I am aware of this, but still find it interesting that many large cities (ex. Austin, Columbus, El Paso, San Jose) lack NFL, MLB, and NBA teams.

Some large cities, like Colorado Springs and Fort Worth, are overshadowed by nearby larger cities (Denver and Dallas, respectively). Austin might be overshadowed by San Antonio, which is larger, although the former is becoming a major tech center akin to Silicon Valley.