Interesting benchmark chart ! Could not resist to look at source :) The low hanging fruit is to replace calls to String.format() with plain + operator of sting **all over**. eg https://github.com/json-iterator/java/blob/master/src/main/java/com/jsoniter/CodegenImplObject.java#L123 I think the effort would be worth **measurable** gain at little readability cost :)