Cost Trade-offs of Reasoning and Non-Reasoning Large Language Models in Text-to-SQL

Saurabh Deochake, Debajyoti Mukhopadhyay

While Text-to-SQL systems achieve high accuracy, existing efficiency metrics like the Valid Efficiency Score prioritize execution time, a metric we show is fundamentally decoupled…