Energy-efficiency of programming languages

It does not really matter which programming language you use. There are other aspects that are much more important. Especially your runtime environment. For example, if you are using Java (or another language running on the JVM), optimize the JVM, choose a lightweight framework and optimize your database queries. in real-world scenarios. See also Optimization of Java Applications – CPU Usage, Memory Usage, Startup Time, Resource Efficiency.