Mouser has specs (PDF) on these on their site.
That particular cap is supposed to supply 1.5mA for half an hour. Good for keeping your real-time clock chip running while you change batteries, but not even good enough to maintain it during some power outages.
I suspect that they might be good for dramatically upstaging this guy, if you can borrow a high-speed camera, though ;D
Ran