The data I've seen is not great, in part because reinfection is pretty rare. This study [0] indicating rates of 31.0% and 3.4% respectively is the best I've seen, but I'd hazard a guess that there's some sampling bias - i.e., healthier people are less likely to get symptomatic reinfection and therefore to get tested, so unhealthy people are overrepresented in the data - so those rates are probably overestimates.
[0] https://ehrn.org/articles/covid-19-testing-and-possible-rein...