Quail: open-source AI-SQL engine hits 1B+ tokens/min on one H100

sh_reya · x · 2026-09-25

shreya unveiled Quail, a new open-source AI-SQL engine built with Modal. By planning queries and LLM inference together, it reaches 1B+ input tokens/min on a single H100 for a single query. The authors argue AI-powered data operators create a novel inference workload worth attention from infra folks.

Related event: UC Berkeley and Modal Open-Source Quail, an AI-SQL Inference Engine(25 posts)→

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