Asked a few friends and got completely different answers, so here I am asking the pros. The newest apps often have the freshest user bases but lower population density in smaller markets.
Traditional dating websites with long-form profiles attract a more serious and committed user base. Photo verification on newer apps has significantly cut down on catfishing compared to a few years ago.