eloquent vs hibernate

How does hibernate work?
Hibernate's primary feature is mapping from Java classes to database tables, and mapping from Java data types to SQL data types. Hibernate also provides data query and retrieval facilities. It generates SQL calls and relieves the developer from the manual handling and object conversion of the result set.
What is the difference between hibernate and JDBC?
Hibernate is implementation of "JPA" which is a specification for Java objects in Database. I would recommend to use w.r.t JPA as you can switch between different ORMS. When you use JDBC then you need to use SQL Queries, so if you are proficient in SQL then go for JDBC.
What is the difference between hibernate and spring data JPA?
@NeilStockton asking for a comparison between two technologies isn't asking for opinions. Hibernate is a JPA implementation, while Spring Data JPA is a JPA data access abstraction. Spring Data JPA cannot work without a JPA provider. Spring Data offers a solution to the DDD Repository pattern or the legacy GenericDao custom implementations.
What are hibernate annotations?
Hibernate Annotations (merged into Hibernate Core/ORM since version 3.6 ) – metadata that governs the transformation of data between the object-oriented model and the relational database model according to the JSR 317 Java Persistence API (JPA 2)

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