I’m not sure they are heavily subsidized (alone or compared to other energy sources), but let’s ignore that.

Because they require an upfront investment that many households cannot make.

Also, whether such investments make economical sense for companies hugely depends on interest rate, and that fluctuates.

Because of that, a country with a long term goal to decrease dependency on non-renewables may want to subsidize such investments.