Difference between sizeof() and getsizeof() method Python (original) (raw)
Last Updated : 12 Jul, 2025
We have two Python methods, **__sizeof__() and **sys.getsizeof(), both used to measure the memory size of an object. While they seem similar, they produce different results. **For example, calling these methods on the same object may return different values. Understanding this difference is essential for efficient memory management especially in large-scale applications. Let's explore how these methods work and what sets them apart.
sys.getsizeof() Method
A function from the sys module that measures an object’s size in bytes, including extra memory used by Python’s garbage collector, it calls '__sizeof__()' internally but adds the garbage collector’s overhead—extra memory Python reserves to manage objects. Let's explore it using an example:
Python `
import sys a = [1, 2] # Small list b = [1, 2, 3, 4] # Medium list d = [2, 3, 1, 4, 66, 54, 45, 89] # Larger list
print(sys.getsizeof(a))
print(sys.getsizeof(b))
print(sys.getsizeof(d))
`
**Explanation:
- **Base Size: In this system an empty list takes 56 bytes, covering its structure and overhead (it can vary from system to sytem).
- **Per Element: Each item adds 8 bytes for a pointer to the value giving output 72, 88 and 120.
__sizeof__() Method
Perfect for understanding an object’s true footprint, such as comparing data structures in a performance study. For instance, if you’re testing whether a list, tuple, or set is more memory-efficient for storing a dataset, __sizeof__() reveals their baseline sizes without the garbage collector’s overhead muddying the results.
Python `
w = [1, 2] # Small list x = [4, 5, 7, 9] # Medium list z = [54, 45, 12, 23, 24, 90, 20, 40] # Larger list
print(w.sizeof())
print(x.sizeof())
print(z.sizeof())
`
**Explanation:
- **Base Size: An empty list takes 40 bytes, just for its basic structure.
- **Per Element: Each item adds 8 bytes for a pointer to the value.
Difference between sys.getsizeof() and __sizeof__()
| Feature | sys.getsizeof() | __sizeof__() |
|---|---|---|
| Module | Requires sys library | Built-in |
| Includes Overhead ? | Yes (e.g., 16 bytes) | No |
| Empty List Size | 56 bytes (can vary system to system) | 40 bytes (can vary system to system) |
| Use Case | Real-world memory use | Base object size |
When To Use Each
- **sys.getsizeof(): Use this when you need to assess the total memory usage of an object in a live program. It’s great for tasks like profiling a script handling large datasets or debugging why your application is consuming more RAM than expected. For instance, it helps you see the full impact of a list, including garbage collector overhead, which is key for real-world optimization.
- **__sizeof__(): Turn to this when you want to measure an object’s core size without extra overhead, perfect for performance comparisons or algorithm tuning. It’s handy for analyzing whether a list or tuple is more memory-efficient for a specific task, like storing data in a performance-sensitive project, giving you a clear view of the object’s baseline footprint.