AI Research and Analysis - March Madness 2026

Research articles and in-depth analysis from the AI March Madness 2026 team. Topics include AI prediction methodology, source citation analysis, confidence calibration insights, prediction drift patterns, upset detection, prompt sensitivity testing, and tournament strategy.

This section contains 31 research articles covering how GPT-4o, Gemini 2.5, and Perplexity Sonar Pro approach NCAA Tournament predictions. Each article examines a specific aspect of AI forecasting with data from our automated collection pipeline.

Blog
Mar 23, 2026/Tournament

WHO WILL WIN DUKE VS. ST. JOHN'S ROUND OF 32?

St. John's came into this tournament as a defensive-minded Big East program with the kind of perimeter length that makes offensive teams uncomfortable. Duke came in with the kind of balanced offensive attack that has made them a tournament fixture. When those two things collide in the Round of 32, offensive talent usually finds a way, and the full bracket predictions at BracketBurner reflect that reality across all major AI models.

BS
BracketBurner Staff
Tournament Analysis
Mar 23, 20265 min read
DukeSt. John'sRound of 32Predictions

THE DEFINING MISMATCH

This is the mismatch that defines St. John's tournament ceiling. They can pressure you on the perimeter, they can make jump shooters uncomfortable, they can force turnovers through aggressive guard defense and active hands. But they can't make you uncomfortable if you have elite guards who can create their own shot and forwards who can attack downhill.

Duke's backcourt can score in isolation or run pick-and-roll. Duke's forwards can face up or post down low. GPT-4o, Gemini 2.5, and Perplexity Sonar Pro all recognize Duke's offensive versatility as the critical edge in this matchup.

THE STYLE CLASH

St. John's wants to control pace and force tough shots. Duke wants to create chaos and overwhelm you with talent. St. John's has built their entire defensive system around perimeter intensity and wing athleticism. But Duke's guards are too talented and too experienced to let St. John's pressure create turnovers at a rate that changes the game.

The confidence calibration data shows high confidence in Duke's offensive execution because their talent profile is unambiguous. Duke can beat you with their backcourt creation, they can beat you with interior scoring, they can beat you in transition.

THE X-FACTOR

Duke's ability to get their guards into pick-and-roll and make the right reads determines whether St. John's can stay close. If Duke's backcourt can run side pick-and-roll and generate kick-outs to open shooters in the first half, St. John's' defense is already on its heels by halftime.

St. John's can't afford to play catch-up against a team this efficient. The prompt sensitivity analysis shows Duke's offensive advantage holds up consistently across all AI model testing and phrasing variations.

OUR PREDICTION

Duke wins 74-61. St. John's tournament ends because Duke's offensive versatility and backcourt creation create too many scoring angles for St. John's' defense to contain over 40 minutes. The upset detector shows this game heavily favors Duke.

LIVE DATA

See this tracked in real-time as the tournament plays out.

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BS
BracketBurner Staff
Mar 23, 2026/Tournament

WHO WILL WIN ILLINOIS VS. HOUSTON ROUND OF 32?

Illinois' perimeter length meets Houston's guard-driven offense. Guard creation usually finds a way

5 min read
BS
BracketBurner Staff
Mar 23, 2026/Tournament

WHO WILL WIN PURDUE VS. TEXAS ROUND OF 32?

Purdue's frontcourt dominance meets Texas' perimeter-oriented defense. Interior size usually wins wh

5 min read