Body fat estimates can change because circumference measurements are sensitive to small differences in tape placement, posture, hydration, bloating and how tightly the tape is pulled. A 1–2 cm difference in waist, neck or hip measurement can noticeably change the final result. Focus on long-term trends rather than one single reading.