Mainstream political consensus and traditional forecasting models typically assign >90% renomination probabilities to incumbents without major scandals. Polymarket's current implied probability of 28% for challenger Larkin significantly diverges from these expectations. This divergence suggests the prediction market is likely overpricing unconfirmed, low-probability rumors of Moskowitz vacating the seat to run for Governor, rather than focusing on electoral fundamentals.