le Havre flagLe Havre—Nice flagNiceUpcoming›—Paris FC flagParis FC—Stade Brestois 29 flagStade Brestois 29Upcoming›—Lens flagLens—Strasbourg flagStrasbourgUpcoming›

Regular Season - 24

—Lyon flagLyon—Estac Troyes flagEstac TroyesUpcoming›—Marseille flagMarseille—Monaco flagMonacoUpcoming›—Nice flagNice—Toulouse flagToulouseUpcoming›—Strasbourg flagStrasbourg—Angers flagAngersUpcoming›—Stade Brestois 29 flagStade Brestois 29—Lille flagLilleUpcoming›—Auxerre flagAuxerre—Paris Saint Germain flagParis Saint GermainUpcoming›—Le Havre flagLe Havre—Lens flagLensUpcoming›—Paris FC flagParis FC—Lorient flagLorientUpcoming›—Le Mans flagLe Mans—Rennes flagRennesUpcoming›

Regular Season - 25

—Angers flagAngers—Le Mans flagLe MansUpcoming›—Paris Saint Germain flagParis Saint Germain—Strasbourg flagStrasbourgUpcoming›—Monaco flagMonaco—Le Havre flagLe HavreUpcoming›—Rennes flagRennes—Paris FC flagParis FCUpcoming›—Toulouse flagToulouse—Stade Brestois 29 flagStade Brestois 29Upcoming›—Lorient flagLorient—Nice flagNiceUpcoming›—Estac Troyes flagEstac Troyes—Auxerre flagAuxerreUpcoming›—Lens flagLens—Lille flagLilleUpcoming›—Marseille flagMarseille—Lyon flagLyonUpcoming›

Regular Season - 26

—Angers flagAngers—Monaco flagMonacoUpcoming›—Lille flagLille—Rennes flagRennesUpcoming›—Nice flagNice—Lyon flagLyonUpcoming›—Strasbourg flagStrasbourg—Toulouse flagToulouseUpcoming›—Stade Brestois 29 flagStade Brestois 29—Lorient flagLorientUpcoming›—Auxerre flagAuxerre—Lens flagLensUpcoming›—Le Havre flagLe Havre—Estac Troyes flagEstac TroyesUpcoming›—Paris FC flagParis FC—Paris Saint Germain flagParis Saint GermainUpcoming›—Le Mans flagLe Mans—Marseille flagMarseilleUpcoming›

Regular Season - 27

—Lille flagLille—Toulouse flagToulouseUpcoming›—Lyon flagLyon—Strasbourg flagStrasbourgUpcoming›—Marseille flagMarseille—Stade Brestois 29 flagStade Brestois 29Upcoming›—Nice flagNice—Paris FC flagParis FCUpcoming›—Paris Saint Germain flagParis Saint Germain—Le Havre flagLe HavreUpcoming›—Monaco flagMonaco—Rennes flagRennesUpcoming›—Lorient flagLorient—Lens flagLensUpcoming›—Estac Troyes flagEstac Troyes—Angers flagAngersUpcoming›—Le Mans flagLe Mans—Auxerre flagAuxerreUpcoming›

Regular Season - 28

—Angers flagAngers—Lyon flagLyonUpcoming›—Paris Saint Germain flagParis Saint Germain—Lille flagLilleUpcoming›—Monaco flagMonaco—Strasbourg flagStrasbourgUpcoming›—Rennes flagRennes—Estac Troyes flagEstac TroyesUpcoming›—Toulouse flagToulouse—Paris FC flagParis FCUpcoming›—Stade Brestois 29 flagStade Brestois 29—Le Mans flagLe MansUpcoming›—Auxerre flagAuxerre—Lorient flagLorientUpcoming›—Le Havre flagLe Havre—Marseille flagMarseilleUpcoming›—Lens flagLens—Nice flagNiceUpcoming›

Regular Season - 29

—Lille flagLille—Monaco flagMonacoUpcoming›—Lyon flagLyon—Stade Brestois 29 flagStade Brestois 29Upcoming›—Marseille flagMarseille—Auxerre flagAuxerreUpcoming›—Nice flagNice—Angers flagAngersUpcoming›—Strasbourg flagStrasbourg—Rennes flagRennesUpcoming›—Lorient flagLorient—Paris Saint Germain flagParis Saint GermainUpcoming›—Estac Troyes flagEstac Troyes—Toulouse flagToulouseUpcoming›—Paris FC flagParis FC—Lens flagLensUpcoming›—Le Mans flagLe Mans—Le Havre flagLe HavreUpcoming›

Regular Season - 30

—Paris Saint Germain flagParis Saint Germain—Angers flagAngersUpcoming›—Monaco flagMonaco—Lorient flagLorientUpcoming›—Rennes flagRennes—Nice flagNiceUpcoming›—Strasbourg flagStrasbourg—Lille flagLilleUpcoming›—Toulouse flagToulouse—Marseille flagMarseilleUpcoming›—Auxerre flagAuxerre—Lyon flagLyonUpcoming›—Estac Troyes flagEstac Troyes—Stade Brestois 29 flagStade Brestois 29Upcoming›—Le Havre flagLe Havre—Paris FC flagParis FCUpcoming›—Lens flagLens—Le Mans flagLe MansUpcoming›

Regular Season - 31

—Angers flagAngers—Toulouse flagToulouseUpcoming›—Nice flagNice—Marseille flagMarseilleUpcoming›—Rennes flagRennes—Le Havre flagLe HavreUpcoming›—Lorient flagLorient—Strasbourg flagStrasbourgUpcoming›—Stade Brestois 29 flagStade Brestois 29—Auxerre flagAuxerreUpcoming›—Paris FC flagParis FC—Lille flagLilleUpcoming›—Lens flagLens—Monaco flagMonacoUpcoming›—Le Mans flagLe Mans—Estac Troyes flagEstac TroyesUpcoming›—Lyon flagLyon—Paris Saint Germain flagParis Saint GermainUpcoming›

Regular Season - 32

—Lille flagLille—Angers flagAngersUpcoming›—Lyon flagLyon—Le Mans flagLe MansUpcoming›—Marseille flagMarseille—Lens flagLensUpcoming›—Paris Saint Germain flagParis Saint Germain—Nice flagNiceUpcoming›—Monaco flagMonaco—Paris FC flagParis FCUpcoming›—Strasbourg flagStrasbourg—Estac Troyes flagEstac TroyesUpcoming›—Toulouse flagToulouse—Lorient flagLorientUpcoming›—Stade Brestois 29 flagStade Brestois 29—Le Havre flagLe HavreUpcoming›—Auxerre flagAuxerre—Rennes flagRennesUpcoming›

Regular Season - 33

—Angers flagAngers—Stade Brestois 29 flagStade Brestois 29Upcoming›—Nice flagNice—Monaco flagMonacoUpcoming›—Toulouse flagToulouse—Auxerre flagAuxerreUpcoming›—Lorient flagLorient—Lyon flagLyonUpcoming›—Estac Troyes flagEstac Troyes—Paris Saint Germain flagParis Saint GermainUpcoming›—Le Havre flagLe Havre—Lille flagLilleUpcoming›—Paris FC flagParis FC—Marseille flagMarseilleUpcoming›—Lens flagLens—Rennes flagRennesUpcoming›—Le Mans flagLe Mans—Strasbourg flagStrasbourgUpcoming›

Regular Season - 34

—Lille flagLille—Le Mans flagLe MansUpcoming›—Lyon flagLyon—Paris FC flagParis FCUpcoming›—Marseille flagMarseille—Lorient flagLorientUpcoming›—Paris Saint Germain flagParis Saint Germain—Toulouse flagToulouseUpcoming›—Monaco flagMonaco—Estac Troyes flagEstac TroyesUpcoming›—Rennes flagRennes—Angers flagAngersUpcoming›—Strasbourg flagStrasbourg—Nice flagNiceUpcoming›—Stade Brestois 29 flagStade Brestois 29—Lens flagLensUpcoming›—Auxerre flagAuxerre—Le Havre flagLe HavreUpcoming›

Research updates, published here

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

Read the study design →