msgspec
mashumaro
cattrs
pydantic v2
pydantic v1
0
2
4
6
8
10
12
14
16
18
20
22
24
26
28
30
32
34
36
38
40
42
44
Time (ms)
encode
decode
total
Benchmark - JSON Serialization & Validation