Simple example program for comparing seed rolling algs

RollSeeds

using System;
using System.Collections.Generic;

namespace ConsoleApp3
{
    class Program
    {
        const double Thresh1 = 0.6;
        const double Thresh2 = 0.7;
        const double Thresh3 = 0.8;

        private const int Rolls = 2;
        private const int Trials = 100000;

        static void Main(string[] args)
        {
            Console.WriteLine($"Threshold 1: {Thresh1:P0}");
            Console.WriteLine($"Threshold 2: {Thresh2:P0}");
            Console.WriteLine($"Threshold 3: {Thresh3:P0}");
            Console.WriteLine($"Trials: {Trials}");
            Console.WriteLine();

            var rnd = new Random();

            RunTrials(rnd, Trials, 1, 1);
            RunTrials(rnd, Trials, Rolls, 1);
            RunTrials(rnd, Trials, 1, Rolls);

            Console.WriteLine("Press enter to end the program");
            Console.ReadKey();
        }

        static void RunTrials(Random rnd, int trials, int innerRolls, int outerRolls)
        {
            var average = 0.0;
            var results = new Dictionary<double, int>
            {
                {1, 0},{2, 0},{3, 0},{4, 0},
            };
            for (var n = 1; n <= trials; n++)
            {
                var attempt = AttemptSeed(rnd, innerRolls, outerRolls);
                average += attempt / trials;
                results[attempt]++;
            }

            Console.WriteLine($"Outer Rolls: {outerRolls}");
            Console.WriteLine($"Inner Rolls: {innerRolls}");
            Console.WriteLine($"Average Result: {average}");
            foreach (var result in results)
            {
                Console.WriteLine($"{result.Key}: {result.Value}");
            }
            Console.WriteLine();
        }

        static double AttemptSeed(Random rnd, int innerRolls, int outerRolls)
        {
            var lv = 1.0;
            for (var n = 1; n <= outerRolls; n++)
                lv = Math.Max(lv, RollSeed(rnd, innerRolls));

            return lv;
        }

        static double RollSeed(Random rnd, int rolls)
        {
            if (RollChance(rnd, rolls) < Thresh1)
                return 1;
            if (RollChance(rnd, rolls) < Thresh2)
                return 2;
            if (RollChance(rnd, rolls) < Thresh3)
                return 3;
            return 4;
        }

        static double RollChance(Random rnd, int rolls)
        {
            var output = 0.0;
            for (var n = 1; n <= rolls; n++)
                output = Math.Max(output, rnd.NextDouble());

            return output;
        }
    }
}