Withings Body Comp

Broadest-health-picture pick. Measures body fat, muscle mass, visceral fat index, bone mass, and vascular age (pulse wave velocity) via Health Mate app. Best data export policy in this comparison (CSV export, API access), reliable Apple Health and Google Fit sync. Foot-to-foot BIA shares the same ±3–8% body fat accuracy class as cheaper scales; Withings has undergone multiple ownership changes (Nokia Health, back to Withings) creating long-term software support uncertainty; the joint-highest price in this comparison.

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