for loop or reduce to add numbers?

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examples/advanced/add_numbers.py

import timeit
from functools import reduce

def add_in_loop(num):
    total = 0
    for ix in range(num+1):
        total += ix
    return total

def add_with_reduce(num):
    total = reduce(lambda x, y: x + y, range(num+1))
    return total


def main():
    #num = 4
    #print(add_in_loop(num))
    #print(add_with_reduce(num))

    for num in [10, 1000]:
        print(f'num {num}')
        for name in ['add_in_loop', 'add_with_reduce']:
            print("{:16} {}".format(name, timeit.timeit(f'{name}({num})',
                number=100000,
                setup=f'from __main__ import {name}')))
        print()

if __name__ == "__main__":
    main()

num 10
add_in_loop      0.023712733993306756
add_with_reduce  0.05284293496515602

num 1000
add_in_loop      1.57034146389924
add_with_reduce  3.0021417930256575