Best Left Wingers in the Ligue 1 (Mar 2026)
Ranked by Analytical Strength Score
Market Overview: Ligue 1 Left Wingers 2024-25
Our database tracked 27 Ligue 1 Left Wingers in the 2024-25 season, representing 16 clubs with a combined market value of €369.7M. The average market value for Ligue 1 Left Wingers was €13.7M, with the average age at 24.5 years old.
The most valuable left winger in the Ligue 1 was Khvicha Kvaratskhelia, worth €90.0M and played for Paris Saint-Germain at 25 years old. The top 5 Left Wingers averaged €49.0M in market value, including Bradley Barcola and Igor Paixão.
Age distribution showed the youngest tracked left winger was Herba Guirassy (19 years, FC Nantes, €1.0M), while the oldest was Wahbi Khazri (35 years, Without Club, €1.0M). Research shows Left Wingers typically peak at age 26.
Historical analysis showed 16 Left Wingers (59%) increased in market value over the following 12 months based on age-curve trajectories, then-current performance trends, and playing time analysis. The Ligue 1 market for Left Wingers remained actively developing with emerging talent in the 2024-25 season.
💡 Use the search bar below to find specific players, or apply filters to narrow results by club, age range, or market value. Click the chart icon next to any player to view their historical value trajectory and forecast.
Explore Market Size by Position in Ligue 1
Interactive bubble chart showing predicted 2-year growth vs current age for all Ligue 1 Left Wingers. Identify undervalued assets and track market momentum across 16 clubs with €369.7M combined value.
Age Distribution: Ligue 1 Left Wingers
The Ligue 1 LW market shows 5 distinct age segments, with the largest cohort in the 24-26 bracket (10 players, 37% of market). The 24-26 age group holds the most value at €190.6M, averaging €19.1M per player.
Top Left Wingers by Age Bracket
U21 Years (4 players)
21-23 Years (7 players)
24-26 Years (10 players)
27-29 Years (3 players)
Market Value Distribution
Elite Tier Concentration
The top 3 Left Wingers (11% of players) control €195.0M
Market Tiers
Market structure shows distributed value with elite (€50m+) tier representing 7% of the Ligue 1 LW pool.
Elite (€50M+)
Premium (€30-50M)
High (€15-30M)
Club Distribution: Ligue 1 Left Wingers
Among 16 Ligue 1 clubs, Paris Saint-Germain leads with 2 Left Wingers worth €160.0M (averaging €80.0M per player). The top 10 clubs account for 74% of tracked Left Wingers.
Paris Saint-Germain (2 Left Wingers)
Olympique Marseille (2 Left Wingers)
LOSC Lille (3 Left Wingers)
Olympique Lyon (2 Left Wingers)
Player Rankings
Ranked by APE Strength Score. Click any player to view full profile, or click the chart icon to see value history.
Khvicha Kvaratskhelia
Paris Saint-Germain • 25 years old
€77.8M
€90.0M
+15.6%
Expected: €91.6M
94.6
Bradley Barcola
Paris Saint-Germain • 23 years old
€60.5M
€70.0M
+15.6%
Expected: €78.0M
93.4
Igor Paixão
Olympique Marseille • 25 years old
€30.3M
€35.0M
+15.6%
Expected: €35.6M
83.6
Malick Fofana
Olympique Lyon • 20 years old
€25.9M
€30.0M
+15.6%
Expected: €34.4M
77.2
Hamed Traoré
Olympique Marseille • 26 years old
€17.3M
€20.0M
+15.6%
Expected: €20.6M
72.6
Takumi Minamino
AS Monaco • 31 years old
€19.4M
€15.0M
-22.6%
Expected: €12.4M
69.6
Matías Fernández-Pardo
LOSC Lille • 21 years old
€13.0M
€15.0M
+15.6%
Expected: €16.5M
69.2
Osame Sahraoui
LOSC Lille • 24 years old
€10.4M
€12.0M
+15.6%
Expected: €12.3M
67.2
Moses Simon
Paris FC • 30 years old
€15.5M
€12.0M
-22.6%
Expected: €9.9M
66.7
Sofiane Diop
OGC Nice • 25 years old
€8.6M
€10.0M
+15.6%
Expected: €9.8M
60.9
Jérémie Boga
OGC Nice • 29 years old
€12.9M
€10.0M
-22.6%
Expected: €8.3M
60.7
Ibrahim Osman
AJ Auxerre • 21 years old
€8.6M
€10.0M
+15.6%
Expected: €11.0M
60.6
Abdallah Sima
RC Lens • 24 years old
€7.8M
€9.0M
+15.6%
Expected: €9.2M
60.0
Yann Gboho
FC Toulouse • 25 years old
€6.9M
€8.0M
+15.6%
Expected: €7.8M
58.1
Ansu Fati
AS Monaco • 23 years old
€4.3M
€5.0M
+15.6%
Expected: €5.4M
53.2
Félix Correia
LOSC Lille • 25 years old
€3.5M
€4.0M
+15.6%
Expected: €3.9M
49.4
Cheikh Sabaly
FC Metz • 27 years old
€4.2M
€4.0M
-5.4%
Expected: €3.5M
49.1
Pathé Mboup
Stade Brestois 29 • 22 years old
€2.2M
€2.5M
+15.6%
Expected: €2.6M
40.3
Issa Soumaré
Le Havre AC • 25 years old
€1.7M
€2.0M
+15.6%
Expected: €2.0M
37.2
Alimami Gory
Paris FC • 29 years old
€1.9M
€1.5M
-22.6%
Expected: €1.2M
33.5
Scout Tools
Advanced analytics for scouting and recruitment decisions. Each tool provides unique insights into player value, potential, and market dynamics.
Pre-Peak Value Efficiency (PPVE)
Identifies pre-peak players offering exceptional value relative to their age bracket. Higher PPVE = better value.
Understanding Pre-Peak Value Efficiency (PPVE)
Olympique Lyon's Malick Fofana at 20 years old has the highest Pre-Peak Value Efficiency at 30.00×. That means Malick Fofana is valued 30.00× higher than the median player in the U21 age bracket—representing exceptional value before reaching peak age.
In second is Paris Saint-Germain's Bradley Barcola, who is 23 years old, with a 14.00× PPVE. Third is Khvicha Kvaratskhelia of Paris Saint-Germain, who is 25 years old with a 10.00× PPVE.
How PPVE is calculated: PPVE compares a player's current market value to the median value of all players in their age bracket. A PPVE of 30.00× means the player is worth 2900% more than typical players their age—making them high-value targets before they reach peak value.
PPVE by Age Bracket
| Rank | Player | Age | Bracket | Current Value | Bracket Median | PPVE |
|---|---|---|---|---|---|---|
| #1 | Malick Fofana Olympique Lyon | 20 | U21 | €30.0M | €1.0M | 30.00× |
| #2 | Bradley Barcola Paris Saint-Germain | 23 | 21-23 | €70.0M | €5.0M | 14.00× |
| #3 | Khvicha Kvaratskhelia Paris Saint-Germain | 25 | 24-26 | €90.0M | €9.0M | 10.00× |
| #4 | Igor Paixão Olympique Marseille | 25 | 24-26 | €35.0M | €9.0M | 3.89× |
| #5 | Matías Fernández-Pardo LOSC Lille | 21 | 21-23 | €15.0M | €5.0M | 3.00× |
| #6 | Ibrahim Osman AJ Auxerre | 21 | 21-23 | €10.0M | €5.0M | 2.00× |
| #7 | Osame Sahraoui LOSC Lille | 24 | 24-26 | €12.0M | €9.0M | 1.33× |
| #8 | Sofiane Diop OGC Nice | 25 | 24-26 | €10.0M | €9.0M | 1.11× |
| #9 | Herba Guirassy FC Nantes | 19 | U21 | €1.0M | €1.0M | 1.00× |
| #10 | Ansu Fati AS Monaco | 23 | 21-23 | €5.0M | €5.0M | 1.00× |
| #11 | Abdallah Sima RC Lens | 24 | 24-26 | €9.0M | €9.0M | 1.00× |
| #12 | Yann Gboho FC Toulouse | 25 | 24-26 | €8.0M | €9.0M | 0.89× |
| #13 | Lucas Michal AS Monaco | 20 | U21 | €500K | €1.0M | 0.50× |
| #14 | Pathé Mboup Stade Brestois 29 | 22 | 21-23 | €2.5M | €5.0M | 0.50× |
| #15 | Félix Correia LOSC Lille | 25 | 24-26 | €4.0M | €9.0M | 0.44× |
| #16 | Afonso Moreira Olympique Lyon | 20 | U21 | €400K | €1.0M | 0.40× |
| #17 | Issa Soumaré Le Havre AC | 25 | 24-26 | €2.0M | €9.0M | 0.22× |
| #18 | Anthony Bermont RC Lens | 21 | 21-23 | €600K | €5.0M | 0.12× |
| #19 | Martial Godo RC Strasbourg Alsace | 22 | 21-23 | €600K | €5.0M | 0.12× |
| #20 | Felix Mambimbi Le Havre AC | 25 | 24-26 | €600K | €9.0M | 0.07× |
Return-to-Peak Potential (RPP)
Recovery potential from current value to forecasted peak. Shows how much upside remains for players approaching their prime.
Understanding Return-to-Peak Potential (RPP)
FC Nantes's Herba Guirassy at 19 years old has the highest Return-to-Peak Potential at +40%. That means Herba Guirassy is projected to appreciate 40% as they reach their peak age in 7 years—representing significant upside before entering their prime.
In second is Olympique Lyon's Malick Fofana, who is 20 years old, with a +35% RPP (6 years to peak). Third is Lucas Michal of AS Monaco, who is 20 years old with a +35% RPP (6 years to peak).
How RPP is calculated: RPP compares a player's current market value to their forecasted peak value, calculating the percentage appreciation potential. A 40% RPP means the player is expected to gain 40% value as they enter their prime—making them excellent growth investments.
Recovery Potential by Player
| Rank | Player | Age | Years to Peak | Current | Peak Forecast | RPP % |
|---|---|---|---|---|---|---|
| #1 | Herba Guirassy FC Nantes | 19 | 7 | €1.0M | €1.7M | +40% |
| #2 | Malick Fofana Olympique Lyon | 20 | 6 | €30.0M | €46.4M | +35% |
| #3 | Lucas Michal AS Monaco | 20 | 6 | €500K | €773K | +35% |
| #4 | Afonso Moreira Olympique Lyon | 20 | 6 | €400K | €618K | +35% |
| #5 | Anthony Bermont RC Lens | 21 | 5 | €600K | €862K | +30% |
| #6 | Ibrahim Osman AJ Auxerre | 21 | 5 | €10.0M | €14.4M | +30% |
| #7 | Matías Fernández-Pardo LOSC Lille | 21 | 5 | €15.0M | €21.6M | +30% |
| #8 | Pathé Mboup Stade Brestois 29 | 22 | 4 | €2.5M | €3.3M | +25% |
| #9 | Martial Godo RC Strasbourg Alsace | 22 | 4 | €600K | €802K | +25% |
| #10 | Bradley Barcola Paris Saint-Germain | 23 | 3 | €70.0M | €87.0M | +20% |
| #11 | Ansu Fati AS Monaco | 23 | 3 | €5.0M | €6.2M | +20% |
| #12 | Abdallah Sima RC Lens | 24 | 2 | €9.0M | €10.4M | +14% |
| #13 | Osame Sahraoui LOSC Lille | 24 | 2 | €12.0M | €13.9M | +14% |
| #14 | Felix Mambimbi Le Havre AC | 25 | 1 | €600K | €645K | +7% |
| #15 | Igor Paixão Olympique Marseille | 25 | 1 | €35.0M | €37.6M | +7% |
| #16 | Yann Gboho FC Toulouse | 25 | 1 | €8.0M | €8.6M | +7% |
| #17 | Félix Correia LOSC Lille | 25 | 1 | €4.0M | €4.3M | +7% |
| #18 | Issa Soumaré Le Havre AC | 25 | 1 | €2.0M | €2.2M | +7% |
| #19 | Sofiane Diop OGC Nice | 25 | 1 | €10.0M | €10.8M | +7% |
| #20 | Khvicha Kvaratskhelia Paris Saint-Germain | 25 | 1 | €90.0M | €96.8M | +7% |
Risk-Adjusted Upside (RAU)
Upside potential weighted against forecast uncertainty. Higher RAU = better risk-reward profile.
Understanding Risk-Adjusted Upside (RAU)
FC Nantes's Herba Guirassy has the highest Risk-Adjusted Upside at 58.0. That means Herba Guirassy has 19% upside potential with only 0% forecast uncertainty—representing excellent risk-reward for value appreciation.
In second is AS Monaco's Lucas Michal with a 46.3 RAU (15% upside, 0% uncertainty). Third is Malick Fofana of Olympique Lyon with a 46.3 RAU (15% upside, 0% uncertainty).
How RAU is calculated: RAU divides upside potential by forecast uncertainty (RAU = Upside % ÷ Uncertainty %). A RAU of 58.0 means the upside is 58.0× greater than the uncertainty—making it a high-confidence growth opportunity. Target RAU ≥2.0 for balanced risk-reward.
Risk-Adjusted Upside by Player
| Rank | Player | Expected | Range | Upside % | RAU |
|---|---|---|---|---|---|
| #1 | Herba Guirassy FC Nantes | €1.2M | €1.0M-1.4M | +19% | 58.0 |
| #2 | Lucas Michal AS Monaco | €573K | €494K-652K | +15% | 46.3 |
| #3 | Malick Fofana Olympique Lyon | €34.4M | €29.7M-39.1M | +15% | 46.3 |
| #4 | Afonso Moreira Olympique Lyon | €459K | €395K-522K | +15% | 46.3 |
| #5 | Bradley Barcola Paris Saint-Germain | €78.0M | €68.6M-87.4M | +11% | 42.8 |
| #6 | Ibrahim Osman AJ Auxerre | €11.0M | €9.5M-12.5M | +10% | 33.7 |
| #7 | Matías Fernández-Pardo LOSC Lille | €16.5M | €14.3M-18.8M | +10% | 33.7 |
| #8 | Anthony Bermont RC Lens | €662K | €570K-753K | +10% | 33.7 |
| #9 | Ansu Fati AS Monaco | €5.4M | €4.7M-6.0M | +7% | 27.5 |
| #10 | Martial Godo RC Strasbourg Alsace | €635K | €559K-711K | +6% | 23.0 |
| #11 | Pathé Mboup Stade Brestois 29 | €2.6M | €2.3M-3.0M | +6% | 23.0 |
| #12 | Hamed Traoré Olympique Marseille | €20.6M | €18.1M-23.1M | +3% | 12.0 |
| #13 | Abdallah Sima RC Lens | €9.2M | €8.1M-10.3M | +2% | 9.8 |
| #14 | Osame Sahraoui LOSC Lille | €12.3M | €10.8M-13.8M | +2% | 9.8 |
| #15 | Igor Paixão Olympique Marseille | €35.6M | €31.3M-39.9M | +2% | 7.1 |
| #16 | Khvicha Kvaratskhelia Paris Saint-Germain | €91.6M | €80.6M-102.6M | +2% | 7.1 |
Roster Pressure Index (RPI)
Squad depth pressure based on Z-score distribution. Negative RPI = thin depth, positive = deep roster.
What This Shows
Z-Score explained: Measures how many standard deviations a player's strength is from the position average. Z-Score = 0 means average, +1.0 is one standard deviation above average, -1.0 is below average.
How to use: RPI < -1.0 indicates critical depth shortage. These positions need immediate reinforcement. RPI > +1.0 suggests strong depth, allowing selective, high-value additions only.
Current market: left winger position shows strong depth (avg Z-score: 0.00). RPI: 0.00.
Position Depth Analysis
Highest Z-Scores
Lowest Z-Scores
Age-Share Concentration (ASC)
Identifies players capturing disproportionate value relative to age group representation. Positive ASC = value concentration.
Understanding Age-Share Concentration (ASC)
Olympique Marseille's Hamed Traoré in the 24-26 age bracket has the highest Age-Share Concentration at +14.5%. That means Khvicha Kvaratskhelia captures 51.6% of total market value while representing only 37.0% of players in their age group—showing dominant elite status.
In second is FC Toulouse's Yann Gboho with a +14.5% ASC (51.6% value share vs 37.0% player share in 24-26 bracket). Third is Félix Correia of LOSC Lille with a +14.5% ASC (51.6% value vs 37.0% players in 24-26 bracket).
How ASC is calculated: ASC = (% of total value) - (% of total players) in age bracket. A +14.5% ASC means the player captures 14.5% more market value than their numerical representation—indicating marquee status. ASC > +15% = elite dominance, ASC < -15% = potential value targets.
Value Concentration by Player
| Rank | Player | Age Bracket | Value Share | Player Share | ASC |
|---|---|---|---|---|---|
| #1 | Hamed Traoré Olympique Marseille | 24-26 | 51.6% | 37.0% | +14.5% |
| #2 | Yann Gboho FC Toulouse | 24-26 | 51.6% | 37.0% | +14.5% |
| #3 | Félix Correia LOSC Lille | 24-26 | 51.6% | 37.0% | +14.5% |
| #4 | Khvicha Kvaratskhelia Paris Saint-Germain | 24-26 | 51.6% | 37.0% | +14.5% |
| #5 | Felix Mambimbi Le Havre AC | 24-26 | 51.6% | 37.0% | +14.5% |
| #6 | Issa Soumaré Le Havre AC | 24-26 | 51.6% | 37.0% | +14.5% |
| #7 | Sofiane Diop OGC Nice | 24-26 | 51.6% | 37.0% | +14.5% |
| #8 | Osame Sahraoui LOSC Lille | 24-26 | 51.6% | 37.0% | +14.5% |
| #9 | Igor Paixão Olympique Marseille | 24-26 | 51.6% | 37.0% | +14.5% |
| #10 | Abdallah Sima RC Lens | 24-26 | 51.6% | 37.0% | +14.5% |
| #11 | Jérémie Boga OGC Nice | 27-29 | 4.2% | 11.1% | -6.9% |
| #12 | Alimami Gory Paris FC | 27-29 | 4.2% | 11.1% | -6.9% |
| #13 | Cheikh Sabaly FC Metz | 27-29 | 4.2% | 11.1% | -6.9% |
| #14 | Herba Guirassy FC Nantes | U21 | 8.6% | 14.8% | -6.2% |
| #15 | Malick Fofana Olympique Lyon | U21 | 8.6% | 14.8% | -6.2% |
| #16 | Lucas Michal AS Monaco | U21 | 8.6% | 14.8% | -6.2% |
| #17 | Afonso Moreira Olympique Lyon | U21 | 8.6% | 14.8% | -6.2% |
| #18 | Wahbi Khazri Without Club | 30+ | 7.6% | 11.1% | -3.5% |
| #19 | Takumi Minamino AS Monaco | 30+ | 7.6% | 11.1% | -3.5% |
| #20 | Moses Simon Paris FC | 30+ | 7.6% | 11.1% | -3.5% |
Buy-Now vs Wait-List Map
Categorizes players by age position and upside potential to guide timing of acquisition.
What This Shows
How to use: "Buy Now - High Upside" = immediate priority targets. "Watch List" = monitor for 6-12 months. "Peak" = pay premium for proven performers. "Aging" = short-term depth only.
Current market: 1 immediate targets, 10 standard acquisitions, 0 watch-list prospects, 11 at peak.
BUY NOW - High Upside
WATCH LIST - High Upside
No players in this category
BUY NOW - Medium Upside
PEAK Players
Price vs Peer Z-Score
IQR-based pricing analysis relative to position peers. Identifies over/undervalued players vs market.
What This Shows
How to use: Z-score < -1.5 = significantly undervalued (potential bargain). Z-score > +1.5 = premium pricing (requires strong justification). Within ±1.0 = fair market value.
Current market: Position median is €90.0M. 0 undervalued, 0 premium.
Value Positioning vs Peers
| Player | Market Value | Position Median | Z-Score | Assessment |
|---|---|---|---|---|
Alimami Gory Paris FC | €1.5M | €8.0M | -1.00 | Good Value |
Ansu Fati AS Monaco | €5.0M | €8.0M | -1.00 | Good Value |
Yann Gboho FC Toulouse | €8.0M | €8.0M | -0.67 | Good Value |
Felix Mambimbi Le Havre AC | €600K | €8.0M | -0.41 | Fair Value |
Abdallah Sima RC Lens | €9.0M | €8.0M | -0.33 | Fair Value |
Afonso Moreira Olympique Lyon | €400K | €8.0M | -0.17 | Fair Value |
Wahbi Khazri Without Club | €1.0M | €8.0M | 0.00 | Fair Value |
Anthony Bermont RC Lens | €600K | €8.0M | 0.00 | Fair Value |
Ibrahim Osman AJ Auxerre | €10.0M | €8.0M | 0.00 | Fair Value |
Takumi Minamino AS Monaco | €15.0M | €8.0M | 0.00 | Fair Value |
Jérémie Boga OGC Nice | €10.0M | €8.0M | 0.00 | Fair Value |
Moses Simon Paris FC | €12.0M | €8.0M | 0.00 | Fair Value |
Hamed Traoré Olympique Marseille | €20.0M | €8.0M | 0.00 | Fair Value |
Khvicha Kvaratskhelia Paris Saint-Germain | €90.0M | €8.0M | 0.00 | Fair Value |
Cheikh Sabaly FC Metz | €4.0M | €8.0M | 0.00 | Fair Value |
Issa Soumaré Le Havre AC | €2.0M | €8.0M | 0.00 | Fair Value |
Sofiane Diop OGC Nice | €10.0M | €8.0M | 0.00 | Fair Value |
Igor Paixão Olympique Marseille | €35.0M | €8.0M | 0.00 | Fair Value |
Bradley Barcola Paris Saint-Germain | €70.0M | €8.0M | 0.00 | Fair Value |
Matías Fernández-Pardo LOSC Lille | €15.0M | €8.0M | 0.00 | Fair Value |