This opponent (PAU) is Similar. The matching ‘vs’ row is the one to weigh.
PAU
Last 10 – goals for & against
Avg total
2.5
Avg scored
1.5
Avg conceded
1.0
Split
Total Scored
Total Conceded
Home Scored
Home Conceded
Away Scored
Away Conceded
Avg goals/game
1.27
1.13
1.53
0.94
0.92
1.38
vs Stronger (5)
1.20
1.40
1.00
1.25
2.00
2.00
vs Similar (20)
1.35
1.05
1.80
0.80
0.90
1.30
vs Weaker (5)
1.00
1.20
1.33
1.00
0.50
1.50
Clean sheet %
27% (-4pp vs league)
This opponent (Amiens) is Similar. The matching ‘vs’ row is the one to weigh.
Total goals distribution
The model estimates around 1.8 goals in this match; the single most likely total is 2 (28%).
Over/Under 1.5Actual: Over
Over 1.5
54.8%
Under 1.5
45.2%
Best 5 market prices
Over
No market prices yet.
Under
No market prices yet.
Over/Under 2.5Actual: Over
Over 2.5
26.7%
@ 2.56-10.1%
Under 2.5
73.3%
@ 1.49+10.1%
Best 5 market prices
Over
No market prices yet.
Under
No market prices yet.
Over/Under 3.5Actual: Over
Over 3.5
10.7%
Under 3.5
89.3%
Best 5 market prices
Over
No market prices yet.
Under
No market prices yet.
Both teams to scoreActual: Yes
Yes
36.2%
No
63.8%
Best 5 market prices
Yes
No market prices yet.
No
No market prices yet.
Correct score
Top 8 scorelines with probability, best odds and edge (left); the full probability grid (right).
0-0
18.0%
1-1
14.7%
1-0
14.3%
0-1
12.9%
2-0
7.4%
2-1
6.3%
0-2
6.0%
1-2
5.7%
Amiens goals ↓
PAU goals →
0
1
2
3
4
0
18%
13%
6.0%
1.7%
0.4%
1
14%
15%
5.7%
1.6%
0.3%
2
7.4%
6.3%
2.7%
0.8%
0.2%
3
2.3%
2.0%
0.8%
0.2%
0.1%
4
0.5%
0.5%
0.2%
0.1%
0.0%
Each cell is the % chance of that exact scoreline. Rows = Amiens goals (down), columns = PAU goals (across).
💪 3. Team Strengths Analysis
🏆 Total PPG
Points / game
Toulouse
2.08
Ajaccio
1.97
Auxerre
1.95
Paris FC
1.84
Sochaux
1.79
Guingamp
1.53
Le Havre
1.32
Caen
1.32
Nimes
1.29
PAU
1.29
Dijon
1.24
Niort
1.21
Bastia
1.21
Valenciennes
1.16
Amiens
1.16
Grenoble
1.16
Rodez
1.13
Rouen
1.05
Dunkerque
0.82
Nancy
0.71
Amiens is 0.13 points worse than PAU in terms of average points per game (1.16 vs 1.29).
⚔️ Attack
Goals scored / game
Toulouse
2.16
Auxerre
1.61
Paris FC
1.42
Guingamp
1.37
Caen
1.34
Dijon
1.26
Sochaux
1.24
Nimes
1.16
Amiens
1.13
PAU
1.08
Niort
1.03
Ajaccio
1.03
Le Havre
1.00
Bastia
1.00
Valenciennes
0.89
Rouen
0.87
Nancy
0.84
Rodez
0.84
Grenoble
0.84
Dunkerque
0.74
Amiens is 0.05 goals better than PAU in terms of goals scored per game (1.13 vs 1.08).
🛡️ Defense
Conceded / game · lower better
Ajaccio
0.50
Toulouse
0.87
Sochaux
0.89
Paris FC
0.92
Bastia
0.95
Auxerre
1.03
Le Havre
1.08
Amiens
1.08
Niort
1.11
Caen
1.11
Rodez
1.11
Grenoble
1.16
Valenciennes
1.24
Guingamp
1.26
PAU
1.29
Rouen
1.32
Nimes
1.34
Dunkerque
1.39
Dijon
1.39
Nancy
1.82
Amiens is 0.21 goals better than PAU in terms of goals conceded per game (1.08 vs 1.29).
⏱️ Possession
Not available for this league.
Not enough data to compare these two teams.
🎲 4. Props Analysis
Amiens
For 4.2 · Against 6.0 · Total 10.2
🚩 Corners
ForAgainstTotal per gameAverage total
For 2.1 · Against 2.6 · Total 4.7
🟨 Cards
ForAgainstTotal per gameAverage total
For 12.9 · Against 14.0 · Total 26.9
⚠️ Fouls
ForAgainstTotal per gameAverage total
PAU
For 4.8 · Against 5.2 · Total 10.0
🚩 Corners
ForAgainstTotal per gameAverage total
For 2.1 · Against 2.0 · Total 4.1
🟨 Cards
ForAgainstTotal per gameAverage total
For 13.7 · Against 13.6 · Total 27.3
⚠️ Fouls
ForAgainstTotal per gameAverage total
Amiens
Split
Corners
Cards
Fouls
Tot
Hme
Awy
Tot
Hme
Awy
Tot
Hme
Awy
Overall (50)
8.7
8.0
9.4
4.6
4.5
4.8
31.6
31.8
31.4
vs Stronger (13)
9.9
10.1
9.7
4.5
3.9
5.3
31.0
30.3
31.8
vs Similar (34)
8.2
6.8
9.4
4.7
4.8
4.7
31.6
32.5
30.9
vs Weaker (3)
9.0
9.5
8.0
4.0
4.0
4.0
34.3
32.0
39.0
% over line
34%
24%
44%
70%
68%
72%
96%
96%
96%
% under line
66%
76%
56%
30%
32%
28%
4%
4%
4%
This opponent (PAU) is Similar. The matching ‘vs’ row is the one to weigh.
PAU
Split
Corners
Cards
Fouls
Tot
Hme
Awy
Tot
Hme
Awy
Tot
Hme
Awy
Overall (46)
9.8
9.8
9.9
4.3
4.2
4.4
28.5
28.8
28.2
vs Stronger (7)
11.7
10.5
13.3
4.1
3.0
5.7
26.6
20.8
34.3
vs Similar (32)
9.6
9.9
9.2
4.4
4.6
4.2
28.4
29.8
27.1
vs Weaker (7)
9.3
8.8
10.0
4.0
3.8
4.3
30.6
32.8
27.7
% over line
57%
62%
50%
63%
62%
64%
87%
83%
91%
% under line
43%
38%
50%
37%
38%
36%
13%
17%
9%
This opponent (Amiens) is Similar. The matching ‘vs’ row is the one to weigh.
🚩 Total Corners
Match total corners / game
Rouen
10.4
Nimes
9.9
Auxerre
9.9
PAU
9.8
Dijon
9.6
Toulouse
9.5
Bastia
9.3
Guingamp
9.2
Caen
8.8
Ajaccio
8.7
Valenciennes
8.7
Amiens
8.7
Niort
8.5
Nancy
8.5
Grenoble
8.5
Sochaux
8.3
Paris FC
8.1
Dunkerque
7.9
Le Havre
7.7
Rodez
7.5
🟨 Total Cards
Match total cards / game
Amiens
4.6
Valenciennes
4.6
Toulouse
4.5
PAU
4.3
Paris FC
4.3
Caen
4.2
Nimes
4.2
Rodez
4.1
Rouen
4.1
Bastia
4.1
Grenoble
4.1
Nancy
4.1
Dunkerque
4.0
Le Havre
4.0
Sochaux
3.9
Guingamp
3.9
Niort
3.9
Ajaccio
3.7
Dijon
3.6
Auxerre
3.5
⚠️ Total Fouls
Match total fouls / game
Valenciennes
32.7
Rouen
32.0
Nancy
32.0
Amiens
31.6
Dunkerque
31.5
Toulouse
31.3
Niort
30.5
Rodez
29.8
Guingamp
29.1
Caen
28.9
Paris FC
28.8
PAU
28.5
Sochaux
28.3
Le Havre
27.8
Ajaccio
27.6
Grenoble
27.2
Bastia
26.7
Nimes
26.4
Dijon
25.9
Auxerre
24.5
Corners O/U 9.5Actual: Over
Over 9.5
0.0%
Under 9.5
0.0%
Best 5 market prices
Over
No market prices yet.
Under
No market prices yet.
Cards O/U 3.5Actual: Under
Over 3.5
0.0%
Under 3.5
0.0%
Best 5 market prices
Over
No market prices yet.
Under
No market prices yet.
Fouls O/U 21.5Actual: Over
Over 21.5
0.0%
Under 21.5
0.0%
Best 5 market prices
Over
No market prices yet.
Under
No market prices yet.
🔀 5. Double Chance
Double Chance
Two of the three results in one selection. The probability is the sum of those outcomes from the model above, so any edge here is the market pricing the combination out of line with its own 1X2.
🥅 6. Home & Away Over/Under
⚖️ 7. Handicap
⏱️ 8. Half Time Goals O/U
Amiens
Half Time · Last 10 – goals for & against
Avg total
1.1
Avg scored
0.4
Avg conceded
0.7
Split
Total Scored
Total Conceded
Home Scored
Home Conceded
Away Scored
Away Conceded
Avg goals/game
0.43
0.77
0.33
0.47
0.53
1.07
vs Stronger (5)
0.60
1.20
0.67
0.33
0.50
2.50
vs Similar (23)
0.35
0.65
0.10
0.40
0.54
0.85
vs Weaker (2)
1.00
1.00
1.00
1.00
-
-
Clean sheet %
53% (+22pp vs league)
This opponent (PAU) is Similar. The matching ‘vs’ row is the one to weigh.
PAU
Half Time · Last 10 – goals for & against
Avg total
1.3
Avg scored
0.8
Avg conceded
0.5
Split
Total Scored
Total Conceded
Home Scored
Home Conceded
Away Scored
Away Conceded
Avg goals/game
0.47
0.53
0.59
0.29
0.31
0.85
vs Stronger (5)
0.40
0.60
0.50
0.50
0.00
1.00
vs Similar (20)
0.55
0.45
0.70
0.20
0.40
0.70
vs Weaker (5)
0.20
0.80
0.33
0.33
0.00
1.50
Clean sheet %
53% (+22pp vs league)
This opponent (Amiens) is Similar. The matching ‘vs’ row is the one to weigh.
Half Time Over/Under 0.5Actual: Over
Over 0.5
0.0%
Under 0.5
0.0%
Best 5 market prices
Over
No market prices yet.
Under
No market prices yet.
Half Time Over/Under 1.5Actual: Over
Over 1.5
0.0%
Under 1.5
0.0%
Best 5 market prices
Over
No market prices yet.
Under
No market prices yet.
Half Time Over/Under 2.5Actual: Under
Over 2.5
0.0%
Under 2.5
0.0%
Best 5 market prices
Over
No market prices yet.
Under
No market prices yet.
🥅 9. Half Time Home & Away O/U
How many goals each side scores in the first half on its own. Each line is modelled directly from that team's half-time goals rather than read off a scoreline grid, so unlike the full-time version the two sides need not sum exactly to the half-time match total.
Amiens over/under 0.5 HTActual: Over
Over
0.0%
Under
0.0%
Best 5 market prices
Over
No market prices yet.
Under
No market prices yet.
Amiens over/under 1.5 HTActual: Under
Over
0.0%
Under
0.0%
Best 5 market prices
Over
No market prices yet.
Under
No market prices yet.
Amiens over/under 2.5 HTActual: Under
Over
0.0%
Under
0.0%
Best 5 market prices
Over
No market prices yet.
Under
No market prices yet.
PAU over/under 0.5 HTActual: Over
Over
0.0%
Under
0.0%
Best 5 market prices
Over
No market prices yet.
Under
No market prices yet.
PAU over/under 1.5 HTActual: Under
Over
0.0%
Under
0.0%
Best 5 market prices
Over
No market prices yet.
Under
No market prices yet.
PAU over/under 2.5 HTActual: Under
Over
0.0%
Under
0.0%
Best 5 market prices
Over
No market prices yet.
Under
No market prices yet.
⏱️ 10. Second Half Goals O/U
Amiens
Second Half · Last 10 – goals for & against
Avg total
1.3
Avg scored
0.6
Avg conceded
0.7
Split
Total Scored
Total Conceded
Home Scored
Home Conceded
Away Scored
Away Conceded
Avg goals/game
0.50
0.57
0.40
0.40
0.60
0.73
vs Stronger (5)
0.20
0.80
0.00
0.67
0.50
1.00
vs Similar (23)
0.61
0.52
0.60
0.30
0.62
0.69
vs Weaker (2)
0.00
0.50
0.00
0.50
-
-
Clean sheet %
53% (+22pp vs league)
This opponent (PAU) is Similar. The matching ‘vs’ row is the one to weigh.
PAU
Second Half · Last 10 – goals for & against
Avg total
1.2
Avg scored
0.7
Avg conceded
0.5
Split
Total Scored
Total Conceded
Home Scored
Home Conceded
Away Scored
Away Conceded
Avg goals/game
0.80
0.60
0.94
0.65
0.62
0.54
vs Stronger (5)
0.80
0.80
0.50
0.75
2.00
1.00
vs Similar (20)
0.80
0.60
1.10
0.60
0.50
0.60
vs Weaker (5)
0.80
0.40
1.00
0.67
0.50
0.00
Clean sheet %
60% (+29pp vs league)
This opponent (Amiens) is Similar. The matching ‘vs’ row is the one to weigh.
Second Half Over/Under 0.5Actual: Over
Over 0.5
0.0%
Under 0.5
0.0%
Best 5 market prices
Over
No market prices yet.
Under
No market prices yet.
Second Half Over/Under 1.5Actual: Over
Over 1.5
0.0%
Under 1.5
0.0%
Best 5 market prices
Over
No market prices yet.
Under
No market prices yet.
Second Half Over/Under 2.5Actual: Under
Over 2.5
0.0%
Under 2.5
0.0%
Best 5 market prices
Over
No market prices yet.
Under
No market prices yet.
🥅 11. Second Half Home & Away O/U
How many goals each side scores in the second half on its own. Each line is modelled directly from that team's second-half goals rather than read off a scoreline grid, so unlike the full-time version the two sides need not sum exactly to the second-half match total.
Amiens over/under 0.5 2HActual: Over
Over
0.0%
Under
0.0%
Best 5 market prices
Over
No market prices yet.
Under
No market prices yet.
Amiens over/under 1.5 2HActual: Under
Over
0.0%
Under
0.0%
Best 5 market prices
Over
No market prices yet.
Under
No market prices yet.
Amiens over/under 2.5 2HActual: Under
Over
0.0%
Under
0.0%
Best 5 market prices
Over
No market prices yet.
Under
No market prices yet.
PAU over/under 0.5 2HActual: Over
Over
0.0%
Under
0.0%
Best 5 market prices
Over
No market prices yet.
Under
No market prices yet.
PAU over/under 1.5 2HActual: Under
Over
0.0%
Under
0.0%
Best 5 market prices
Over
No market prices yet.
Under
No market prices yet.
PAU over/under 2.5 2HActual: Under
Over
0.0%
Under
0.0%
Best 5 market prices
Over
No market prices yet.
Under
No market prices yet.
🔥 12. Top picks for this game
Every selection Pythia rates above 70%, ordered by probability. Use Min odds to match the prices you want: slide down for near-certainties at short prices, up for longer prices. Unpriced picks are ranked on the model's fair odds. Edge defaults to Yes, showing only selections priced BELOW what the model makes them; switch to All to include the rest, and picks we hold no price for. The five columns are the best market prices (highest first) for each pick; edge is vs the average. Result grades each pick against the final score.
Min odds1.20
Edge
Pick
Probability
Avg odds
Best 1
Best 2
Best 3
Best 4
Best 5
Edge
Result
Under 3.5
89.3%
-
-
-
-
-
-
-
✗ Miss
Under 2.5
73.3%
1.49
-
-
-
-
-
+10.1%
✗ Miss
No picks at these odds - lower the slider to see shorter-priced selections.
🎽 13. Player market rates
Amiens · 2025/26
Anytime goalscorer
Matches in which the player scored
Ange Chibozo33%
Yoan Koré25%
Ibou Sane22%
Yvan Ikia Dimi22%
Yanis Rafii18%
Nordine Kandil16%
Samuel Ntamack Ndimba15%
Teddy Averlant15%
Ilyes Hamache13%
Rayan Lutin10%
Kylian Kaiboue9%
Antoine Leautey9%
Victor Lobry7%
Jan Mlakar7%
Aboubacar Lô4%
Siaka Bakayoko3%
Arvin Appiah0%
Thomas Monconduit0%
Paul Bernardoni0%
Alexis Sauvage0%
Jérôme Roussillon0%
Skelly Alvero0%
Joseph N'Duquidi0%
Ibrahim Fofana0%
Mathis Touho0%
Coleen Louis0%
Nathan Talbot0%
Amine Chabane0%
Messy Mubundu0%
Patrick Carraro Injai0%
Oscar Aïssat0%
Ilan Daf0%
Aly Traore0%
Enzo Somon0%
Ilies Abdelkrim0%
To be booked (yellow)
Matches in which the player was booked
Yoan Koré50%
Kylian Kaiboue32%
Thomas Monconduit32%
Yvan Ikia Dimi30%
Amine Chabane30%
Ibrahim Fofana26%
Skelly Alvero25%
Aboubacar Lô19%
Jan Mlakar14%
Oscar Aïssat14%
Jérôme Roussillon12%
Coleen Louis11%
Rayan Lutin10%
Yanis Rafii9%
Teddy Averlant9%
Victor Lobry7%
Nordine Kandil5%
Antoine Leautey4%
Joseph N'Duquidi4%
Ilyes Hamache3%
Siaka Bakayoko3%
Arvin Appiah0%
Paul Bernardoni0%
Alexis Sauvage0%
Samuel Ntamack Ndimba0%
Ange Chibozo0%
Mathis Touho0%
Ibou Sane0%
Nathan Talbot0%
Messy Mubundu0%
Patrick Carraro Injai0%
Ilan Daf0%
Aly Traore0%
Enzo Somon0%
Ilies Abdelkrim0%
Anytime assist
Matches in which the player assisted
Nathan Talbot25%
Antoine Leautey17%
Nordine Kandil16%
Victor Lobry14%
Jérôme Roussillon12%
Skelly Alvero12%
Yanis Rafii9%
Yvan Ikia Dimi9%
Thomas Monconduit8%
Coleen Louis7%
Rayan Lutin7%
Kylian Kaiboue6%
Teddy Averlant6%
Ilyes Hamache3%
Ibrahim Fofana3%
Arvin Appiah0%
Paul Bernardoni0%
Alexis Sauvage0%
Jan Mlakar0%
Aboubacar Lô0%
Samuel Ntamack Ndimba0%
Ange Chibozo0%
Yoan Koré0%
Joseph N'Duquidi0%
Mathis Touho0%
Siaka Bakayoko0%
Ibou Sane0%
Amine Chabane0%
Messy Mubundu0%
Patrick Carraro Injai0%
Oscar Aïssat0%
Ilan Daf0%
Aly Traore0%
Enzo Somon0%
Ilies Abdelkrim0%
Over 2.5 shots
Matches with 3+ shots taken
Teddy Averlant24%
Samuel Ntamack Ndimba15%
Ibou Sane11%
Nordine Kandil11%
Yvan Ikia Dimi9%
Jan Mlakar7%
Antoine Leautey4%
Kylian Kaiboue3%
Arvin Appiah0%
Victor Lobry0%
Thomas Monconduit0%
Paul Bernardoni0%
Alexis Sauvage0%
Jérôme Roussillon0%
Aboubacar Lô0%
Skelly Alvero0%
Ange Chibozo0%
Ilyes Hamache0%
Yoan Koré0%
Joseph N'Duquidi0%
Ibrahim Fofana0%
Rayan Lutin0%
Mathis Touho0%
Siaka Bakayoko0%
Coleen Louis0%
Nathan Talbot0%
Amine Chabane0%
Messy Mubundu0%
Patrick Carraro Injai0%
Oscar Aïssat0%
Yanis Rafii0%
Ilan Daf0%
Aly Traore0%
Enzo Somon0%
Ilies Abdelkrim0%
PAU · 2026/27
Anytime goalscorer
Matches in which the player scored
Babacar Leye50%
Axel Bamba0%
Brice Maubleu0%
Jessy Benet0%
Lorenzo Rajot0%
Gaëtan Paquiez0%
Hacene Benali0%
Alexis Lefebvre0%
Tom Pouilly0%
Tom Saettel0%
Cheikh Fall0%
Luan Gadegbeku0%
Giovani Versini0%
Axel Dodote0%
To be booked (yellow)
Matches in which the player was booked
Axel Bamba50%
Gaëtan Paquiez50%
Tom Saettel33%
Giovani Versini33%
Lorenzo Rajot25%
Hacene Benali25%
Axel Dodote25%
Brice Maubleu0%
Jessy Benet0%
Alexis Lefebvre0%
Tom Pouilly0%
Cheikh Fall0%
Luan Gadegbeku0%
Babacar Leye0%
Anytime assist
Matches in which the player assisted
Jessy Benet25%
Lorenzo Rajot25%
Axel Bamba0%
Brice Maubleu0%
Gaëtan Paquiez0%
Hacene Benali0%
Alexis Lefebvre0%
Tom Pouilly0%
Tom Saettel0%
Cheikh Fall0%
Luan Gadegbeku0%
Babacar Leye0%
Giovani Versini0%
Axel Dodote0%
Over 2.5 shots
Matches with 3+ shots taken
Cheikh Fall50%
Babacar Leye25%
Axel Bamba0%
Brice Maubleu0%
Jessy Benet0%
Lorenzo Rajot0%
Gaëtan Paquiez0%
Hacene Benali0%
Alexis Lefebvre0%
Tom Pouilly0%
Tom Saettel0%
Luan Gadegbeku0%
Giovani Versini0%
Axel Dodote0%
Players with at least 3 appearances, top 10 per market – scroll each card for the rest. These are shares of matches played, which is how these markets settle, not per-90 rates.
💰 14. Squad value
💰 Total value
Squad value (€m) · (players with data)
PF (37)
€176m
TOU (24)
€115m
AUX (29)
€84m
LH (25)
€55m
ROD (23)
€15m
PAU (20)
€14m
NAN (26)
€13m
GRE (27)
€12m
GUI (20)
€11m
DUN (21)
€11m
BAS (19)
€7m
SOC (20)
€7m
DIJ (20)
€5m
AMI (14)
€4m
CAE (18)
€4m
VAL (21)
€4m
ROU (14)
€3m
Amiens's squad is €10m less valuable than PAU's (€4m vs €14m).
⚔️ Attack
Squad value (€m) · (players with data)
PF (13)
€59m
TOU (7)
€30m
AUX (11)
€23m
LH (10)
€9m
PAU (6)
€6m
GRE (12)
€5m
NAN (9)
€5m
DUN (7)
€4m
BAS (9)
€4m
ROD (7)
€4m
GUI (4)
€3m
SOC (8)
€3m
CAE (8)
€2m
ROU (5)
€2m
DIJ (7)
€1m
VAL (8)
€1m
AMI (4)
€0m
Amiens's attack is €6m less valuable than PAU's (€0m vs €6m).
🧠 Midfield
Squad value (€m) · (players with data)
PF (7)
€54m
TOU (7)
€39m
AUX (5)
€28m
LH (5)
€23m
GUI (8)
€4m
ROD (6)
€4m
GRE (5)
€3m
NAN (6)
€2m
PAU (4)
€2m
DIJ (6)
€2m
DUN (5)
€1m
BAS (3)
€1m
SOC (3)
€1m
VAL (3)
€1m
CAE (4)
€1m
AMI (2)
€0m
ROU (3)
€0m
Amiens's midfield is €1m less valuable than PAU's (€0m vs €2m).
🛡️ Defence
Squad value (€m) · (players with data)
PF (17)
€62m
TOU (10)
€46m
AUX (13)
€33m
LH (10)
€23m
ROD (10)
€7m
NAN (11)
€6m
PAU (10)
€6m
DUN (9)
€5m
GRE (10)
€4m
AMI (8)
€4m
SOC (9)
€3m
GUI (8)
€3m
BAS (7)
€2m
VAL (10)
€2m
CAE (6)
€2m
DIJ (7)
€2m
ROU (6)
€1m
Amiens's defence is €2m less valuable than PAU's (€4m vs €6m).
France: Ligue 2 2021/22 full table · click any column header to sort (click again to reverse). In-cell bars are scaled within each column; scroll right for props, squad value and strengths. Highlighted teams are this fixture's sides. Full France: Ligue 2 stats & trends →
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Toulouse
Ajaccio
Auxerre
Paris FC
Sochaux
Guingamp
Caen
Le Havre
Nimes
Dijon
Bastia
Niort
Grenoble
Valenciennes
Rodez
Rouen
Dunkerque
Nancy