A comparative benchmark of four LLMs on LeetCode reports that ChatGPT generates the fastest and most memory-efficient solutions, with Java faster and Python more memory-efficient.
Codereval: A benchmark for evaluating code generation models, 2022
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Analyzing Prominent LLMs: An Empirical Study of Performance and Complexity in Solving LeetCode Problems
A comparative benchmark of four LLMs on LeetCode reports that ChatGPT generates the fastest and most memory-efficient solutions, with Java faster and Python more memory-efficient.