Every raw model response is publicly verifiable

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Insights

Every piece here is tied to one measurement: what that run returned, what it can support, and what it cannot. The English and Chinese pieces are written separately, not translated from one another.

Same Brand, Different Rank: A Language Split in Pet Tech
In two pet-hardware categories, one brand tops the Chinese-language ranking but slips several places in the English-language version of the same question.
Published 09/05/2026
Alibaba's own model doesn't mention its own AI glasses
In our 2026-09-03 re-run, "Qwen"/"Quark" scored zero mentions across 12 LLMs. Qwen Glasses is a separate product line, not a rename of Quark AI Glasses.
Published 09/05/2026
LLM API Plans: Two Languages Agree on the Top Two, Then Diverge
12 LLMs measured on 2026-09-03 on "Most Popular LLM API Subscription Plan Providers": why the question has a scope clause, and where the two languages diverge.
Published 09/03/2026
The Models Answered a Different Market's Question
12 LLMs measured on 2026-09-02: broadly right about the global AI-glasses market, blank about a brand that topped Chinese e-commerce before their cutoffs.
Published 09/03/2026
AI Glasses: Every Head Model Names Ray-Ban First, Yet It Ranks Fourth
A 2026-09-02 measurement across 12 LLMs of who owns AI-glasses brand mindshare, and what it means that "Meta" and "Ray-Ban" were counted as two brands.
Published 09/02/2026