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Re: NCAA Tournament Ai Model
FREAK #943784 03/27/26 06:33 AM
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DANGER INDEX

St. John’s vs Duke (Duke ‑6)
Danger Index: 86 (High Danger)

• Moderate trap
• High chaos
• Late Time of Death
• Duke margin instability
• St. John’s volatility creates constant swings
This is the most dangerous favorite on the Friday slate.

Michigan State vs UConn (Pick’em)
Danger Index: 52 (Very Low Danger)

• No trap
• Very low chaos
• No TOD
• No margin expectations
• Market sees this as a clean coin‑flip

Alabama vs Michigan (Michigan ‑10)
Danger Index: 78 (Moderate Danger)

• Moderate–severe trap
• Moderate chaos
• Mid‑game TOD
• Michigan’s margin profile is inconsistent
• Alabama volatility creates backdoor risk
This is the second‑most dangerous favorite of the day.

Tennessee vs Iowa State (ISU ‑3.5)
Danger Index: 67 (Low Danger)

• Mild trap
• Low chaos
• Late TOD
• ISU defense stabilizes the game
• Tennessee physicality prevents clean separation
Not a landmine, but not a clean favorite either.


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Re: NCAA Tournament Ai Model
FREAK #943785 03/27/26 06:34 AM
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MODEL CONFIDENCE

St. John’s vs Duke (Duke ‑6)
Model Confidence: 62 (Low Stability)

• High chaos
• Late TOD
• Duke margin inconsistency
• St. John’s pace volatility
• Too many swing variables
This is one of the least stable games of the entire Sweet 16.

Michigan State vs UConn (Pick’em)
Model Confidence: 91 (Extremely Stable)

• No trap
• Very low chaos
• No TOD
• Balanced matchup
• Predictable possession structure
This is the most stable game on the Friday slate.

Alabama vs Michigan (Michigan ‑10)
Model Confidence: 74 (Moderate Stability)

• Michigan’s offense is consistent
• Alabama’s volatility lowers stability
• Double‑digit lines create margin variance
• Game flow is predictable, but swings exist
Stable enough, but not clean.

Tennessee vs Iowa State (ISU ‑3.5)
Model Confidence: 83 (High Stability)

• ISU defense stabilizes pace
• Tennessee physicality limits chaos
• Low‑margin grinder
• Late‑game execution decides it
This is the second‑most stable game of the day.


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Re: NCAA Tournament Ai Model
FREAK #943786 03/27/26 06:35 AM
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TIER SUMMARY

St. John’s vs Duke (Duke ‑6)
Tier: B

• High chaos
• High danger
• Late TOD
• Duke margin instability
• Sharp/public split
This is the most unstable line of the day.

Michigan State vs UConn (Pick’em)
Tier: A

• No trap
• No chaos
• No TOD
• High model stability
• Market sees it as a clean coin‑flip
This is the cleanest line on the Friday board.

Alabama vs Michigan (Michigan ‑10)
Tier: Near‑A

• Moderate chaos
• Moderate danger
• Double‑digit line variance
• Michigan stability offsets Alabama volatility
Stable enough, but not clean.

Tennessee vs Iowa State (ISU ‑3.5)
Tier: Near‑A

• Low chaos
• Mild trap
• Late TOD
• Grinder profile
• Predictable possession structure
Second‑cleanest line of the slate.


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Re: NCAA Tournament Ai Model
FREAK #943787 03/27/26 06:36 AM
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St. John’s vs Duke (Duke ‑6)
Game Flow: High‑volatility, run‑heavy, constant swings
This game never settles.
St. John’s pushes pace from the jump, forcing Duke into a faster rhythm than they prefer. Duke answers with shot‑making, but every time they build a small lead, St. John’s fires back with a 7–0 or 8–2 burst.
The first half feels like a track meet.
The second half feels like a momentum pendulum.
Duke’s half‑court offense stabilizes late, but St. John’s keeps punching until the final possessions.
This is the most chaotic Friday game — alive deep into the final minute.
Script: Runs, swings, no separation, late‑game tension.

Michigan State vs UConn (Pick’em)
Game Flow: Slow, structured, possession‑by‑possession chess match
This is the cleanest, most stable game of the day.
Both teams settle into half‑court sets early, valuing every possession. No wild runs, no pace spikes, no chaos.
The first half is methodical.
The second half is tactical.
Every bucket feels earned.
Every stop feels heavy.
Neither team creates real separation — the game lives in the 1–4 point window for almost the entire 40 minutes.
Final four minutes become pure execution: screens, matchups, and late‑clock decisions.
Script: A grinder decided by who executes better in the final minute.

Alabama vs Michigan (Michigan ‑10)
Game Flow: Michigan control with Alabama volatility spikes
Alabama comes out fast, trying to create chaos early. They get a couple of transition bursts, maybe even a mini‑run. But once the game settles into half‑court, Michigan takes over.
Michigan’s offense is steady, patient, and efficient.
Alabama’s defense gives up clean looks.
The game has swing pockets — Alabama hits a few threes, Michigan answers with structure.
By the mid‑second half, Michigan’s stability starts to separate the game.
Alabama has one more run in them, but Michigan’s half‑court execution keeps the margin in the 6–12 range.
Script: Early Alabama energy, mid‑game Michigan control, margin stabilizes late.

Tennessee vs Iowa State (ISU ‑3.5)
Game Flow: Physical, defensive, low‑margin grinder
This is the most bruising game of the night.
Both teams defend at a high level, both teams force tough shots, and neither team allows pace.
The first half is a defensive arm‑wrestle.
The second half is a toughness contest.
Runs are short — 5–0, 6–2, nothing explosive.
Every possession feels like a wrestling match in the paint.
The game stays inside one or two possessions for almost the entire 40 minutes.
Final minutes come down to who gets the cleaner look and who avoids the late turnover.
Script: Slow, physical, low‑scoring, decided in the final 3–5 minutes.


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Re: NCAA Tournament Ai Model
FREAK #943961 03/28/26 04:43 AM
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Saturday Elite 8

TRAP RATING

Iowa vs Illinois (‑7)
Trap Rating: Mild
• Line is high but not suspicious
• Illinois has been margin‑capable
• Iowa’s volatility keeps books comfortable
• No red flags

Purdue vs Arizona (‑6.5)
Trap Rating: Moderate–High
• 6.5 is a sharp number
• Arizona is strong but not a typical margin team
• Purdue is public‑friendly
• Books leaning into Arizona strength


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Re: NCAA Tournament Ai Model
FREAK #943962 03/28/26 04:44 AM
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VOLATILITY INDEX

Iowa vs Illinois
Volatility: 58 (Low–Moderate)
• Illinois stabilizes pace
• Iowa offense can spike but not chaotic
• Game likely stays structured

Purdue vs Arizona
Volatility: 74 (Moderate–High)
• Both teams can go on runs
• Arizona pace increases swings
• Purdue’s shooting variance adds layers


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Re: NCAA Tournament Ai Model
FREAK #943963 03/28/26 04:44 AM
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DOG COVER LIKELIHOOD

Iowa +7
Cover Likelihood: Moderate
• Iowa can score
• Illinois margin profile is inconsistent
• 7 is a fair number
• Iowa stays alive deep

Purdue +6.5
Cover Likelihood: High
• Purdue rarely gets blown out
• Arizona’s margin profile is shaky
• 6.5 is a premium dog number
• Purdue’s half‑court stability keeps it tight


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Re: NCAA Tournament Ai Model
FREAK #943964 03/28/26 04:44 AM
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SHARPS VS PUBLIC

Iowa vs Illinois
Sharps: Iowa
Public: Illinois
• Public rides the hotter team
• Sharps take the number

Purdue vs Arizona
Sharps: Purdue
Public: Arizona
• Arizona is the “stronger” narrative
• Sharps grab the points with a top‑tier team


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Re: NCAA Tournament Ai Model
FREAK #943965 03/28/26 04:44 AM
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MOV PROJECTION

Iowa vs Illinois
MOV: Illinois by 4–8
• Illinois better team
• Iowa keeps it respectable
• Margin lands near the number

Purdue vs Arizona
MOV: Arizona by 2–6
• Tight game
• Arizona edges late
• 6.5 is above the most common landing zone


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Re: NCAA Tournament Ai Model
FREAK #943966 03/28/26 04:45 AM
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TIME OF DEATH

Iowa vs Illinois
TOD: Late (3–5 minutes)
• Iowa hangs
• Illinois closes

Purdue vs Arizona
TOD: None / Final minute
• True heavyweight fight
• No collapse point
• Both teams live until the horn


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Re: NCAA Tournament Ai Model
FREAK #943967 03/28/26 04:45 AM
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CHAOS RATING

Iowa vs Illinois
Chaos: 61 (Low–Moderate)
• Illinois stabilizes
• Iowa adds some variance

Purdue vs Arizona
Chaos: 79 (Moderate–High)
• Pace
• Shot‑making
• Runs
• High‑level volatility


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Re: NCAA Tournament Ai Model
FREAK #943968 03/28/26 04:45 AM
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DANGER INDEX

Iowa vs Illinois
Danger: 68 (Low–Moderate)
• Illinois should win
• Iowa can annoy
• Not a landmine

Purdue vs Arizona
Danger: 84 (High)
• Arizona is the more dangerous favorite
• Purdue is too stable
• 6.5 is too big
• High chaos + sharp dog


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Re: NCAA Tournament Ai Model
FREAK #943969 03/28/26 04:45 AM
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MODEL CONFIDENCE

Iowa vs Illinois
Confidence: 81 (High)
• Predictable
• Structured
• Margin‑stable

Purdue vs Arizona
Confidence: 66 (Low)
• Too many swing variables
• Pace volatility
• Shot‑making variance


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Re: NCAA Tournament Ai Model
FREAK #943970 03/28/26 04:45 AM
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SHOT PROFILE MISMATCHES

Iowa vs Illinois
Mismatch: Illinois advantage
• Better rim pressure
• Better defensive contest rate
• Iowa gives up clean looks

Purdue vs Arizona
Mismatch: Even
• Purdue perimeter efficiency
• Arizona interior pressure
• No clear mismatch


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Re: NCAA Tournament Ai Model
FREAK #943971 03/28/26 04:46 AM
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TIER SUMMARY

Iowa vs Illinois (‑7)
Tier: Near‑A
• Stable
• Predictable
• Mild volatility

Purdue vs Arizona (‑6.5)
Tier: B
• Trap
• Chaos
• Danger
• Low confidence


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Re: NCAA Tournament Ai Model
FREAK #943972 03/28/26 04:46 AM
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GAME‑FLOW SCRIPT

Iowa vs Illinois
Script:
Illinois controls most of the game, Iowa punches back with mini‑runs, margin stays between 4–10 most of the night. Iowa hangs around but Illinois never fully loses control. Late‑game free throws decide whether it lands 5, 6, 7, or 8.

Purdue vs Arizona
Script:
Heavyweight fight. Arizona pushes pace early, Purdue stabilizes with half‑court execution. Runs both ways. No separation. Game lives inside 1–2 possessions for 35+ minutes. Final minute decides it.


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Re: NCAA Tournament Ai Model
FREAK #944150 03/29/26 03:24 AM
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Elite 8 Sunday

TRAP RATING

Duke ‑5.5 vs UConn
Trap Rating: Moderate
- Duke is the public side
- UConn as a dog is unusual
- Books holding firm at 5.5 is suspicious

Michigan ‑7.5 vs Tennessee
Trap Rating: Mild
- Michigan is the better team on paper
- 7.5 is high but not a trap number
- Books comfortable with it


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Re: NCAA Tournament Ai Model
FREAK #944151 03/29/26 03:24 AM
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VOLATILITY INDEX

Duke vs UConn
Volatility: 72 (Moderate–High)
- Pace swings
- Shot‑making variance
- Duke run‑heavy profile

Michigan vs Tennessee
Volatility: 55 (Low–Moderate)
- Michigan stabilizes pace
- Tennessee inconsistent but not chaotic


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Re: NCAA Tournament Ai Model
FREAK #944152 03/29/26 03:25 AM
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DOG COVER LIKELIHOOD

UConn +5.5
Cover Likelihood: High
- UConn rarely gets blown out
- Duke margin profile inconsistent
- 5.5 is a premium dog number

Tennessee +7.5
Cover Likelihood: Moderate
- Tennessee can hang
- Michigan can separate
- 7.5 is fair but not generous


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Re: NCAA Tournament Ai Model
FREAK #944153 03/29/26 03:25 AM
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SHARPS VS PUBLIC

Duke vs UConn
Sharps: UConn
Public: Duke
- Classic split
- Sharps take the dog with pedigree

Michigan vs Tennessee
Sharps: Tennessee
Public: Michigan
- Michigan is the narrative team
- Sharps grab the points


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