In this context, austere means strict, harsh or lacking in comfort and luxury. It is associated with hardship or minimalism, especially due to economic difficulty. So, we need a word that is opposite in meaning—suggesting comfort, wealth, or abundance. Prosperous means wealthy, successful or thriving, especially in financial terms. This is clearly the opposite of austere.