Quail benchmarks: 1.84x faster than hand-tuned vLLM, 14x on medical reports query

sh_reya · x · 2026-09-25

Across 29 benchmark queries, Quail is 1.84x faster than hand-tuned vLLM baselines. On the largest medical-reports query it's 14x faster (29 minutes vs 6.84 hours), with considerably less KV regret.

Related event: UC Berkeley Open-Sources Quail, an AI-SQL Engine Hitting 1B+ Tokens/min on a Single H100(8 posts)→

Original post →

More from Infra

Infra channel →