How I Would Benchmark a Text-to-SQL System for Production
This story is from 2026-09-02. It is preserved in the archive; the latest stories are on the live feed.
A clean question against a clean schema is a demo. A production benchmark should deliberately test ambiguity, missing relationships, competing metrics, and SQL that executes successfully but answers the wrong business question. Most Text-to-SQL evaluations start with questions like: What was revenu…
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- 2026-09-02 14:30 · DEV Community — AI
How I Would Benchmark a Text-to-SQL System for Production