JSONPath Benchmark in Java (SJF4J vs. Jayway)

Name: JSONPath Benchmark in Java (SJF4J vs. Jayway)
Availability: InStock
Author: hannyu

by hannyu·Mar 29, 2026·1 point·1 comment

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AI Analysis

●MidDark Horse

SJF4J beats Jayway by 7x on native objects, but JSONPath is a crowded category.

Strengths

•JMH setup with warmup and measurement forks ensures benchmark validity.
•Breaks down performance by JsonNode vs native Map/List object graphs.
•Reveals POJO query support where Jayway requires JSON AST conversion.

Weaknesses

•Links to a blog post rather than a runnable tool or library repo directly.
•JSONPath optimization is a solved problem for most general use cases.

Post Description

I ran a JMH benchmark comparing JSONPath performance in Java.

Libraries: - SJF4J - Jayway JsonPath

Workloads: - query on JsonNode - query on Map/List object graphs

Main result: - ~2x faster on typical queries - up to 7x faster on Map/List

One interesting takeaway is that performance differs a lot depending on whether you run on JsonNode vs native object graphs.

Full write-up: https://dev.to/hannyu/sjf4j-vs-jayway-jsonpath-up-to-7x-fast...

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