As an app developer, you'd like your app to run on as many devices as possible. Generally, developers give support from API level 8 (Android 2.2) and upwards.
Most of the compatibility libraries are for pre-API 11 (HoneyComb).
So basically, it depends upon what you want to aim for.
Edit
You might be interested in checking out Choosing the right API Level for my android application.