Pinging works pretty well, but not perfectly. ICMP echo is treated specially by many "traffic shaping" appliances. Firewalls frequently blanket-drop pings from outside, and sometimes pings are given higher priority to aid in diagnostics.

Usually it's noticeable when this is going on (especially the blocking), so you only need to go to some other solution when you notice this.