Casino bankroll calculator & risk simulator

The house edge sets the average. Volatility decides how wild the ride is. This shows both.

e.g. 96 for a typical slot, 99 for Stake-style dice
Probability of being down at least X% of the bankroll
Same seed + inputs = same result
Expected loss over 1,000 bets
$40.00
Typical swing (1 standard deviation)
± $60.72
Win pays (model)
4.80x

The model and its assumptions

expected loss      = N x bet x (1 - RTP)
stdev per bet      = bet x sqrt(p x payout^2 - RTP^2)
stdev over N bets  = stdev per bet x sqrt(N)

The expected loss grows with N; the typical swing grows only with √N. That is why short sessions feel random and long ones converge on the house edge. More in house edge vs RTP vs volatility. If the numbers here worry you, see responsible gambling.