Stefan Vaaks
Providence Friars · NCAA Division I · Shooting guard · Sophomore · 2.01 m
SportiveWorld evaluation
Main reading
The environment holds him back: on his signals alone he would be #20 of 39 (2025-26).
Data and sources
Player evaluation
Why he is here
The NCAA model places him #38 of 39, but the environment drags him down: on his individual signals alone he would be #20 and the comparables see him #—. Market: #42.
The environment drags him down: his individual production, with average opponent and team, would be worth more places than we give him. A weak context hides signals that are genuinely his.
- 5 % probability of an NBA career (≥ 2,000 min). On the model's scale: context +1.24 · player +0.82. With average opponent and team, the same profile would give 1.7 %; on the environment alone, 2 %.
- Measured environment: Providence Friars, strength +1.3 (+0.1 sd) · average opponent +3.3 (+1.2 sd) — environment #39 of 39 ranked
- His individual signal adding the most: Scoring per 40 20.1 (+1.1 sd · contribution +1.01). On his individual signals alone he would be #20 of 39.
How this evaluation is produced
The NCAA model places him #38 of 39, but the environment drags him down: on his individual signals alone he would be #20 and the comparables see him #—. Market: #42.
Measured over 31 games with a box score · 2025-26 · Providence Friars
- fact5 % probability of an NBA career (≥ 2,000 min). On the model's scale: context +1.24 · player +0.82. With average opponent and team, the same profile would give 1.7 %; on the environment alone, 2 %.
- factMeasured environment: Providence Friars, strength +1.3 (+0.1 sd) · average opponent +3.3 (+1.2 sd) — environment #39 of 39 ranked
- factHis individual signal adding the most: Scoring per 40 20.1 (+1.1 sd · contribution +1.01). On his individual signals alone he would be #20 of 39.
interpretationThe environment drags him down: his individual production, with average opponent and team, would be worth more places than we give him. A weak context hides signals that are genuinely his.
Where the rank comes from: how much his individual signals contribute and how much his environment (model scale). Below, the probability with an average opponent and team, and the probability on the environment alone.
Potential
Categorical reading of the ceiling the accredited evidence supports. Not a score: it starts from the NCAA model (if any) or from the market prior and only moves one level with our own evidence, declared piece by piece.
factStarts from the NCAA model: 6% probability of an NBA career (#38 of 39 measured). → Limited
- ◎The market (#42) does not disagree with the model enough to move the reading.
- ◎On his individual signals alone he would be #20 of 39 (≥ 8 places better than his model #38): the environment holds him back. Up one level.
Evidence moves the reading one level at most, in the direction the sum of the evidence pushes. · Confidence: NCAA season with ≥ 15 games with a box score and ≥ 60% of the team's games.
Production
2025-26 · Providence Friars · 15.8p · 2.5r · 3.2a · 31.5 min · 31 of 33 games with a box score · TS 57.2 %
By opponent level ▾
Per 40 minutes, over the games with a box score. Small samples within one season: read as a hint, not a verdict.
| pj | W-L | min | pts/40 | reb/40 | ast/40 | tov/40 | TS | |
|---|---|---|---|---|---|---|---|---|
| 2025-26 | 31 | — | 31.5 | 20.1 | 3.2 | 4.1 | 2.4 | 57.2 % |
| Opponents +8 or better | 6 | 1-5 | 33.5 | 18.3 | 5.0 | 2.6 | 1.6 | 54.2 % |
| Other opponents | 25 | 12-13 | 31.0 | 20.6 | 2.7 | 4.4 | 2.6 | 57.9 % |
| Postseason | 2 | 1-1 | 36.5 | 27.9 | 3.3 | 2.2 | 0.5 | 80.9 % |
| Away / neutral | 16 | 4-12 | 32.5 | 20.8 | 3.2 | 3.1 | 2.3 | 61.4 % |
Measured strengths and risks
Strengths
Signals that add the most
What travels: holds up against strong opponents
- ▲Scoring per 40: 18.3 against +8 opponents (6 games) versus 20.1 over the season — it holds
An individual signal is transferable if it holds against opponents rated +8 or better (≥ 90% of its season value). What evaporates as the level rises is stated.
Risks and what would change our mind
Signals that subtract
Would make us move him up
- ▲More box-score defence: steals 1.1 and blocks 0.3 per 40 min subtract today
- ▲Combine measurements (wingspan, reach, athleticism): we do not have them today
- ▲A second source placing him nearby: today the consensus is a single mock
What to watch until the Draft
- →The 2026-27 season: every new box score is measured and can move the rank
- →The 2027 Combine (May): wingspan, reach and athleticism we do not have today
- →The mocks: captured daily; today the consensus is 1 source(s)
- →His minutes (31.5 per game): a drop would show in the box score before any news
Context
Facts derived from the box score (Basketball-Reference formulas over the games he played) and the standings. No film or tracking data.
Role on his team
- ·Started 22 of 31 games (71%) · 31.5 min (77% of the available minutes)
- ·Usage 24.4% of his team's possessions while on the floor · 24% of its points
- ·Creation: assists 18.2% of his teammates' baskets while on the floor · 1.70 assists per turnover · 12.1% of his possessions end in a turnover
- ·Team record with him on the floor: 13-18 · estimated pace 72.9 possessions per 40 min
His team and schedule
- ·Providence Friars · Big East Conference · 14-17 in the standings · 7-13 in conference
- ·Postseason with a box score: 2 games, none in the NCAA Tournament
- ·Team strength +1.3 (+0.1 sd in the cohort) · average opponent +3.3 (+1.2 sd): the model's two context signals
Development
No earlier season in our base: nothing to compare against.
Combine
Combine
No Combine measurements: he does not appear in the 2024-2026 combines (or does not match uniquely by name). The physique above is what his programme lists, not a measurement.
Market vs SportiveWorld
Market vs SportiveWorld
Outside reference: the rank given by the cited publications. We know the rank; they do not publish the why.
factExternal consensus #42 (Tankathon #35; 1 source(s)). What we know: the rank. What we do NOT know: why they place him there — the sources publish rankings, not reasons.
Does our position hold? · The three lenses
- ◎On his individual signals alone he would be #20 of 39: −18 places versus SW #38 — the environment drags him down
- ◎On his environment alone (opponent and team) he would be #39 of 39, with 2 %
- ◎No Scout historical comparables for this season: that lens does not apply
Three independent lenses against our own place: his individual signals alone, his environment alone and the historical comparables. A lens disagrees when it lands 8 places away or more. SportiveWorld can be wrong: this is where it shows.
Conviction
- ✓Sample: 31 of 33 games with a box score (94%)
- ✓Standardised by the Scout census (own season profile)
- ✗The consensus is a SINGLE source (1): it is not a market
- ✗His individual signals alone place him far from the SW rank (#20 versus #38)
- ✗No historical comparables for this season
Why this gap exists ▾
On our side the gap decomposes exactly: which dimensions push the rank up and which hold it back. On the consensus side we only see the rank: its sources publish rankings, not reasons, so why they place him there is UNKNOWN. All we can say is what our model does NOT measure.
factSportiveWorld #38 · consensus #42: aligned (4 places). Pushing up: Opponent quality · Production · Minutes · Creation. Holding back: Efficiency · Box-score defence.
unknownWe know the consensus rank (#42: Tankathon #35). We do not know why they place him there: the sources publish rankings, not reasons.
Pushes the rank up
Holds the rank back
What our model does NOT measure (it could explain part of the gap; the consensus does not publish its reasons)
- ◇Age and class (Sophomore): the model does not adjust for them; the same production from a younger player projects higher
- ◇Physique and athleticism: no Combine measurements; only the listed height
- ◇Projection, film and future role: not in the box score
No appreciable weight · Outside shooting +0.05 · Team strength +0.10
Rank history ▾
15 captures, from 2026-10-21 to 2026-11-04
- ·2026-10-22: SW #39 → #39 · consensus #41 → #42 · no accredited cause in his own data (movement of the mocks or the rest of the board)
- ·2026-10-23: SW #39 → #39 · consensus #42 → #43 · no accredited cause in his own data (movement of the mocks or the rest of the board)
- ·2026-10-24: SW #39 → #39 · consensus #43 → #44 · no accredited cause in his own data (movement of the mocks or the rest of the board)
- ·2026-10-25: SW #39 → #38 · consensus #44 → #43 · no accredited cause in his own data (movement of the mocks or the rest of the board)
- ·2026-10-26: SW #38 → #38 · consensus #43 → #41 · no accredited cause in his own data (movement of the mocks or the rest of the board)
- ·2026-10-27: SW #38 → #38 · consensus #41 → #39 · no accredited cause in his own data (movement of the mocks or the rest of the board)
- ·2026-10-28: SW #38 → #39 · consensus #39 → #42 · no accredited cause in his own data (movement of the mocks or the rest of the board)
- ·2026-10-29: SW #39 → #39 · consensus #42 → #40 · no accredited cause in his own data (movement of the mocks or the rest of the board)
- ·2026-10-30: SW #39 → #39 · consensus #40 → #43 · no accredited cause in his own data (movement of the mocks or the rest of the board)
- ·2026-11-03: SW #39 → #38 · consensus #43 → #42 · no accredited cause in his own data (movement of the mocks or the rest of the board)
Movement in the mocks
Data and evidence
Everything behind the reading, on demand: season signal by signal, trajectory, games with a box score, comparables, consensus and the provenance of every figure.
Data and evidence
Everything behind the reading, on demand: season signal by signal, trajectory, games with a box score, comparables, consensus and the provenance of every figure.
All the model's signals
Calibrated probability of an NBA career of ≥ 2,000 minutes, given this season = 5.5 % · P(playing in the NBA) = 15.0 %
31 of 33 games with a box score · 20 conference · Average opponent +3.3 (+1.2 sd vs the cohort) · team +1.3 (+0.1 sd) · standardization from the Scout census
Who he is
The games with a box score in the measured season
| 2025-26 | Opponent | opp. rating | min | pts | reb | ast | |
|---|---|---|---|---|---|---|---|
| 2026-03-12 | @ St. John's Red Storm L 72-85 · Conference Tournament | +11.3 | 36 | 23 | 5 | 1 | box score |
| 2026-03-11 | @ Butler Bulldogs W 91-81 · Conference Tournament | +1.8 | 37 | 28 | 1 | 3 | box score |
| 2026-03-08 | @ Georgetown Hoyas L 79-80 | +0.7 | 34 | 11 | 2 | 5 | box score |
| 2026-03-05 | Marquette Golden Eagles L 56-78 | −0.6 | 24 | 4 | 3 | 3 | box score |
| 2026-02-22 | @ DePaul Blue Demons W 71-68 | +0.7 | 33 | 14 | 1 | 1 | box score |
| 2026-02-14 | St. John's Red Storm L 69-79 | +11.3 | 34 | 20 | 5 | 3 | box score |
| 2026-02-12 | @ Seton Hall Pirates L 80-87 | +5.0 | 31 | 20 | 4 | 3 | box score |
| 2026-02-07 | DePaul Blue Demons W 90-72 | +0.7 | 21 | 8 | 0 | 4 | box score |
| 2026-02-05 | Butler Bulldogs W 97-87 | +1.8 | 37 | 20 | 2 | 3 | box score |
| 2026-01-31 | @ Villanova Wildcats L 73-87 | +5.9 | 33 | 25 | 1 | 4 | box score |
| 2026-01-28 | @ UConn Huskies L 81-87 | +11.4 | 35 | 12 | 1 | 3 | box score |
| 2026-01-24 | Georgetown Hoyas L 78-81 | +0.7 | 34 | 14 | 4 | 4 | box score |
| 2026-01-19 | @ Marquette Golden Eagles L 104-105 | −0.6 | 40 | 26 | 1 | 4 | box score |
| 2026-01-16 | Creighton Bluejays W 93-88 | 0.0 | 37 | 24 | 2 | 7 | box score |
| 2026-01-13 | Villanova Wildcats L 82-88 | +5.9 | 37 | 21 | 1 | 1 | box score |
| 2026-01-10 | @ Xavier Musketeers L 84-97 | −2.3 | 32 | 21 | 4 | 1 | box score |
| 2026-01-08 | UConn Huskies L 98-103 | +11.4 | 36 | 11 | 4 | 3 | box score |
| 2026-01-03 | @ St. John's Red Storm W 77-71 | +11.3 | 28 | 16 | 6 | 2 | box score |
| 2025-12-19 | Seton Hall Pirates L 67-72 | +5.0 | 28 | 15 | 3 | 2 | box score |
| 2025-12-13 | @ Butler Bulldogs L 110-113 | +1.8 | 36 | 10 | 2 | 3 | box score |
| 2025-12-10 | Brown Bears W 86-79 | +0.3 | 30 | 10 | 2 | 4 | box score |
| 2025-12-06 | Rhode Island Rams W 90-71 | +1.7 | 33 | 18 | 1 | 4 | box score |
| 2025-12-03 | Fairleigh Dickinson Knights W 94-64 | −3.0 | 30 | 10 | 4 | 10 | box score |
| 2025-11-28 | @ Florida Gators L 78-90 | +15.6 | 32 | 10 | 4 | 1 | box score |
| 2025-11-27 | @ Wisconsin Badgers L 83-104 | +6.9 | 30 | 11 | 0 | 4 | box score |
| 2025-11-22 | @ Penn State Nittany Lions W 77-65 | −5.7 | 30 | 15 | 3 | 5 | box score |
| 2025-11-19 | New Hampshire Wildcats W 98-66 | −5.4 | 30 | 13 | 1 | 4 | box score |
| 2025-11-15 | @ Colorado Buffaloes L 88-97 | +0.4 | 28 | 11 | 3 | 0 | box score |
| 2025-11-12 | Pennsylvania Quakers W 106-81 | +1.5 | 26 | 14 | 3 | 5 | box score |
| 2025-11-08 | @ Virginia Tech Hokies L 101-107 | +3.9 | 25 | 17 | 3 | 0 | box score |
| 2025-11-04 | Holy Cross Crusaders W 89-79 | −5.1 | 20 | 19 | 1 | 2 | box score |
Evidence and provenance
Every figure in this file comes from one of these sources, with its scope and its sample. What is not here has not been measured.
| Source | Scope | Sample | |
|---|---|---|---|
| Outside consensus | The public mock drafts we track | 1 mocks | Tankathon #35 |
| Identity | His ESPN NCAA box scores, matched with the board | NCAA Division I | 5311991 |
| Season | ESPN's NCAA box scores, game by game | NCAA 2025-26 · Providence Friars | 31 of 33 games with a box score |
| Opponent quality | NCAA games with the opponent's strength measured (at least 10) | NCAA 2025-26 | 31 / 31 |
| Standard score (z) against the NCAA | Scout's census of NCAA players for that season | NCAA 2025-26 | standardization from the Scout census |
| SW rank | SportiveWorld's draft model, calibrated on past drafts | 2005-2021 | n=26,550 · AUC 0.897 |
| The player within his team | His NCAA box scores, with Basketball-Reference formulas | NCAA 2025-26 | 31 pj |
| The team | NCAA standings, the AP ranking and games | NCAA 2025-26 | Big East Conference |
| Physical | His NCAA profile on ESPN | NCAA 2025-26 | 201 cm · 98 kg |
| Rank history | Daily snapshots of the board and the mock drafts | 2027 | 15 |
Declared limits
- · No adjustment for age or class (the historical census lacks them): bias in favour of the productive veteran.
- · Physical measurements and the combine are not in the model: they are shown as context.
- · Calibrated on the NCAA only: ACB, EuroLeague and FIBA are not scored.
- · The mocks' history starts on 2026-09-13: before that date there is none (the ingester overwrote them daily).