Benchmarking of Insertion Sort, Bubble Sort, Merge Sort, Tim Sort, Quick Sort, Numpy sort, and Python sort.
Among Insertionsort, Bubblesort, Mergesort, Quicksort, Timsort, Built-in Python sort, and NumPy sort that we tested, Built-in Python was the fastest in sorting sorted and reversed data whereas NumPy sort execution was better for large randomized data. Though Bubblesort performed well with sorted data, it lagged in sorting random data by almost 25000 times for ten thousand input data as per the result from the benchmark. The built-in sorting function in Python and NumPy sort appears to triumph over the alternative sorting technique if we focus on the time performance only