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An external layer cuts search cost by 91% on SimpleQA

Accuracy on SimpleQA is 86.1% against 87.7% for native search, but native search is more correct on FreshQA.

Claimed, not confirmed

DSG nearly matches native search accuracy at far lower cost Two columns compare native search with DSG. On SimpleQA accuracy is 87.7% against 86.1%, while search cost is 91% lower. Warm-cache latency is 68% lower, with 99.4% cache hits. On e-commerce QIU, DSG matches accuracy at over 98% lower cost. Native search leads on FreshQA. Native search DSG SIMPLEQA ACCURACY SIMPLEQA SEARCH COST WARM-CACHE LATENCY E-COMMERCE QIU FRESHQA 87.7%86.1% 68% lower Over 98% lower 91% lower 99.4% cache hits Accuracy Matches Native leads
On SimpleQA, DSG scored 86.1% against native search's 87.7%, at 91% lower search cost. Native search still leads on FreshQA.

Sources

  1. Decoupling Search from Reasoning: A Vendor-Agnostic Grounding Architecture for LLM Agentsarxiv.org
AI MATTER · NEWS · AI MATTER · NEWS ·14 OCT2026

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