Publication date: 19 February 2026
EV Model (Expected Value) in iGaming: What It Is and How to Make Money With It
EV model (Expected Value) is a way of calculating revenue in iGaming affiliate programs where affiliates receive a percentage not from the actual losses of players, but from the mathematical expectation of the casino’s profit. Simply put: the casino pays you not based on what the player actually lost today, but on what it should have earned over the long run, based on the mathematics of the game.
Instead of real GGR (Gross Gaming Revenue), the basis is theoretical profit. All bonuses, rakebacks, and gifts received by the player are subtracted from it. Your commission is then calculated from this “cleaned” amount.
Expected Value: Where the Term Comes From and the Calculation Formula
The term Expected Value (EV) comes from probability theory and statistics. In gambling, it shows how much on average a casino earns (or loses) from each bet over an infinite number of spins or rounds.
The basic formula for calculating a casino’s net EV is:
EV = (Player’s Total Bets × House Edge) − (Cost of Bonuses + Rakeback + Other Compensations)
Where:
- Total Bets (Turnover) — the total amount of money wagered by the player over a period.
- House Edge — the casino’s mathematical advantage. Calculated as 100% − RTP. For example, if a slot has an RTP of 96%, then the house edge is 4%.
How to Calculate EV in an Affiliate Program: A Clear Example with Numbers
Let’s imagine that a player you brought in made $500,000 in bets on slots with an RTP of 96% (meaning house edge = 4%).
- Casino’s theoretical revenue: $500,000 × 4% = $20,000.
- But during this time, the player received bonuses and rakeback totaling $13,000 from the casino.
- Casino’s net EV: $20,000 − $13,000 = $7,000.
You’re working under the EV model with a 70% commission. Your payout will be:
$7,000 × 70% = $4,900
Important nuance: If the player hit a jackpot this month and the casino actually went negative — you’ll still get paid because the EV remained positive. Conversely, even if the player lost a huge amount but burned through lots of bonuses, the casino’s EV could be zero, and you’ll earn nothing.
The Connection Between EV and NGR (Net Gaming Revenue)
In some affiliate programs, you might encounter the term NGR (Net Gaming Revenue) — this is GGR minus bonuses, rakeback, and other operational expenses. In the EV model, NGR is often equated to the calculated mathematical expectation or used as its proxy. However, the key difference is that EV is calculated mathematically (through house edge), while NGR is the actual post-factum revenue after all deductions.
RevShare from EV: How Affiliate Programs Work for Partners
Today, many affiliate programs, especially crypto casinos and projects with aggressive bonus policies, are switching to the EV model. You can read more about different payment models in affiliate marketing in our glossary. Instead of classic RevShare (a percentage of actual player losses), they use RevShare from Expected Value.
How EV Differs from Regular RevShare
- Classic RevShare (from GGR): the affiliate gets a percentage of what the player actually lost. If the player wins — you’re in the red. The entire risk of variance is shared between you and the casino.
- RevShare from EV: the affiliate gets a percentage of the casino’s mathematical profit expectation after deducting all bonus expenses. The casino fixes its margin, while the risks associated with variance and “burned” bonuses largely fall on the affiliate.
For a better understanding of the basics, we also recommend reading 3S.INFO article: “The EV Model in iGaming: Affiliate Programs Based on Expected Value”.
Why Bonus Hunters Are Dangerous for EV (An Example)
Imagine you brought in 10 players, each wagering $10,000. Their EV = $10,000 × 10 × 4% = $4,000. But if among them there’s one bonus hunter who received a $5,000 bonus and wagered it with minimal losses, the calculation changes: (total turnover of all players × 4%) − $5,000 (the bonus hunter’s bonus). If the bonus hunter’s turnover was the same as the others, they could wipe out the EV of all 10 players. This is why traffic quality is critically important in the EV model.
Advantages of the EV Model for Affiliates
- High percentage. In the EV model, commission rates often reach 60-80%, compared to 30-50% in classic models.
- Transparency. The calculation formula is usually open, and you can see all bonus deductions in the statistics.
- Stability over time. If you bring quality traffic (not bonus hunters), your income becomes much more predictable. Large player wins no longer zero out your stats.
Disadvantages and Risks of the EV Model in Affiliate Programs
- Negative balance (Negative Carryover). If a player turns out to be too lucky or receives expensive bonuses, your EV can go negative. Many affiliate programs carry this negative over to the next month (negative carryover), meaning you have to work it off before receiving new payments. It’s important to find out in advance exactly how the affiliate program handles negative balances.
- Traffic quality requirements. The EV model doesn’t forgive mistakes in audience selection. Bonus hunters and tournament enthusiasts can quickly eat up your income, as the cost of their bonuses is directly deducted from the EV.
Hidden Risks: What Might Be in the Fine Print
Some affiliate programs reserve the right to unilaterally change the house edge for certain games or providers. For example, they might apply a reduced house edge to high-RTP slots. Or they might not count bets on some games (like live casino) toward turnover at all. Always read the fine print before starting to work with an EV model.
Hybrid Models: EV + CPA and EV + RevShare
Many affiliate programs use mixed payment models to reduce risks for both parties:
- EV + CPA: You receive a fixed payment for each player brought in (CPA) plus a percentage of their future EV. This is a good option for starting out when you’re not yet sure about your traffic quality.
- EV + RevShare: Combines a percentage from EV with a small percentage from classic RevShare (for example, if EV goes negative, you still get something from the actual GGR).
Which Games Are Best Suited for the EV Model
The EV model works differently with different game types. It’s best suited for:
- Slots: They have a clear RTP and house edge, making EV easy to calculate. This is the foundation of the EV model.
- RNG games: Any games with fixed mathematical expectation (keno, scratch cards).
Difficulties arise with:
- Live casino and table games: Here, the house edge can vary depending on player strategy (for example, in blackjack, optimal strategy gives a house edge of about 0.5%, while playing “by luck” gives 2-3%). Many affiliate programs either don’t include such games in EV, apply reduced coefficients, or use an average house edge that may not match reality.
- Sports betting: The bookmaker’s margin (similar to house edge) fluctuates greatly from event to event. EV is more difficult to calculate for sports, so this model is less common in sports affiliate programs.
Verdict: Should You Choose Affiliate Programs with the EV Model?
The EV model is neither a death sentence nor a magic pill. It’s a tool that requires affiliates to have a deeper understanding of game mathematics and traffic quality. If you understand the nuances, you can earn more consistently with EV than with classic RevShare. The main thing is to test, calculate, read the terms, and choose affiliate programs with transparent conditions.
FAQ
Is the EV model always more profitable than classic RevShare?
Not always. The EV model offers a higher percentage (60-80% vs 30-50%) but requires quality traffic. If you’re bringing in bonus hunters or tournament players who actively use bonuses, your EV can go negative. For traffic with good LTV and low bonus usage, EV is almost always more profitable.
What happens if a player wins a jackpot — do I get nothing?
In the EV model, you get paid even if a player wins a huge amount. The payout is calculated from the mathematical expectation, that is, the player’s turnover multiplied by the house edge, not from actual losses. So large player wins are the casino’s risk, not yours. This is one of the main advantages of the model for affiliates.
Can I go negative, and what should I do then?
Yes, you can. If the players you brought in received many bonuses or turned out to be too lucky, EV can become negative. This is called Negative Carryover. Different affiliate programs handle this differently: some write off the negative at the end of the month, others carry it over to the next month, meaning you have to work it off before receiving new payments. Be sure to clarify this point before starting.
Which games does the EV model apply to?
Usually, the EV model applies only to slots and RNG games because they have a fixed RTP and clear house edge. For live casino, blackjack, roulette, and sports betting, EV is more difficult to calculate due to variable margins and player strategies. Many affiliate programs either don’t include these games in EV or apply reduced coefficients. Always check the details in the specific affiliate program’s terms.
How can I verify if an affiliate program calculates EV fairly?
A transparent affiliate program should give you access to statistics showing the total turnover for each player, what house edge is applied to different games, all bonus and rakeback deductions, as well as the final EV calculation and your commission. If the statistics are hidden or the formula is unclear, it’s a reason to be cautious. It’s better to start with small traffic volumes to test the payments in practice.
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