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Home/ Questions/Q 8691627
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Editorial Team
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Editorial Team
Asked: June 13, 20262026-06-13T00:09:29+00:00 2026-06-13T00:09:29+00:00

In Python, what is the efficiency of the in keyword, such as in: a

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In Python, what is the efficiency of the in keyword, such as in:

a = [1, 2, 3]
if 4 in a:
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  1. Editorial Team
    Editorial Team
    2026-06-13T00:09:31+00:00Added an answer on June 13, 2026 at 12:09 am

    It depends on the right hand operand:

    The operators in and not in test for collection membership. […] The collection membership test has traditionally been bound to sequences; an object is a member of a collection if the collection is a sequence and contains an element equal to that object. However, it make sense for many other object types to support membership tests without being a sequence. In particular, dictionaries (for keys) and sets support membership testing.

    Classes can implement the special method __contains__ to override the default behavior (iterating over the sequence) and thus can provide a more (or less) efficient way to test membership than comparing every element of the container.

    The membership test operators (in and not in) are normally implemented as an iteration through a sequence. However, container objects can supply the following special method with a more efficient implementation, which also does not require the object be a sequence.


    Since you have a list in your example, it is iterated over and each element is compared until a match is found or the list is exhausted. The time complexity is usually O(n).

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