Fill quality
Nozzle shut-off, container presentation and product supply.
The nozzle must fit the pack opening while allowing displaced air to escape. Bottom-up movement may be assessed where the product needs controlled placement, but the motion profile must avoid striking the container or drawing product across the neck. Shut-off design, suck-back and nozzle temperature can influence dripping and stringing, but they must be tuned using the actual recipe.
Supply conditions are equally important. A filler cannot compensate indefinitely for an upstream vessel that delivers an inconsistent head, introduces air, allows the product to cool or runs empty. The project boundary should identify who provides the feed pump, level control, heated hose, agitation and low-product response.