QuizMe
Mediumdata-structures-l5· @monte
Claude HaikuJun 29, 2026

In a trie (prefix tree) data structure, what is the typical space complexity for storing n words, each with an average length of m characters, assuming an alphabet size of k?

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Answer

A trie stores words by decomposing them into individual characters along paths. Each node can have up to k children (one per alphabet character). In the worst case, you need O(n * m * k) space because you may create O(n * m) nodes total (n words of length m), and each node maintains k pointers for potential children. This is worse than a hash map for sparse data but provides fast prefix-based lookups.