Independent guide · Casino
RTP Explained: Calculate Expected Return
Learn to calculate theoretical RTP using hypothetical scenarios. Understand the difference between expected gross payouts and actual net results.

Why this matters
RTP describes expected gross payouts as a share of wagers under stated game rules. The same calculation can describe an expected loss without predicting the result of a session.
Defining Theoretical RTP
Return to Player (RTP) is a theoretical metric representing the expected gross payout divided by the total stake. It is not a withdrawal percentage or a personal promise of profit. The value assumes play under specific rules and may include game bonus features.
The quoted percentage belongs to a particular game version and its assumptions. Where decisions affect returns, the stated strategy matters. RTP alone does not describe the distribution of payouts, the chance of finishing ahead, or whether a particular game operated fairly.
Gross Payouts vs Net Results
Gross payouts include the returned stake where the game convention dictates. Net results subtract the total wagered amount from total gross payouts. Confusing these two figures leads to significant miscalculations of actual profit or loss.
If a settled EUR 10 wager produces a gross payout of EUR 10, the net result is zero. That is a returned stake, not EUR 10 of profit. For the examples here, gross payout means the entire amount credited from settling a wager; subtract the wager once to find the net result.
Hypothetical Scenario A: Expected Loss
Consider a hypothetical session of 500 rounds at EUR 2 per round. Total wagers equal EUR 1000. If the theoretical RTP is 96%, the expected gross payout is EUR 960. The calculation is straightforward: 1000 multiplied by 0.96 equals 960.
The expected net result is minus EUR 40. This is derived by subtracting the total wagers from the expected gross payouts. This figure represents the mathematical expectation over the stated 500 rounds, not a guarantee for this specific session.
Observed return in a separate session
A second hypothetical record contains EUR 1000 of wagers and EUR 1120 of gross payouts. Observed RTP = 1120 / 1000 * 100 = 112%; the net result is 1120 - 1000 = +EUR 120. This describes that record only. It does not establish how likely the result was under any particular game.
This positive result does not alter the theoretical 96% RTP. It does not establish fairness or prove the game is rigged. Observed RTP is a historical record of a specific session, while theoretical RTP is a fixed parameter of the game design.
Using the RTP Calculator
You can use the RTP Loss Calculator to model these scenarios. Input your stake per round, the number of rounds, and the theoretical RTP. The tool calculates the expected gross and net results based on these inputs.
Do not input observed payouts into this tool. Observed RTP must be calculated separately using your actual transaction history. The calculator is for theoretical modeling, not for analyzing past performance or predicting future individual outcomes.
Turnover is not the deposit
Money wagered more than once counts more than once in turnover. A EUR 100 deposit does not imply EUR 100 of total wagers: amounts returned during play can be staked again. The EUR 1000 in our example is a sum of wagers, not a deposit requirement, spending recommendation or predicted cash loss.
Check the game version, the published RTP and any strategy assumptions before interpreting the calculation. There is no round count at which the actual result must equal the expected result. A history of payouts and wagers can calculate observed RTP; it cannot, on its own, verify the underlying game model.
Practical checklist
- Verify the theoretical RTP value from official game documentation.
- Use gross payouts consistently, including any returned stake.
- Calculate total wagers by multiplying stake per round by number of rounds.
- Distinguish between expected theoretical results and observed session outcomes.
Sources and further reading
Fact-checked: . External sources open in a new tab.
- How to calculate return to player (RTP)Gambling Commission
- Return to player: how much gaming machines payoutGambling Commission