Table of Contents

Collections Benchmarks

If you are looking to store a bunch of elements in collections in .NET you will find that there are many options - some less popular than others and the question is which to choose. The .NET library is similar to Java's library where a bunch of stuff just gets added in every version, some of which does not necessarily bring anything new or is used in rare cases. These benchmarks test various collections available in .NET and show the relative performance between each type of collection.

Flat Collections

The following collections are tested:

The plots are on a logarithmic scale from $1$ to $1000$ elements with $10000$ samples per test.

Memory Usage

List and ArrayList share the same line.

Insertion

ForEach

Conclusion

It seems that HashSet out-performs any other collection with just a slight overhead on inserting elements. For large collections with many elements where looping over the set of elements is a reoccurring programming pattern used in the code, then HashSet should always be used since it performs great by comparison to other collections.

Code

using System;
using System.Collections.Generic;
using System.Collections;
using System.Collections.Specialized;
using System.Diagnostics;
using System.Globalization;
using System.IO;
using System.Linq;
using System.Runtime.Serialization.Formatters.Binary;
using System.Text;
 
namespace ListsBenchmark
{
    class Program
    {
        private static readonly string[] Letters = { "A", "B", "C", "D", "E", "F", "G", "H", "I", "J", "K", "L", "M", "N", "O", "P", "Q", "R", "S", "T", "U", "V", "W", "X", "Y", "Z" };
        private static class Result
        {
            public static List<long> ElapsedList = new List<long>();
            public static List<long> ElapsedArrayList = new List<long>(); 
            public static List<long> ElapsedLinkedList = new List<long>();
            public static List<long> ElapsedHashSet = new List<long>(); 
        }
 
        private static class MemoryResult
        {
            public static List<long> ListMemory = new List<long>();
            public static List<long> ArrayListMemory = new List<long>();
            public static List<long> LinkedListMemory = new List<long>();
            public static List<long> HashSetMemory = new List<long>(); 
        }
        static void Main(string[] args)
        {
            const int elements = 1000;
            const int trials = 10000;
 
            ArrayList listArray = new ArrayList();
            List<string> listList = new List<string>();
            LinkedList<string> listLinked = new LinkedList<string>();
            HashSet<string> listHashSet = new HashSet<string>();
 
            Console.WriteLine("------------------- Running Insert -------------------------");
 
            for (int j = 0; j < trials; ++j)
            {
                long memoryStart = System.GC.GetTotalMemory(true);
                Stopwatch watch = Stopwatch.StartNew();
                for (int i = 0; i < elements; ++i)
                {
                    listList.Add(GetRandomLetter());
                }
                watch.Stop();
                Result.ElapsedList.Add(watch.Elapsed.Ticks);
                MemoryResult.ListMemory.Add(System.GC.GetTotalMemory(true) - memoryStart);
 
                memoryStart = System.GC.GetTotalMemory(true);
                watch = Stopwatch.StartNew();
                for (int i = 0; i < elements; ++i)
                {
                    listArray.Add(GetRandomLetter());
                }
                watch.Stop();
                Result.ElapsedArrayList.Add(watch.Elapsed.Ticks);
                MemoryResult.ArrayListMemory.Add(System.GC.GetTotalMemory(true) - memoryStart);
 
                memoryStart = System.GC.GetTotalMemory(true);
                watch = Stopwatch.StartNew();
                for (int i = 0; i < elements; ++i)
                {
                    listLinked.AddLast(GetRandomLetter());
                }
                watch.Stop();
                Result.ElapsedLinkedList.Add(watch.Elapsed.Ticks);
                MemoryResult.LinkedListMemory.Add(System.GC.GetTotalMemory(true) - memoryStart);
 
                memoryStart = System.GC.GetTotalMemory(true);
                watch = Stopwatch.StartNew();
                for (int i = 0; i < elements; ++i)
                {
                    listHashSet.Add(GetRandomLetter());
                }
                watch.Stop();
                Result.ElapsedHashSet.Add(watch.Elapsed.Ticks);
                MemoryResult.HashSetMemory.Add(System.GC.GetTotalMemory(true) - memoryStart);
            }
 
            Console.WriteLine("----------------------- Insert -----------------------------");
 
            Console.WriteLine("Insert Average List: " + Result.ElapsedList.Average() + " Memory: " + MemoryResult.ListMemory.Average());
            Console.WriteLine("Insert Average ArrayList: " + Result.ElapsedArrayList.Average() + " Memory: " + MemoryResult.ArrayListMemory.Average());
            Console.WriteLine("Insert Average LinkedList: " + Result.ElapsedLinkedList.Average() + " Memory: " + MemoryResult.LinkedListMemory.Average());
            Console.WriteLine("Insert Average HashSet: " + Result.ElapsedHashSet.Average() + " Memory: " + MemoryResult.HashSetMemory.Average());
 
            Console.WriteLine("------------------------------------------------------------");
 
            Result.ElapsedList.Clear();
            Result.ElapsedArrayList.Clear();
            Result.ElapsedLinkedList.Clear();
            Result.ElapsedHashSet.Clear();
 
            Console.WriteLine("------------------- Running Access -------------------------");
 
            for (int j = 0; j < trials; ++j)
            {
                Stopwatch watch = Stopwatch.StartNew();
                object access = listList[elements - 1];
                watch.Stop();
                Result.ElapsedList.Add(watch.Elapsed.Ticks);
 
                watch = Stopwatch.StartNew();
                access = listArray[elements - 1];
                watch.Stop();
                Result.ElapsedArrayList.Add(watch.Elapsed.Ticks);
 
                watch = Stopwatch.StartNew();
                access = listLinked.Last;
                watch.Stop();
                Result.ElapsedLinkedList.Add(watch.Elapsed.Ticks);
 
                watch = Stopwatch.StartNew();
                access = listHashSet.Last();
                watch.Stop();
                Result.ElapsedHashSet.Add(watch.Elapsed.Ticks);
            }
 
            Console.WriteLine("----------------------- Access -----------------------------");
 
            Console.WriteLine("Insert Average List: " + Result.ElapsedList.Average());
            Console.WriteLine("Insert Average ArrayList: " + Result.ElapsedArrayList.Average());
            Console.WriteLine("Insert Average LinkedList: " + Result.ElapsedLinkedList.Average());
            Console.WriteLine("Insert Average HashSet: " + Result.ElapsedHashSet.Average());
 
            Console.WriteLine("------------------------------------------------------------");
 
            Result.ElapsedList.Clear();
            Result.ElapsedArrayList.Clear();
            Result.ElapsedLinkedList.Clear();
            Result.ElapsedHashSet.Clear();
 
            Console.WriteLine("------------------- Running ForEach -------------------------");
 
            for (int j = 0; j < trials; ++j)
            {
                Stopwatch watch = Stopwatch.StartNew();
                foreach (var o in listList)
                {
 
                }
                watch.Stop();
                Result.ElapsedList.Add(watch.Elapsed.Ticks);
 
                watch = Stopwatch.StartNew();
                foreach (var o in listArray)
                {
 
                }
                watch.Stop();
                Result.ElapsedArrayList.Add(watch.Elapsed.Ticks);
 
                watch = Stopwatch.StartNew();
                foreach (var o in listLinked)
                {
 
                }
                watch.Stop();
                Result.ElapsedLinkedList.Add(watch.Elapsed.Ticks);
 
                watch = Stopwatch.StartNew();
                foreach (var o in listHashSet)
                {
 
                }
                watch.Stop();
                Result.ElapsedHashSet.Add(watch.Elapsed.Ticks);
            }
 
            Console.WriteLine("----------------------- ForEach -----------------------------");
 
            Console.WriteLine("ForEach Average List: " + Result.ElapsedList.Average());
            Console.WriteLine("ForEach Average ArrayList: " + Result.ElapsedArrayList.Average());
            Console.WriteLine("ForEach Average LinkedList: " + Result.ElapsedLinkedList.Average());
            Console.WriteLine("ForEach Average HashSet: " + Result.ElapsedHashSet.Average());
 
            Console.WriteLine("------------------------------------------------------------");
 
            Console.ReadKey();
        }
 
        private static string GetRandomLetter()
        {
            Random rand = new Random();
            return Letters[rand.Next(0, Letters.Count())];
        }
 
        /// <summary>
        /// Calculates the lenght in bytes of an object 
        /// and returns the size 
        /// </summary>
        /// <param name="TestObject"></param>
        /// <returns></returns>
        private static int GetObjectSize(object TestObject)
        {
            BinaryFormatter bf = new BinaryFormatter();
            MemoryStream ms = new MemoryStream();
            byte[] Array;
            bf.Serialize(ms, TestObject);
            Array = ms.ToArray();
            return Array.Length;
        }
    }
}

Raw Data

---------------------------------------------------------------------
 1 element
---------------------------------------------------------------------

------------------- Running Insert -------------------------
----------------------- Insert -----------------------------
Insert Average List: 80.6666 Memory: 26.7568
Insert Average ArrayList: 79.6808 Memory: 26.7456
Insert Average LinkedList: 84.192 Memory: 61.5848
Insert Average HashSet: 87.317 Memory: 37.1456
------------------------------------------------------------
------------------- Running Access -------------------------
----------------------- Access -----------------------------
Insert Average List: 1.0942
Insert Average ArrayList: 1.0375
Insert Average LinkedList: 1.0914
Insert Average HashSet: 11.2685
------------------------------------------------------------
------------------- Running ForEach -------------------------
----------------------- ForEach -----------------------------
ForEach Average List: 735.5143
ForEach Average ArrayList: 1297.0771
ForEach Average LinkedList: 1077.0409
ForEach Average HashSet: 4.9244
------------------------------------------------------------


---------------------------------------------------------------------
 10 elements
---------------------------------------------------------------------

------------------- Running Insert -------------------------
----------------------- Insert -----------------------------
Insert Average List: 334.3421 Memory: 118.2528
Insert Average ArrayList: 334.276 Memory: 118.2464
Insert Average LinkedList: 350.3893 Memory: 493.328
Insert Average HashSet: 366.8616 Memory: 37.076
------------------------------------------------------------
------------------- Running Access -------------------------
----------------------- Access -----------------------------
Insert Average List: 1.0411
Insert Average ArrayList: 1.0459
Insert Average LinkedList: 1.1197
Insert Average HashSet: 11.4223
------------------------------------------------------------
------------------- Running ForEach -------------------------
----------------------- ForEach -----------------------------
ForEach Average List: 7547.0454
ForEach Average ArrayList: 13121.2916
ForEach Average LinkedList: 12277.8804
ForEach Average HashSet: 12.5262
------------------------------------------------------------


---------------------------------------------------------------------
 100 elements
---------------------------------------------------------------------

------------------- Running Insert -------------------------
----------------------- Insert -----------------------------
Insert Average List: 2435.1778 Memory: 851.9656
Insert Average ArrayList: 2426.0889 Memory: 851.9248
Insert Average LinkedList: 2549.5733 Memory: 4813.0664
Insert Average HashSet: 2654.184 Memory: 36.8792
------------------------------------------------------------
------------------- Running Access -------------------------
----------------------- Access -----------------------------
Insert Average List: 1.0362
Insert Average ArrayList: 1.027
Insert Average LinkedList: 1.0627
Insert Average HashSet: 11.2477
------------------------------------------------------------
------------------- Running ForEach -------------------------
----------------------- ForEach -----------------------------
ForEach Average List: 75233.6623
ForEach Average ArrayList: 130411.8414
ForEach Average LinkedList: 141253.7191
ForEach Average HashSet: 16.5952
------------------------------------------------------------


---------------------------------------------------------------------
 1000 elements
---------------------------------------------------------------------


------------------- Running Insert -------------------------
----------------------- Insert -----------------------------
Insert Average List: 21925.6747 Memory: 13434.8944
Insert Average ArrayList: 21934.5563 Memory: 13434.864
Insert Average LinkedList: 22851.6237 Memory: 48013.1
Insert Average HashSet: 23709.6228 Memory: 36.6648
------------------------------------------------------------
------------------- Running Access -------------------------
----------------------- Access -----------------------------
Insert Average List: 1.0346
Insert Average ArrayList: 1.0336
Insert Average LinkedList: 1.0308
Insert Average HashSet: 11.1237
------------------------------------------------------------
------------------- Running ForEach -------------------------
----------------------- ForEach -----------------------------
ForEach Average List: 759440.6768
ForEach Average ArrayList: 1264129.9651
ForEach Average LinkedList: 1364752.2826
ForEach Average HashSet: 16.8205
------------------------------------------------------------

Key-Value Pair Collections

The following collections are tested:

The plots are on a logarithmic scale from $1$ to $10000$ elements with $10000$ samples per test.

Memory Usage

Insertion

ForEach

Conclusions

Overall, SortedList gives a better memory performance at the expense of lookup time. HybridDictionary seems completely useless compared to Hashtable - also, Hashtable seems to beat the Dictionary collection in every other aspect (even for a small number of elements).

Code

The code used for the benchmark is based on Vladimir Bodurov's blog with some modifications. 

using System;
using System.Collections;
using System.Collections.Generic;
using System.Collections.Specialized;
using System.Diagnostics;
/*
to compile enter in the command prompt:
C:\WINDOWS\Microsoft.NET\Framework\v2.0.50727\csc IDictTest.cs
to run enter in the command prompt:
IDictTest
*/
using System.Linq;
 
namespace IDictTest
{
 
    public class RunResult
    {
        public decimal MemoryUsed;
        public decimal InsertTicks;
        public decimal SearchTicks;
        public decimal ForEachTicks;
    }
 
    public class Program
    {
 
        private static int SearchIndex = 27;
        //private const int NumberInsertedKeys = 1;
        //private const int NumberInsertedKeys = 10;
        //private const int NumberInsertedKeys = 100;
        //private const int NumberInsertedKeys = 1000;
        private const int NumberInsertedKeys = 10000;
        private const int NumberTests = 10000;
 
        private static readonly string[] Letters = { "A", "B", "C", "D", "E", "F", "G", "H", "I", "J" };
 
        public static void Main(string[] args)
        {
            /*try
            {*/
                // TRY STARTS HERE ----------
 
                List<RunResult> listDictionary = new List<RunResult>();
                List<RunResult> listSortedDictionary = new List<RunResult>();
                List<RunResult> listHashtable = new List<RunResult>();
                List<RunResult> listSorderList = new List<RunResult>();
                List<RunResult> listHybridDictionary = new List<RunResult>();
                Stopwatch watch = Stopwatch.StartNew();
 
                for (int i = 0; i < NumberTests; i++)
                {
                    SearchIndex += 1;
                    //Random rand = new Random();
                    //int randInt = rand.Next(0, 5);
                    //if (randInt == 0)
                    //{
                        listDictionary.Add(
                            Test("Dictionary", new Dictionary<string, string>(), i));
                    //}
                    //else if (randInt == 1)
                    //{
                        listSortedDictionary.Add(
                            Test("SortedDictionary",
                                new SortedDictionary<string, string>(), i));
                    //}
                    //else if (randInt == 2)
                    //{
                        listHashtable.Add(
                            Test("Hashtable", new Hashtable(), i));
                    //}
                    //else if (randInt == 3)
                    //{
                        listSorderList.Add(
                            Test("SortedList", new SortedList(), i));
                    //}
                    //else if (randInt == 4)
                    //{
                        listHybridDictionary.Add(
                            Test("HybridDictionary", new HybridDictionary(), i));
                    //}
                }
 
                Console.Clear();
                Msg("Time taken (minutes): {0} or about {1} minutes and {2} seconds",
                    watch.Elapsed.TotalMinutes,
                    watch.Elapsed.Minutes,
                    watch.Elapsed.Seconds);
 
                RunResult resultDict = CalculateAvg(listDictionary);
                RunResult resultSortDict = CalculateAvg(listSortedDictionary);
                RunResult resultHash = CalculateAvg(listHashtable);
                RunResult resultSortList = CalculateAvg(listSorderList);
                RunResult resultHybridDictionary = CalculateAvg(listHybridDictionary);
 
                RunResult min =
                    new RunResult
                    {
                        MemoryUsed = MinDecimal(new List<decimal> {resultDict.MemoryUsed, resultSortDict.MemoryUsed, resultHash.MemoryUsed, resultSortList.MemoryUsed, resultHybridDictionary.MemoryUsed}),
                        InsertTicks = MinDecimal(new List<decimal> {resultDict.InsertTicks, resultSortDict.InsertTicks, resultHash.InsertTicks, resultSortList.InsertTicks, resultHybridDictionary.InsertTicks}),
                        SearchTicks = MinDecimal(new List<decimal> {resultDict.SearchTicks, resultSortDict.SearchTicks, resultHash.SearchTicks, resultSortList.SearchTicks, resultHybridDictionary.SearchTicks}),
                        ForEachTicks = MinDecimal(new List<decimal> {resultDict.ForEachTicks, resultSortDict.ForEachTicks, resultHash.ForEachTicks, resultSortList.ForEachTicks, resultHybridDictionary.ForEachTicks})
                    };
 
                // print the results
                PrintResults(resultDict, listDictionary.Count, min, "Dictionary");
                PrintResults(resultSortDict, listDictionary.Count, min, "SortedDictionary");
                PrintResults(resultHash, listDictionary.Count, min, "Hashtable");
                PrintResults(resultSortList, listDictionary.Count, min, "SortedList");
                PrintResults(resultHybridDictionary, listHybridDictionary.Count, min, "HybridDictionary");
 
            Console.ReadKey();
            // TRY ENDS HERE ----------
 
            /*}
            catch (Exception ex)
            {
                Msg("{0}", ex);
            }*/
        }
 
        private static decimal MinDecimal(IEnumerable<decimal> values)
        {
            return values.Min();
        }
 
        private static RunResult CalculateAvg(List<RunResult> list)
        {
            decimal sumMemory = 0;
            decimal sumInsert = 0;
            decimal sumSearch = 0;
            decimal sumForEach = 0;
            for (int i = 0; i < list.Count; i++)
            {
                RunResult curr = list[i];
                sumMemory += curr.MemoryUsed;
                sumInsert += curr.InsertTicks;
                sumSearch += curr.SearchTicks;
                sumForEach += curr.ForEachTicks;
                // uncomment to print each line
                //Msg("{0,11} {1,13} {2,14}", 
                //curr.MemoryUsed, curr.InsertTicks, curr.SearchTicks);
            }
            return new RunResult
            {
                MemoryUsed = sumMemory / list.Count,
                InsertTicks = sumInsert / list.Count,
                SearchTicks = sumSearch / list.Count,
                ForEachTicks = sumForEach / list.Count,
            };
        }
 
        private static void PrintResults(RunResult result, int count, RunResult min, string name)
        {
            Msg("--------- Results for {0}", name);
            Msg("# Tests {0}", count);
            Msg("Memory Used    Insert Ticks    Search Ticks    ForEach Ticks");
            Msg("Average Values:");
            Msg("{0,11:N} {1,13:N} {2,14:N} {3,14:N}",
                result.MemoryUsed,
                result.InsertTicks,
                result.SearchTicks,
                result.ForEachTicks);
            Msg("Performance Coefficient:");
            Msg("{0,11:N} {1,13:N} {2,14:N} {3,14:N}",
                min.MemoryUsed / result.MemoryUsed,
                min.InsertTicks / result.InsertTicks,
                min.SearchTicks / result.SearchTicks,
                min.ForEachTicks / result.ForEachTicks);
            Msg("");
        }
 
        private static void Msg(string name, params object[] args)
        {
            Console.WriteLine(name, args);
        }
 
        private static RunResult Test(string name, IDictionary dict, int n)
        {
            Console.Clear();
            Msg("Currently executing test {1} of {2} for {0} object",
                name, n + 1, NumberTests);
            RunResult rr = new RunResult();
            Stopwatch watch;
            Random rand = new Random();
            long memoryStart = System.GC.GetTotalMemory(true);
            long insertTicksSum = 0;
            for (int i = 0; i < NumberInsertedKeys; i++)
            {
                string key = GetRandomLetter(rand, i) + "_key" + i;
                string value = "value" + i;
 
                watch = Stopwatch.StartNew();
                dict.Add(key, value);
                watch.Stop();
 
                insertTicksSum += watch.ElapsedTicks;
            }
            rr.MemoryUsed = System.GC.GetTotalMemory(true) - memoryStart;
 
 
            rr.InsertTicks = insertTicksSum;
 
            watch = Stopwatch.StartNew();
            object searchResult = dict["C_key" + SearchIndex];
            watch.Stop();
 
            rr.SearchTicks = watch.ElapsedTicks;
 
            watch = Stopwatch.StartNew();
            foreach (var curr in dict) { }
            watch.Stop();
 
            rr.ForEachTicks = watch.ElapsedTicks;
 
            return rr;
        }
 
        private static string GetRandomLetter(Random rand, int i)
        {
            if (i == SearchIndex)
            {
                return "C";
            }
            return Letters[rand.Next(0, 10)];
        }
 
    }
 
}

Raw Data

The raw data obtained is the following: 

---------------------------------------------------------------------
 1 element
---------------------------------------------------------------------
Time taken (minutes): 1.79397254 or about 1 minutes and 47 seconds
--------- Results for Dictionary
# Tests 10000
Memory Used    Insert Ticks    Search Ticks    ForEach Ticks
Average Values:
     256.10         24.84          36.39          23.78
Performance Coefficient:
       0.47          0.49           0.86           0.57

--------- Results for SortedDictionary
# Tests 10000
Memory Used    Insert Ticks    Search Ticks    ForEach Ticks
Average Values:
     176.11         29.82          65.88          64.52
Performance Coefficient:
       0.68          0.41           0.47           0.21

--------- Results for Hashtable
# Tests 10000
Memory Used    Insert Ticks    Search Ticks    ForEach Ticks
Average Values:
     120.09         12.26          31.20          13.55
Performance Coefficient:
       1.00          1.00           1.00           1.00

--------- Results for SortedList
# Tests 10000
Memory Used    Insert Ticks    Search Ticks    ForEach Ticks
Average Values:
     440.12         21.19          47.45          15.23
Performance Coefficient:
       0.27          0.58           0.66           0.89

--------- Results for HybridDictionary
# Tests 10000
Memory Used    Insert Ticks    Search Ticks    ForEach Ticks
Average Values:
     208.12         12.47          31.70          18.71
Performance Coefficient:
       0.58          0.98           0.98           0.72

---------------------------------------------------------------------
 10 elements
---------------------------------------------------------------------

Time taken (minutes): 1.81806457333333 or about 1 minutes and 49 seconds
--------- Results for Dictionary
# Tests 10000
Memory Used    Insert Ticks    Search Ticks    ForEach Ticks
Average Values:
   1,368.25         62.85          36.21          28.47
Performance Coefficient:
       0.82          0.58           0.88           0.73

--------- Results for SortedDictionary
# Tests 10000
Memory Used    Insert Ticks    Search Ticks    ForEach Ticks
Average Values:
   1,400.21        148.45          63.61          89.11
Performance Coefficient:
       0.81          0.24           0.50           0.23

--------- Results for Hashtable
# Tests 10000
Memory Used    Insert Ticks    Search Ticks    ForEach Ticks
Average Values:
   1,128.18         36.20          31.93          20.72
Performance Coefficient:
       1.00          1.00           1.00           1.00

--------- Results for SortedList
# Tests 10000
Memory Used    Insert Ticks    Search Ticks    ForEach Ticks
Average Values:
   1,160.20         96.19          47.09          21.33
Performance Coefficient:
       0.97          0.38           0.68           0.97

--------- Results for HybridDictionary
# Tests 10000
Memory Used    Insert Ticks    Search Ticks    ForEach Ticks
Average Values:
   1,504.14         58.08          32.97          21.48
Performance Coefficient:
       0.75          0.62           0.97           0.96

---------------------------------------------------------------------
100 elements
---------------------------------------------------------------------

Time taken (minutes): 2.04033235333333 or about 2 minutes and 2 seconds
--------- Results for Dictionary
# Tests 10000
Memory Used    Insert Ticks    Search Ticks    ForEach Ticks
Average Values:
  13,609.33        400.96          48.51          93.54
Performance Coefficient:
       0.75          0.98           0.82           0.73

--------- Results for SortedDictionary
# Tests 10000
Memory Used    Insert Ticks    Search Ticks    ForEach Ticks
Average Values:
  13,641.27      1,775.00          78.89         460.23
Performance Coefficient:
       0.74          0.22           0.50           0.15

--------- Results for Hashtable
# Tests 10000
Memory Used    Insert Ticks    Search Ticks    ForEach Ticks
Average Values:
  13,513.30        394.40          39.66          83.52
Performance Coefficient:
       0.75          1.00           1.00           0.81

--------- Results for SortedList
# Tests 10000
Memory Used    Insert Ticks    Search Ticks    ForEach Ticks
Average Values:
  10,153.45        924.58          58.12          68.06
Performance Coefficient:
       1.00          0.43           0.68           1.00

--------- Results for HybridDictionary
# Tests 10000
Memory Used    Insert Ticks    Search Ticks    ForEach Ticks
Average Values:
  13,888.70        424.53          42.37          84.92
Performance Coefficient:
       0.73          0.93           0.94           0.80

---------------------------------------------------------------------
1000 elements
---------------------------------------------------------------------

Time taken (minutes): 4.95599211833333 or about 4 minutes and 57 seconds
--------- Results for Dictionary
# Tests 10000
Memory Used    Insert Ticks    Search Ticks    ForEach Ticks
Average Values:
 148,564.65      2,936.08          56.83         834.89
Performance Coefficient:
       0.75          1.00           0.87           0.71

--------- Results for SortedDictionary
# Tests 10000
Memory Used    Insert Ticks    Search Ticks    ForEach Ticks
Average Values:
 150,444.44     24,926.01         115.41       4,347.67
Performance Coefficient:
       0.74          0.12           0.43           0.14

--------- Results for Hashtable
# Tests 10000
Memory Used    Insert Ticks    Search Ticks    ForEach Ticks
Average Values:
 150,174.35      3,021.80          49.42         766.61
Performance Coefficient:
       0.74          0.97           1.00           0.77

--------- Results for SortedList
# Tests 10000
Memory Used    Insert Ticks    Search Ticks    ForEach Ticks
Average Values:
 110,892.39     12,155.85          84.25         593.47
Performance Coefficient:
       1.00          0.24           0.59           1.00

--------- Results for HybridDictionary
# Tests 10000
Memory Used    Insert Ticks    Search Ticks    ForEach Ticks
Average Values:
 150,552.46      3,106.63          51.38         764.23
Performance Coefficient:
       0.74          0.95           0.96           0.78

---------------------------------------------------------------------
10000 elements
---------------------------------------------------------------------

Time taken (minutes): 30.768446505 or about 30 minutes and 46 seconds
--------- Results for Dictionary
# Tests 10000
Memory Used    Insert Ticks    Search Ticks    ForEach Ticks
Average Values:
1,449,026.85     30,397.67          95.40       7,887.38
Performance Coefficient:
       0.84          1.00           0.88           0.68

--------- Results for SortedDictionary
# Tests 10000
Memory Used    Insert Ticks    Search Ticks    ForEach Ticks
Average Values:
1,518,441.25    326,215.47         172.00      41,833.80
Performance Coefficient:
       0.80          0.09           0.49           0.13

--------- Results for Hashtable
# Tests 10000
Memory Used    Insert Ticks    Search Ticks    ForEach Ticks
Average Values:
1,462,729.17     35,274.21          83.66       6,688.47
Performance Coefficient:
       0.83          0.86           1.00           0.80

--------- Results for SortedList
# Tests 10000
Memory Used    Insert Ticks    Search Ticks    ForEach Ticks
Average Values:
1,220,674.29    474,059.49         128.99       5,330.26
Performance Coefficient:
       1.00          0.06           0.65           1.00

--------- Results for HybridDictionary
# Tests 10000
Memory Used    Insert Ticks    Search Ticks    ForEach Ticks
Average Values:
1,463,106.28     34,983.80          86.18       6,751.31
Performance Coefficient:
       0.83          0.87           0.97           0.79