Player Comparison

Side by side on performance, context, cost and risk. Differences are explained — no single 'better player' verdict.

Sem Scheperman removeGiannis Doiranlis remove
Age2423
PositionDefensive midfielderCentral midfielder
Club · leagueHeracles Almelo · EredivisiePanserraikos Serres · Super League 1
League strength0.430.42
Team strength (Elo)10601104
League minutes1124 (37%)1024 (44%)
G+A per 90 (raw)0.160.00
G+A per 90 (context-adjusted)0.150.19
Passing / defending / progressionData unavailableData unavailable
Performance percentile25
Market value€600k€400k
Estimated acquisition€200k – €646k€157k – €710k
Model value€345k – €568k€228k – €458k
Projected value (24m)€359k – €817k€196k – €598k
Bargain Index93/10071/100
DevelopmentLowLow
Breakout probabilityn/a (age > 23)n/a (age > 23)
RiskHighModerate
Data confidenceMediumMedium
Value picture
Estimated acquisition€200k – €646k
Model value (performance-implied)€345k – €568k
Projected value (24 months)€359k – €817k
Dashed line: current market value (€600k). Bars are 20–80% model ranges; tick = median.
Estimated acquisition€157k – €710k
Model value (performance-implied)€228k – €458k
Projected value (24 months)€196k – €598k
Dashed line: current market value (€400k). Bars are 20–80% model ranges; tick = median.

What separates Sem Scheperman and Giannis Doiranlis

  • On value for money the model prefers Scheperman (Bargain Index 93 vs 71) — this is not a statement about who is the better player.
  • Risk differs: Scheperman High, Doiranlis Moderate.