Five canonical scenarios exercising every calculation step in the modular valuation engine. Each scenario validates a distinct player archetype and expected output pattern.
Age 21, Eredivisie LW. Strong performance, 9 months contract remaining, excellent tactical fit, high resale upside. Moderate data coverage. Expect: Scout Now, positive alpha.
Strong composite role score (78/100) drives significant value uplift.
Age 21 — strong upside window. Premium applied for development trajectory.
Strong league (strength 80/100). Stats carry good cross-league validity.
Only 9 months remaining — contract cliff. Buyer has strong leverage; seller discount applied.
Manual review required because injury type, days missed, or recurrence data is incomplete. A 5% injury-risk discount was applied to FMV.
Weekly wage (7,000) is well within budget band. Strong affordability.
Excellent tactical alignment (88/100). Player profile matches system requirements closely.
High resale upside (85/100). Strong development trajectory and sell-on potential.
Moderate source coverage (68/100). Some data gaps widen the FMV range.
Age 27, Liga Portugal CM. Solid all-round stats, 30 months remaining, good wage fit, high confidence, no injury concerns. Expect: Fair Price, narrow FMV range.
Moderate role score (74/100) — room for improvement limits premium.
Age 27 — prime years. Full market premium applied.
Strong league (strength 76/100). Stats carry good cross-league validity.
30 months remaining — balanced negotiating position. No leverage adjustment.
Manual review required because injury type, days missed, or recurrence data is incomplete. A 2% injury-risk discount was applied to FMV.
Weekly wage (14,000) is well within budget band. Strong affordability.
Good tactical fit (74/100). Minor adaptation expected.
Moderate resale upside (48/100). Some future value recovery expected.
High source coverage (82/100). Valuation is well-supported by data.
Age 33, Belgian Pro League ST. Decent stats but 65 days missed with recurrence, 10 months contract, low resale upside. Expect: Manual Review, significant injury discount.
Moderate role score (68/100) — room for improvement limits premium.
Age 33 — decline phase. Significant discount applied to reflect short career window.
Strong league (strength 74/100). Stats carry good cross-league validity.
Only 10 months remaining — contract cliff. Buyer has strong leverage; seller discount applied.
Manual review required because injury type, days missed, or recurrence data is incomplete. A 10% injury-risk discount was applied to FMV.
Wage is manageable but represents a meaningful budget commitment. Moderate fit.
Good tactical fit (62/100). Minor adaptation expected.
Limited resale upside (18/100). Age or profile limits future sell-on value.
Moderate source coverage (72/100). Some data gaps widen the FMV range.
Age 22, League One CB. Only 35/100 verification coverage, no wage data, no injury data, 800 minutes. Expect: confidence ~30, very wide FMV range, Manual Review.
Moderate role score (62/100) — room for improvement limits premium.
Age 22 — strong upside window. Premium applied for development trajectory.
Lower-tier league (strength 52/100). Stats require upward calibration for elite competition.
18 months remaining — moderate leverage discount. Seller motivated to sell.
Manual review required because injury type, days missed, or recurrence data is incomplete. A 2% injury-risk discount was applied to FMV.
Weekly wage (3,000) is well within budget band. Strong affordability.
Good tactical fit (70/100). Minor adaptation expected.
High resale upside (72/100). Strong development trajectory and sell-on potential.
Low source coverage (35/100). Wide FMV range reflects data uncertainty. Manual review recommended.
Age 26, Championship CAM. 8 months remaining, excellent tactical fit (92/100), good performance, moderate confidence. Expect: Scout Now or Monitor Closely, contract leverage discount, positive alpha.
Strong composite role score (76/100) drives significant value uplift.
Age 26 — prime years. Full market premium applied.
Strong league (strength 72/100). Stats carry good cross-league validity.
Only 8 months remaining — contract cliff. Buyer has strong leverage; seller discount applied.
Manual review required because injury type, days missed, or recurrence data is incomplete. A 5% injury-risk discount was applied to FMV.
Weekly wage (11,000) is well within budget band. Strong affordability.
Excellent tactical alignment (92/100). Player profile matches system requirements closely.
Moderate resale upside (60/100). Some future value recovery expected.
Moderate source coverage (70/100). Some data gaps widen the FMV range.
FMV Intel Dev Utility — Valuation engine v2.0. All calculations are deterministic. Replace calculatePlayerValuation with an ML inference API call to upgrade to a production model without changing the output shape.