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Web Reference: 3 days ago · Learn how to use slots in Python to reduce memory usage and speed up your code. This guide covers implementation, inheritance, and real-world USA examples. Mar 4, 2026 · Cut Python memory usage by 87% with slots=True in dataclasses. Real benchmark: 10 million instances, 8x efficiency gain, zero code complexity added. The short answer is slots are more efficient in terms of memory space and speed of access, and a bit safer than the default Python method of data access. By default, when Python creates a new instance of a class, it creates a __dict__ attribute for the class.

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