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Text-to-SQL on Oracle: two prompt rules took a light model from 35% to 64%

This story is from 2026-10-20. It is preserved in the archive; the latest stories are on the live feed.

UniQL is a new benchmark that translates BIRD's 1,534 text-to-SQL questions into 16 SQL dialects. Its Oracle column is hard. The best published result is 49.61% (Claude Sonnet 4.5), and Gemini 2.5 Pro scores 26.14%. I ran schemagate on it with a light model, Gemini 2.5 Flash . The scores below come…

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  1. 2026-10-20 02:46 · DEV Community — AI
    Text-to-SQL on Oracle: two prompt rules took a light model from 35% to 64%

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