๐ฏ Ever wondered what outcome to expect from a game, investment, or decision? Expected value gives you the answer!
The expected value (EV) is a powerful concept in probability and statistics. It tells you the average outcome you can expect if you repeated an event many times.
Itโs used in:
- Gambling and games
- Investing and finance
- Insurance and risk analysis
- Business forecasting
- Decision-making
Letโs break it down in plain English.
Table of Contents
๐ What Is Expected Value?
Expected value is the average outcome over the long run. It’s a weighted average of all possible outcomes, based on their probabilities.
In short:
Expected value = What you get ร How likely it is
You calculate it by multiplying each possible value by its probability, then adding them up.
๐งฎ Expected Value Formula
Hereโs the formula:
EV = (Pโ ร Xโ) + (Pโ ร Xโ) + (Pโ ร Xโ) + ... + (Pn ร Xn)
Where:
- P = probability of each outcome
- X = value of each outcome
- n = number of possible outcomes
The result gives you the average payoff or expected outcome.
๐ฒ Example: Rolling a Loaded Die
Letโs say you have a special 6-sided die with the following payouts:
- Roll 1 or 2: win $0.
- Roll 3 or 4: win $5.
- Roll 5: win $10.
- Roll 6: win $20.
Each side has a probability of 1/6, or about 0.1667.
Now, apply the formula:
EV = (2 ร $0 ร 1/6) + (2 ร $5 ร 1/6) + ($10 ร 1/6) + ($20 ร 1/6)
EV = (0) + (10/6) + (10/6) + (20/6)
EV = 40 / 6 โ $6.67
โ Your expected value is $6.67 per roll.

That means if you played many times, youโd average about $6.67 per game.
Use the calculator below to find the expected value.
๐ฏ Expected Value Calculator
๐ก Real-Life Uses of Expected Value
- Investing: Should you choose stock A or B based on returns and risks?
- Games: Is this slot machine payout worth playing?
- Insurance: How much should a premium cost based on risk?
- Business: Whatโs the expected profit or loss in a new product launch?
โ Quick Tips
- Probabilities must add up to 1 (or 100%)
- EV is not a guarantee โ it’s the average in the long run
- Negative EV means losses over time
- Use EV to compare decisions when outcomes are uncertain