How to Calculate the Expected Value

๐ŸŽฏ 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.

Itโ€™s used in:

  • Gambling and games
  • Investing and finance
  • Insurance and risk analysis
  • Business forecasting
  • Decision-making

Letโ€™s break it down in plain English.

๐Ÿ™‹ 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.

๐Ÿงฎ Expected Value Formula

Hereโ€™s the formula:

EV = (Pโ‚ ร— Xโ‚) + (Pโ‚‚ ร— Xโ‚‚) + (Pโ‚ƒ ร— Xโ‚ƒ) + ... + (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.

๐ŸŽฒ Example: Rolling a Loaded Die

Letโ€™s 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‰ˆ $6.67

โœ… Your expected value is $6.67 per roll.

That means if you played many times, youโ€™d average about $6.67 per game.

Use the calculator below to find the expected value.

๐ŸŽฏ Expected Value Calculator

๐Ÿ’ก 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: Whatโ€™s the expected profit or loss in a new product launch?

โœ… 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