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Bayh’s Indiana victory follows sustained Election Day backing on Kalshi

IndyStar reports Kalshi traders backed Democrat Beau Bayh in the Indiana secretary of state market for pretty much all of Election Day, pricing him at 59.1 percent at 4 AM on Tuesday against Republican Max Engling at 40.8 percent. Bayh won with just over 49 percent of the vote in the four-candidate race, edging Engling by about 3.5 points to become the first Democrat to hold statewide office in Indiana since 2012.

Democrat Beau Bayh won Indiana’s secretary of state race after Kalshi traders favored him for nearly all of Election Day, according to IndyStar.

Market pricing and the result

At 4 AM on Tuesday, Kalshi’s market priced Bayh at 59.1 percent, compared with 40.8 percent for Republican Max Engling, IndyStar reported. The early pricing put Bayh ahead but left substantial probability attached to an Engling victory.

Bayh ultimately received just over 49 percent of the vote in the four-candidate contest, finishing about 3.5 points ahead of Engling, according to IndyStar. His victory made him the first Democrat to hold statewide office in Indiana since 2012.

The outcome aligned with the market’s favored candidate. The supplied reporting establishes that traders backed Bayh for nearly the entire day, but provides only the 4 AM prices—not a detailed account of how those probabilities changed before the result.

What it means for prediction markets

  • The favorite prevailed: Kalshi’s early Tuesday pricing favored Bayh, and the eventual result matched that directional signal.
  • Probability is not vote share: Bayh’s 59.1 percent market price represented his assessed chance of winning, not a forecast of his vote percentage. He won with just over 49 percent.
  • One result has limits: This race shows a market favorite winning; it does not, by itself, establish how accurately Kalshi’s probabilities were calibrated across elections.
KalshiElectionsInfiniti MarketsInfiniti Signals

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