spring Test / boot bdd vs cucumber serenity rest assured for API automation testing

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I am exploring multiple options to create a framework for automation testing of Restful Services. This should have suitable reporting for product to view, so our company standard is to use BDD hence for now, I have kept the Karate aside. Only looking for pure Gherkin BDD in JAVA only. (sorry no python, postman tools etc too)

can you guys share me on what cases do you use spring Test or spring boot framework and on what cases do you prefer to use serenity/cucumber/ rest assured.

I understand that these are just frameworks and both do the jobs alike. I am not looking to make the API automation work, instead looking into the weights for which they are opted for.

My Dev team uses SpringBoot, and we maintain separate repositories. No way do they help in automating our scenarios.

I know SO is not the platform to have comparisons, here I am only seeking the use cases to adopt the framework but not comparison among tools

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