Do push walkers actually help babies learn to walk?

The consensus across the specialist parenting communities we read is mixed but generally positive for push-behind walkers (as opposed to seated circle walkers). Several high-trust threads note they build balance and confidence, while others caution that lightweight models can roll away too fast and encourage leaning forward or toe-walking. Pediatric-leaning commenters stress that any walking benefit is modest and that walkers are primarily a fun, motivating toy rather than a developmental necessity.