# 4d6 Drop Lowest

## what to expect

Sat, 16 Oct 2010 11:55:00 +0000

Who doesn't know D&D's ability generation method, rolling 4d6 and dropping the lowest die? I guess a lot of people know about it. But how many people know what to expect when they roll their six ability scores?

Here's a 4d6 drop lowest roll in AnyDice, compared to a regular 3d6 roll.

```output [highest 3 of 4d6] named "4d6 drop lowest"
output 3d6 named "3d6"```

It is quite a bit ahead of the regular 3d6. Here's the same data displayed using the at-least graph. This is what a player is really interested in.

As you can see, those coveted 18s are quite elusive! But so far we're looking only at a single roll. How does it look when taking all six ability rolls into consideration?

```ABILITIES: 6 d [highest 3 of 4d6]
loop P over {1..6} {
output P @ ABILITIES named "Ability [P]"
}```
With this code we extract the highest rolled ability, then the second highest, and so on, and display each with a separate graph line.

And here is the at-least graph.

This teaches us that there's only a 9.34% change to get at least one 18 out of six rolls. Getting at least two 18s has only a 0.38% chance, and so on.

Highest at leastOneTwoThree
189.34%0.38%0.01%
1730.07%4.03%0.34%
1656.76%17.85%3.26%
1579.40%42.16%14.13%
1492.80%69.01%36.29%
It also shows us that the average roll is rougly 16, 14, 13, 12, 10, 9. This is pretty close to the D&D 3e elite array (15, 14, 13, 12, 10, 8) and the slightly boosted D&D 4e standard array (16, 14, 13, 12, 11, 10).
• Mon, 18 Oct 2010 16:42:39 +0000 Thanks

Hey, I just wanted to say how much I appreciate both AnyDice and these blog posts. Thanks!

• Fri, 05 Nov 2010 12:04:38 +0000 Awesome, THANKS!

Our GM has us roll 4d6 while dropping the lowest & reroll ones; how would I input that?