The tax that gets passed along in rent is property tax, which in California is generally pretty low[1] compared to other states because of prop 13[2].
[1] https://wallethub.com/edu/states-with-the-highest-and-lowest...
[2] https://en.wikipedia.org/wiki/1978_California_Proposition_13