Library/Outcome Determination and Settlement Finality on Kalshi: Public State Paths, Prospective Measurement, and Empirical Identification
DesignResearch Paper

Outcome Determination and Settlement Finality on Kalshi: Public State Paths, Prospective Measurement, and Empirical Identification

Maksym Nechepurenko·September 15, 2026·Academic Paper
“kalshi's public finality is two layers: near-complete endpoints, sparse exact paths”

Why It's Worth Reading

A Kalshi market doesn't finalize at one clock, and this registered 7+7 study separates the endpoint from the path. Exact public finalization is observed for 7,357,576 of 7,611,594 MVE market objects and 71,657 of 152,694 ordinary markets — yet only 126,806 MVE and 70,979 ordinary tickers have an exact determination-to-endpoint pair. MVE pairs average 9.676 seconds; ordinary pairs average 322.50 seconds and stretch to 7,133. Settlement speed is not one scalar until endpoint, risk set and observation surface are fixed.

Extensive technical background assumed

Concepts

Platforms mentioned: Kalshi

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