静态变量有两个主要问题:

线程安全——静态资源根据定义不是线程安全的 代码隐式——你不知道一个静态变量何时被实例化，也不知道它是否会在另一个静态变量之前被实例化

从我的观点来看，静态变量应该只读取数据或变量创建的约定。

For example we have a ui of some project, and we have a list of countries, languages, user roles, etc. And we have class to organize this data. we absolutely sure that app will not work without this lists. so the first that we do on app init is checking this list for updates and getting this list from api (if needed). So we agree that this data is "always" present in app. It is practically read only data so we don't need to take care of it's state - thinking about this case we really don't want to have a lot of instances of those data - this case looks a perfect candidate to be static.

Static variables are generally considered bad because they represent global state and are therefore much more difficult to reason about. In particular, they break the assumptions of object-oriented programming. In object-oriented programming, each object has its own state, represented by instance (non-static) variables. Static variables represent state across instances which can be much more difficult to unit test. This is mainly because it is more difficult to isolate changes to static variables to a single test.

也就是说，区分常规静态变量(通常被认为是不好的)和最终静态变量(AKA常量;还不错)。

静态变量没有好坏之分。它们表示描述整个类而不是特定实例的属性。如果需要为某个类的所有实例设置一个计数器，则静态变量将是保存该值的合适位置。

当您尝试使用静态变量来保存与实例相关的值时，就会出现问题。

在我看来，这与性能无关，而是与设计有关。我不认为使用静态方法和使用静态变量是错误的(但我猜你实际上是在谈论方法调用)。

它只是关于如何分离逻辑并给它一个好的位置。有时这证明使用静态方法是正确的，java.lang.Math就是一个很好的例子。我认为，当您将大多数类命名为XxxUtil或Xxxhelper时，您最好重新考虑您的设计。

在你的文章中有两个主要问题。

First, about static variables. Static variables are completelly unnecesary and it's use can be avoided easily. In OOP languajes in general, and in Java particularlly, function parameters are pased by reference, this is to say, if you pass an object to a funciont, you are passing a pointer to the object, so you dont need to define static variables since you can pass a pointer to the object to any scope that needs this information. Even if this implies that yo will fill your memory with pointers, this will not necesary represent a poor performance because actual memory pagging systems are optimized to handle with this, and they will maintain in memory the pages referenced by the pointers you passed to the new scope; usage of static variables may cause the system to load the memory page where they are stored when they need to be accessed (this will happen if the page has not been accesed in a long time). A good practice is to put all that static stuf together in some little "configuration clases", this will ensure the system puts it all in the same memory page.

Second, about static methods. Static methods are not so bad, but they can quickly reduce performance. For example, think about a method that compares two objects of a class and returns a value indicating which of the objects is bigger (tipical comparison method) this method can be static or not, but when invoking it the non static form will be more eficient since it will have to solve only two references (one for each object) face to the three references that will have to solve the static version of the same method (one for the class plus two, one for each object). But as I say, this is not so bad, if we take a look at the Math class, we can find a lot of math functions defined as static methods. This is really more eficient than putting all these methods in the class defining the numbers, because most of them are rarelly used and including all of them in the number class will cause the class to be very complex and consume a lot of resources unnecesarilly.

总之:在处理静态或非静态方法时，避免使用静态变量，并找到正确的性能平衡。

PS:抱歉我的英语不好。