Forensic pricing evaluation for the upcoming NCAAF matchup between the Maryland Terrapins and Virginia Tech Hokies indicates slight market inefficiencies across alternative spread and underdog moneyline segments. While Virginia Tech showcases high initial defensive metrics, their first true road environment under new leadership creates vulnerabilities against Maryland's established high-tempo scheme. Our algorithmic model anchors tightly to professional consensus lines, correcting for travel fatigue and situational adjustments to yield five disciplined, risk-managed value positions within our strict ROI parameters.