Algosys College Basketball

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Duke

2025 · evaluation season · nil-value-v3 · Team results

Roster valuesβ

Roster values for Duke, 2025: retrospective net points per 100 possessions and, for 2025–26 only, a speculative compensation best guess. Players are listed by possession share, not by value or dollars.
PlayerPossession shareNet and rangeWins above replacement and rangeSpeculative compensation (best guess)Compensation 80% range
Kon Knueppel78.1%+5.4range +4.2 to +6.4Sufficient evidence+4.4range +3.8 to +5.1Sufficient evidenceNone: no budget that season—
Tyrese Proctor74.8%+6.2range +4.7 to +7.5Sufficient evidence+4.5range +3.9 to +5.2Sufficient evidenceNone: no budget that season—
Cooper Flagg74.0%+7.7range +6.4 to +8.5Sufficient evidence+5.1range +4.5 to +5.7Sufficient evidenceNone: no budget that season—
Sion James65.0%+6.8range +5.1 to +7.9Sufficient evidence+4.0range +3.4 to +4.5Sufficient evidenceNone: no budget that season—
Khaman Maluach54.2%+4.5range +3.1 to +6.4Sufficient evidence+2.6range +2.2 to +3.1Sufficient evidenceNone: no budget that season—
Caleb Foster34.0%+1.0range -0.5 to +2.3Sufficient evidence+1.0range +0.8 to +1.2Sufficient evidenceNone: no budget that season—
Mason Gillis33.1%+4.5range +2.9 to +5.7Sufficient evidence+1.4range +1.2 to +1.7Sufficient evidenceNone: no budget that season—
Isaiah Evans30.0%+3.0range +1.2 to +4.6Sufficient evidence+1.1range +0.9 to +1.3Sufficient evidenceNone: no budget that season—
Maliq Brown27.7%+4.3range +2.7 to +5.7Sufficient evidence+1.2range +1.0 to +1.4Sufficient evidenceNone: no budget that season—
Patrick Ngongba18.0%+4.1range +2.7 to +5.3Sufficient evidence+0.7range +0.6 to +0.8Sufficient evidenceNone: no budget that season—
Darren Harris6.2%Fewer than 300 on-court possessions; no value is estimated. Insufficient evidenceNot applicableNone: no budget that season—
Neal Begovich1.6%Fewer than 300 on-court possessions; no value is estimated. Insufficient evidenceNot applicableNone: no budget that season—
Cameron Sheffield1.5%Fewer than 300 on-court possessions; no value is estimated. Insufficient evidenceNot applicableNone: no budget that season—
Spencer Hubbard1.3%Fewer than 300 on-court possessions; no value is estimated. Insufficient evidenceNot applicableNone: no budget that season—
Stanley Borden0.5%Fewer than 300 on-court possessions; no value is estimated. Insufficient evidenceNot applicableNone: no budget that season—

Ranges are the 10th to 90th percentile of whole-game resampling draws. They are not calibrated intervals. Compensation is a speculative best guess of a share of the school's own revenue-sharing budget, not observed pay.

Coverage and exclusions

35 of 39 games passed lineup acceptance (90%). 100% of accepted on-court possessions are bound to registered players.

  • 4 of 39 audited games did not pass lineup acceptance; per-game reasons are counted for the whole season (see methodology), not per team

Program revenueβ

EADA year 2024-25 (primary pairing to repo season 2025; fiscal-year mapping unconfirmed) · self-reported by the school, no external review · EADA revenue is any money used to pay expenses

Reported revenue$52,729,506Reported by the school; not NIL pay and not a model output.
Reported expenses$31,868,603Reported by the school.

EADA link: matched to the registry school by a unique institution name and state.

No model-implied dollar range is shown (status: suppressed). The published dollar status could not be loaded; see NIL methodology for the reason.

Schedule loadβ

Counts are descriptive and associational, with neutral formatting. Consecutive away games is the only travel proxy; distance, time zones and injuries are not modeled.

Rest days before each game

Rest daysGames
First game (no rest value)1
1 day2
2 days6
3 or more days30

Rest is capped at three days. Descriptive count.

Load summary

Mean games in prior 7 days1.5
Games with fewer rest days than the opponent1
Longest run of consecutive away games2

Association between rest and margin, all teams

Pooled association passes the declared test (gate S1); not causal and not specific to this team · 0.86 points of margin associated with each extra rest day, range +0.33 to +1.41

This is an association, not a causal lever, pooled across Division I and not specific to this team.

Manifest 13921361a27d · NIL methodology