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Math

Probability Calculator

Last updated: July 11, 2026

Calculate the probability of single or multiple independent events with step-by-step solutions using our free online probability calculator.

How to Use This Calculator

  1. Select either Single Event or Multiple Events mode.
  2. Single Event: Enter the number of favorable outcomes and total possible outcomes.
  3. Multiple Events: Enter the probability of a single event (0 to 1) and the number of independent trials.
  4. Click Calculate Probability to see the result with step-by-step explanation.

Formulas

Single Event: P(E) = Favorable / Total
Multiple Events (independent):
P(all succeed) = P(E)n
P(none succeed) = (1 − P(E))n
P(at least one) = 1 − (1 − P(E))n

These formulas apply to independent events where the outcome of one does not affect the others.

Examples

Coin Toss

Probability of heads = 1/2 = 0.5 (50%). Getting 3 heads in a row = 0.5³ = 0.125 (12.5%).

Dice Roll

Rolling a 6 on a fair die = 1/6 ≈ 0.1667 (16.67%). Rolling at least one 6 in 4 tries = 1 − (5/6)&sup4; ≈ 51.77%.

Deck of Cards

Drawing an Ace = 4/52 ≈ 0.0769 (7.69%). Drawing a heart = 13/52 = 0.25 (25%).

Frequently Asked Questions

What is the range of probability?

Probability ranges from 0 (impossible) to 1 (certain). It is often expressed as a percentage (0% to 100%).

What are independent events?

Events are independent if the outcome of one does not affect the other. Coin flips and dice rolls are classic examples.

How do I calculate the probability of A and B?

For independent events: P(A and B) = P(A) × P(B). For dependent events: P(A and B) = P(A) × P(B|A).

What are odds?

Odds compare the probability of an event happening to it not happening. Odds = P / (1 − P).

Disclaimer: This calculator assumes equally likely outcomes and independent events. For complex probability models, consult probability theory resources or use specialized statistical software.