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2026–27 SEASON
2026–27 / Basketball scouting brief

N Arizona
vs Iowa State

The projected game, the historical pressure points and the personnel questions to take into preparation. Generated from published statistics and reviewed announcements.

Dec 21, 2026 · start time unconfirmedIowa State designated home · Hilton Coliseum

N Arizona56.6Projected away score
Preseason baselineIowa State by 29.5Projected winning margin · 66.5 possessions / 40 min

Iowa State win estimate 96.8%

Iowa State86.1Projected home score

Projected total 142.7. Nominal 80% range for home scoring margin: +13.6 to +45.4. Outcomes outside that range remain possible.

The model uses historical opponent-adjusted efficiency and tempo. It has no current roster or injury inputs. Schedule details are partial and may change. Model edition: Sep 12, 2026.

Checking the latest registered D1 forecast for this game…

Pre-tip readiness / Four checks

Know what is settled before you scout.

Updated with this brief edition
Forecast signal
Model baseline

Home win estimate 96.8% · 31.8-point nominal range.

Model notebook
Schedule status
Start time unconfirmed

The source schedule has not confirmed a tip time; recheck before distributing a plan.

Source schedule
Roster evidence
Both teams observed

N Arizona 100% prior minutes represented · Iowa State 71% prior minutes represented

Roster evidence
Market evidence
No licensed quote

No qualifying bookmaker observation is published; an edge cannot be reported.

Record a manual check

These checks describe source coverage and model state. They do not convert a roster listing into eligibility, a schedule into availability, or a market quote into a recommendation.

Reader tool / Manual quote check

Compare a line you observed.

Browser only · never published · checking model edition

Enter a home spread, game total or both sides of a moneyline from a source you are reviewing. Results use the current forecast when available and stay in this browser; they are not a verified market observation, recommendation or ledger record.

Up to 20 notes · never uploaded
Spread edge+29.5 ptsModel is more favorable to the home side.Normal approximation: 99.1% chance the home margin clears this line.
Total edge+142.7 ptsModel total is above the observed number.
Moneyline probability edgeEnter both moneylines to calculate a no-vig market probability.
Moneyline expected returnEnter both valid prices to compare home and away returns.

Convention: spread edge = model home margin + home spread; total edge = model total − observed total. This arithmetic does not account for vig, pushes, limits, timing or player availability. The spread-cover probability is a normal approximation from the published nominal 80% margin interval; it is not a calibrated betting probability. Moneyline edge uses both sides to remove two-way vig. Expected return is a hypothetical arithmetic output from the model probability and quoted price; it is not a recommendation or a realized result.

01 / Prior-season evidence → Film questions

Where the styles meet.

2025–26 observations

These are historical questions, not forecast adjustments. Each direction highlights up to two Four Factors with the largest difference in favorable percentile between one offense and the opposing defense. Rates came against different schedules and personnel; their difference is not an expected matchup outcome.

01 / A contrast to investigate

Finishing the possession

N Arizona offense Iowa State defense

N Arizona · offense24.2%32 games · rank 348/366
Iowa State · opponent rate28.6%37 games · rank 112/366

Offensive rebound rate. Favorable percentile: 4.9 offense / 69.6 defense. Higher favorable percentile is better, including for statistics where a lower raw rate is better.

On film: Who earns the second-chance possessions, and who must take the first box-out assignment? Check whether extra crashers leave transition chances at the other end.

02 / A contrast to investigate

Keeping the game off the line

N Arizona offense Iowa State defense

N Arizona · offense33.0%32 games · rank 238/366
Iowa State · opponent rate28.1%37 games · rank 40/366

Free-throw attempts / FGA. Favorable percentile: 35.1 offense / 89.3 defense. Higher favorable percentile is better, including for statistics where a lower raw rate is better.

On film: Which actions draw shooting fouls, and which defenders can contain them without fouling? Check the personnel and foul context before assigning a coverage.

03 / Offensive strength / defensive concern

Shot-making

Iowa State offense N Arizona defense

Iowa State · offense56.2%37 games · rank 24/366
N Arizona · opponent rate55.8%32 games · rank 355/366

Effective FG%. Favorable percentile: 93.7 offense / 3.0 defense. Higher favorable percentile is better, including for statistics where a lower raw rate is better.

On film: Which actions create efficient shots, and which coverages take those looks away? Separate rim attempts, catch-and-shoot threes and contested pull-ups on film.

04 / Offensive strength / defensive concern

Finishing the possession

Iowa State offense N Arizona defense

Iowa State · offense35.2%37 games · rank 54/366
N Arizona · opponent rate32.2%32 games · rank 287/366

Offensive rebound rate. Favorable percentile: 85.5 offense / 21.6 defense. Higher favorable percentile is better, including for statistics where a lower raw rate is better.

On film: Who earns the second-chance possessions, and who must take the first box-out assignment? Check whether extra crashers leave transition chances at the other end.

02 / Both directions, all the evidence

The possession matchup.

N Arizona with the ball.

Historical rateN ArizonaOffenseIowa StateDefense
Effective FG%53.3%32 games · rank 106/36649.8%37 games · rank 113/366
Turnovers / possessions15.8%32 games · rank 126/36622.6%37 games · rank 4/366
Offensive rebound rate24.2%32 games · rank 348/36628.6%37 games · rank 112/366
Free-throw attempts / FGA33.0%32 games · rank 238/36628.1%37 games · rank 40/366
Three-point attempt share36.8%32 games42.6%37 games
Two-point FG%52.2%32 games · rank 191/36651.1%37 games · rank 180/366
Three-point FG%36.7%32 games · rank 35/36632.0%37 games · rank 75/366

Defense reports opponent rates, except turnovers forced. Each statistic pools its own valid numerators and denominators; game counts can differ. Three-point attempt share describes style and has no favorable rank.

Open N Arizona’s full dossier →

Iowa State with the ball.

Historical rateIowa StateOffenseN ArizonaDefense
Effective FG%56.2%37 games · rank 24/36655.8%32 games · rank 355/366
Turnovers / possessions14.9%37 games · rank 63/36617.5%32 games · rank 134/366
Offensive rebound rate35.2%37 games · rank 54/36632.2%32 games · rank 287/366
Free-throw attempts / FGA34.5%37 games · rank 193/36631.5%32 games · rank 106/366
Three-point attempt share38.8%37 games39.6%32 games
Two-point FG%55.4%37 games · rank 61/36654.8%32 games · rank 322/366
Three-point FG%38.3%37 games · rank 13/36638.2%32 games · rank 362/366

Defense reports opponent rates, except turnovers forced. Each statistic pools its own valid numerators and denominators; game counts can differ. Three-point attempt share describes style and has no favorable rank.

Open Iowa State’s full dossier →
Stat definitions and denominators

Effective FG%: (FGM + 0.5 × 3PM) / FGA.

Turnovers / possessions: Turnovers / estimated possessions.

Offensive rebound rate: ORB / (ORB + opponent DRB).

Free-throw attempts / FGA: FTA / FGA; displayed per 100 field-goal attempts.

Rates are pooled from the source records, not averages of game percentages. Rankings compare the 366 programs in the model field. Some source games include opponents outside Division I.

The pace question.

N Arizona recorded 66.6 possessions per 40 minutes across 32 paired games; Iowa State recorded 68.5 across 37. The adjusted forecast for this matchup is 66.5. Identify which team’s personnel can dictate the first pass, early offense and transition balance; the historical tempo gap alone does not identify a tactical winner.

Five-v-five archive / source-native handoff

See which lineups actually shared the floor.

The matchup-stint archive keeps each publisher-native five-player group beside the opposing five, with possessions, repeat games and scoring margin. Search these teams to turn the factor question into a film assignment; the source IDs remain separate from the forecast and recruiting identities.

03 / Prior meetings / exact source IDs

What happened when these programs met?

2025–26 source schedule

This is a descriptive look at completed meetings where the home and away source team IDs matched exactly in the scouting archive. It is context for preparation, not a head-to-head forecast; a missing row means this source edition did not retain a qualifying meeting.

No completed exact-ID meetings are available in this source edition.

04 / Schedule-adjusted lens

What survives a harder schedule?

These four-factor role estimates adjust for opponent and season recency using the same team-and-venue design as the efficiency model. A positive gap means the offense’s favorable rate is stronger than the opposing defense’s corresponding rate. This is a descriptive lens for preparation, not a new forecast or a claim about the next rotation.

N Arizona offense vs Iowa State defense.

Adjusted rateN ArizonaOffenseIowa StateDefenseFavorable gap
Turnover rate16.7%22.5%+5.8 ppfavors this offense
Effective FG%50.4%48.3%+2.0 ppfavors this offense
Free-throw attempt rate30.5%31.7%-1.2 ppfavors this defense
Offensive rebound rate27.1%26.7%+0.4 ppfavors this offense

For turnover rate, lower offensive turnover rate and higher forced-turnover rate are favorable. The other rows favor more efficient offense and lower opponent rates.

Iowa State offense vs N Arizona defense.

Adjusted rateIowa StateOffenseN ArizonaDefenseFavorable gap
Offensive rebound rate33.8%30.2%+3.7 ppfavors this offense
Free-throw attempt rate36.3%35.1%+1.2 ppfavors this offense
Effective FG%55.3%54.3%+1.0 ppfavors this offense
Turnover rate15.7%16.2%+0.5 ppfavors this offense

For turnover rate, lower offensive turnover rate and higher forced-turnover rate are favorable. The other rows favor more efficient offense and lower opponent rates.

05 / Historical workload, then roster verification

Who carried the old possessions?

The three largest recorded minute totals on each 2025–26 team, among players with at least 200 minutes. These are historical contributors, not a projected 2026–27 rotation. Follow the player history and verify availability before assigning matchups.

N Arizona / 2025–26

Ryan AbelmanG · 30 games · 969 total minutes
32.3 MPG10.5 PPG18.1% est. usage52.8% TS

Usage sample: 30 games. An opportunity estimate from matched minutes and boxes, not measured on-court possessions.

Chris KominG · 31 games · 824 total minutes
26.6 MPG7.8 PPG15.5% est. usage58.0% TS

Usage sample: 31 games. An opportunity estimate from matched minutes and boxes, not measured on-court possessions.

Traivar JacksonF · 32 games · 705 total minutes
22.0 MPG7.2 PPG17.5% est. usage59.6% TS

Usage sample: 32 games. An opportunity estimate from matched minutes and boxes, not measured on-court possessions.

Inspect the historical shot map →

Iowa State / 2025–26

Milan MomcilovicF · 37 games · 1,125 total minutes
30.4 MPG16.9 PPG21.3% est. usage69.3% TS

Usage sample: 37 games. An opportunity estimate from matched minutes and boxes, not measured on-court possessions.

Joshua JeffersonF · 35 games · 1,083 total minutes
30.9 MPG16.4 PPG27.8% est. usage56.0% TS

Usage sample: 35 games. An opportunity estimate from matched minutes and boxes, not measured on-court possessions.

Tamin LipseyG · 34 games · 1,073 total minutes
31.6 MPG13.5 PPG22.2% est. usage54.0% TS

Usage sample: 34 games. An opportunity estimate from matched minutes and boxes, not measured on-court possessions.

Inspect the historical shot map →
06 / Source roster observation

How much old workload is represented?

2026–27 listing · unconfirmed

This is an exact-ID comparison between the published 2026–27 roster listing and recorded 2025–26 minutes. It describes what the source currently represents; it does not establish eligibility, availability, a returning decision or a projected rotation, and it does not change the forecast.

N Arizona

Players listed14
Roster shape · G / F / C9 / 5 / 0
Listed as same program14
New to source dataset0
Returning IDs with prior minutes14
Prior minutes represented6,400 · 100.0%
Role workloadPrior minReturningIncomingUnrepresented
Guard9 listed4,265100%
Forward5 listed2,135100%
Center0 listed

Roster shape uses only the source-reported position labels on this listing; it is descriptive and does not identify a viable lineup or positional matchup.

Role rows use prior production attached to the currently listed source records. They are a narrower sample than the team denominator above; a missing or unclassified listing remains unknown.

The percentage uses 6,400 recorded 2025–26 minutes for this program as its denominator. A missing listing is not evidence of a departure; a new entry is not proof of a freshman or transfer.

Review roster observations and announcements →Build a role shortlist for N Arizona

Iowa State

Players listed12
Roster shape · G / F / C7 / 5 / 0
Listed as same program11
New to source dataset1
Returning IDs with prior minutes11
Prior minutes represented5,244 · 70.9%
Role workloadPrior minReturningIncomingUnrepresented
Guard7 listed2,722100%
Forward5 listed2,522100%
Center0 listed

Roster shape uses only the source-reported position labels on this listing; it is descriptive and does not identify a viable lineup or positional matchup.

Role rows use prior production attached to the currently listed source records. They are a narrower sample than the team denominator above; a missing or unclassified listing remains unknown.

The percentage uses 7,400 recorded 2025–26 minutes for this program as its denominator. A missing listing is not evidence of a departure; a new entry is not proof of a freshman or transfer.

Review roster observations and announcements →Build a role shortlist for Iowa State
07 / Dated school evidence

What changed after those box scores?

Announcement board reviewed Sep 8, 2026

This board covers a limited set of schools. An announced addition does not by itself prove game-day availability. Later statements remain in the player’s timeline; a missing entry is not evidence that a player left or that a roster stayed unchanged.

N Arizona

This program is outside the reviewed school-announcement coverage in this edition. Check its official roster and availability reports.

Open the recruiting evidence board →

Iowa State

This program is outside the reviewed school-announcement coverage in this edition. Check its official roster and availability reports.

Open the recruiting evidence board →
09 / Compare only matching records

The forecast and market trail.

Published ledger edition Sep 15, 2026. Only a record matching this game’s model, participants, start and prediction can appear here. Quotes are last qualifying observations, not verified closing lines or a live price feed.

Forecast registered . Status: Excluded · Start time unconfirmed.

No qualifying timestamped market comparison is available for this forecast in this ledger edition. A model-versus-market edge cannot be reported.

For spreads, a positive difference is model home margin plus the observed home spread; for totals it is model total minus the line; for moneylines it is model home probability minus the two-way normalized market probability. These are model disagreements, not placed bets or profit estimates.

Inspect this game’s complete forecast and source history →

Retained reading snapshots of this brief →

Your preparation / Private browser notes

Take it into the film room.

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How to read this brief.

The preseason model’s independent 2025–26 evaluation covered 5,734 games, with 10.26-point margin MAE and 79.1% empirical coverage for nominal 80% ranges. The weekly model experiment is separate from these forecasts.

Historical scouting and player statistics: Sep 12, 2026 source edition. Model: basketball-efficiency-v2-b7df2377c580. Training cutoff: 2026-09-12T12:53:26.061472Z. Model notebook and source receipts →

Bulk observations: SportsDataverse, whose publisher labels its datasets CC BY 4.0. Independent calculations and text templates: Silvermine. School announcements are linked individually. The film questions are hypotheses to verify, not measured descriptions of a current lineup.