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Shane Melaugh (@shanemelaugh) on X

SpeculationBenchmarkNov 7, 2026

Shane Melaugh reports that Gemini 4 Argon's analysis of 1,400 Claude Code sessions detected a sharp shift in Opus 5.5's reasoning on November 3, without a model name change. In a bug-fix test, Opus 5.5 high acted too quickly and failed after three hours, while Opus 5.5 xhigh found a fix within minutes. Melaugh clarified the claim is not a rigorous benchmark, stemming from personal frustration with the model.

Receipt № 28061 source · awaiting confirmation ◐

Evidence

1source· awaiting independent confirmation

No score is assigned. Sources and their independence are shown in the citation chain below.

Citation chain · 1 source

01med
x.comBloghttps://x.com/shanemelaugh/status/2119192075505893695This source is Melaugh's original post, providing firsthand details of his session analysis, his bug-fix comparison, and his own clarification that the claim stems from personal frustration rather than a rigorous benchmark.
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Claude CodeModelOpus 5.5ModelGemini 4 ArgonModelOpus 5.5 highModelOpus 5.5 xhighModelShane MelaughPerson
Canonical: https://x.com/shanemelaugh/status/2119192075505893695