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Against the wider field across CamSoda, the lifetime turnout logged for her handle lands in the same slice that veteran broadcasters occupy after years of weekly output, not by promotional acceleration. 294 hours on air, accumulated on CamSoda across every month since April 2026. On the platform, more or less, the figure of 57 matches what is observed across other long-tenured rooms in this segment, where the underlying scale of accumulated activity is taken as a baseline.

Fewer than most: a stint spanning 6 hours. Across the platform's index of broadcast frequency, the model shares the same constraints as her cohort, 20 live broadcasts per 30, 67/100 on a steadiness measure, neither outlier nor median.