So here's a rant on the topic picked at random, discussing loss rates to employee theft in this business on the order of 20% (and that's with tokens!): https://frank-thecrank.com/are-you-losing-arcade-business-ga.... The same rant puts the base level of 'walk-away tokens' (the condition you describe) at 0.5-1% of the total.