The victorious one
Latoria is a modern American elaboration of the name Victoria, likely influenced by the popular 'La-' prefix trend in African American naming traditions. It combines the Latin root for victory with a rhythmic, contemporary prefix to create a unique feminine form.
Less common today
Latoria isn't in the latest US Top 1000. It last peaked at #1,475 in 1990.
US births per 5-year period, 1990βpresent (SSA data).