Princeton has the most "national championships" in history with 26 recognized titles (although Princeton claims 28).
Since the "poll era" began in 1936, Alabama leads with 10 recognized "national championships" (although Alabama makes dubious claims to many other titles during the same span).
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Yale has the most wins in the national championships in college football. They have won 17. Unfortunately for them the last one was in 1909.