I Tested Gemini 3.5 Flash on 18 Agent Tasks — Its 6× Pricier 'Flash' Crushed GPT-5.5 at 4× Speed

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arXiv:2606. 05384v1 Announce Type: new Abstract: LLM-as-judge evaluation is widely used in benchmarking pipelines, where model outputs are compared and ranked using automated evaluators. These pipelines typically assume that judgments are stable properties of fixed inputs. We show that this assumpti