Extended play data gathered from thousands of sessions across multiple titles demonstrates that the true character of a game’s payout distribution only fully reveals itself over tens of thousands of spins. At this scale, the bonus frequency, average feature payout, and base game contribution all converge toward their designed values. The jackpot hit rate, even for the smaller tiers, aligns with the mathematical expectations, providing a complete picture of the game’s long-term behavior.