Each control has a specific failure mode, and knowing which one you are accepting matters more than the vendor feature list.
Credential methods: PIN, badge, and device binding
A PIN or a badge authenticates an account rather than a person, so neither stops a coworker who was told the number or handed the card. Binding punches to a registered device or an approved IP range removes the case where somebody clocks a friend in from home, and it leaves the on-site version untouched.
Location methods: GPS and geofencing
A geofence confirms that a phone crossed into a radius around a jobsite, which is useful for dispersed crews and useless as an identity check [14]. Consumer GPS degrades indoors and inside steel structures, so a tight radius rejects punches from employees standing where they should be. Draw the radius against the real footprint of the site.
Image capture: photo on punch
A photo taken at the punch is a deterrent and an evidence trail rather than a gate, because the punch still records and somebody has to review the images for the control to do anything [14]. That review burden is why the feature quietly stops working after a few months.
Biometric methods: fingerprint and face
Fingerprint and facial verification are the only methods that test the person instead of the credential, which is also why they attract statutory duties the others avoid. They fail unevenly. NIST's evaluation of face recognition algorithms found false positive rates varying across demographic groups by factors of ten to beyond one hundred, with elevated false positives in women, in the elderly, and in children [13]. Worn fingertips produce repeated rejections in manual trades, and every refused punch pushes a worker into a manual exception process, so build that fallback first.
Offline capture and clock integrity
Offline capture stores punches locally and syncs them when connectivity returns. Ask whether the timestamp comes from the device or the server, because a device-set timestamp on a phone whose clock the user controls is a weaker record [10].