Accumulator means: A collective bet on successive events, with both stake and winnings being carried forward to accumulate progressively.. There is no real cause for parental concern; it is descriptive vocabulary rather than risky behaviour. If your teen uses it, context will usually make the intent clear. A short, curious question about where they heard it is usually all that is needed to know whether to follow up.