FunApril 12, 2026

Dice Roller Guide: Probability, D&D Dice & Fair Rolling

By The hakaru Team·Last updated March 2026

Quick Answer

  • *Standard D&D set: d4, d6, d8, d10, d00, d12, d20 (7 dice).
  • *Average of any die: (max + 1) / 2. d20 average = 10.5.
  • *Advantage raises d20 average from 10.5 to ~13.8.
  • *Each d20 face has exactly 5% probability (1 in 20).

The Standard Polyhedral Dice Set

Tabletop RPGs use dice named by their number of faces. A “d” followed by the face count: d4, d6, d8, d10, d12, d20. The notation “2d6+3” means roll two six-sided dice and add 3 to the total.

DieShapeRangeAverageCommon Use
d4Tetrahedron1–42.5Dagger damage, minor healing
d6Cube1–63.5Fireball, ability scores, board games
d8Octahedron1–84.5Longsword damage, hit dice
d10Pentagonal trapezohedron1–105.5Damage rolls, percentages
d12Dodecahedron1–126.5Greataxe damage, barbarian hit dice
d20Icosahedron1–2010.5Attack rolls, ability checks, saves

Basic Probability

A fair die gives each face equal probability. For a d6, each face has a 1/6 chance (16.67%). The probability of rolling at or above a target on a d20: subtract the target from 21 and divide by 20. Need a 15 or higher? (21 − 15) / 20 = 6/20 = 30%.

For multiple dice, the distribution is no longer flat. Rolling 2d6 produces a bell curve centered on 7. The probability of rolling exactly 7 on 2d6 is 6/36 (16.67%), while rolling a 2 or 12 is only 1/36 (2.78%). More dice = more concentrated results around the average.

Advantage and Disadvantage

D&D 5th Edition’s advantage/disadvantage system is elegant math. With advantage, you roll 2d20 and keep the highest. The probability distribution shifts dramatically:

  • Average roll: 10.5 → 13.82 (advantage) or 7.18 (disadvantage)
  • Rolling 20: 5% → 9.75% (advantage) or 0.25% (disadvantage)
  • Rolling 1: 5% → 0.25% (advantage) or 9.75% (disadvantage)

Advantage is roughly equivalent to a +3.3 bonus, but it’s not linear. It’s most impactful when you need a middling number (around 10–12) and least impactful at the extremes.

Damage Dice Math

When comparing weapons, average damage matters more than maximum. A greatsword (2d6, avg 7) deals more consistent damage than a greataxe (1d12, avg 6.5). The greatsword can’t roll a 1, while the greataxe can. But the greataxe has a chance at 12 damage that the greatsword can’t reach.

For critical hits (double the dice), the greatsword advantage grows: 4d6 averages 14 versus 2d12 averaging 13. More dice = more reliable results near the average.

Digital vs. Physical Dice

Modern pseudorandom number generators pass every statistical test for fairness. Browser-based crypto.getRandomValues() is cryptographically secure. Physical dice, meanwhile, have manufacturing tolerances. Cheap dice with hollow pips or air bubbles show measurable bias over thousands of rolls. Casino dice (precision-machined, transparent) are the most fair physical dice.

For online play, digital dice are faster and provably fair. For in-person games, the ritual of rolling physical dice is part of the experience. Some players swear their lucky dice roll better. Statistics disagree, but superstition is half the fun.

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Frequently Asked Questions

What dice are in a standard D&D set?

Seven dice: d4, d6, d8, d10, d00 (percentile), d12, and d20. The d20 is the most-used for attack rolls, ability checks, and saving throws.

What is the probability of rolling a specific number on a d20?

Each face has exactly 5% (1/20) probability. Rolling 15+: 30%. Rolling a natural 20: 5%.

How does advantage/disadvantage work?

Advantage: roll 2d20, take the higher (average ~13.8). Disadvantage: roll 2d20, take the lower (average ~7.2). Natural 20 with advantage: 9.75%.

How do I calculate the average of a dice roll?

(max + 1) / 2 per die. d6 = 3.5, d20 = 10.5. Multiply by number of dice and add modifiers: 2d6+3 = 10.

Are digital dice truly random?

Pseudorandom generators are statistically indistinguishable from true randomness for gaming. Physical dice often have more bias from manufacturing imperfections.