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This paper audits configuration fragility in text-to-3D evaluation by holding 300 generated scenes fixed while varying render and caption settings, finding that configuration variance often exceeds between-generator variance and that VLM-based evaluators frequently shift their reported winner without any change in the underlying scenes.