The way to figure out charge time is look on the charger (or the wall transformer in the case of the Excal or Sov) and see what the output amps are. From memory on my GT's I think it's 100ma. The stock pack is 1000 (or is it 1100?) MA on my GT, so a completely dead pack would take the capacity of the pack (say 1000ma) divided by the output current of the "charger", which in this case is 100ma I think, so that'd be 10 hours to charge if that's the case. I'm not sure of the exact numbers so check your wall charger (or transformer as the Minelab one is just a transformer) and your battery capacity and divide the output MA of the charger into the battery capacity. If you were using a charger that put out say 2 amps that would take 1/2 hour for a dead 1000ma pack. I don't recommend charging that fast. Even an hour charge rate is pushing nimhs or nicads but it's OK so long as the pack isn't getting hot. Still, a longer charge rate of say 2 hours or more is healthier for the pack. 1 hour time times (1C they call it, meaning 1 amp for a 1000ma pack for instance) is a bit hard on a pack and will shorten it's run time and life span over time, especially if it's getting hot. That's about the limit I'd push any detector nimh or nicad pack. For sure feel the pack about halfway or more through the charge. If it's hot then you are for sure killing the pack with every charge. Put a fan on it or some will lay it on an ice pack while charging in RC to keep it cool at high charge rates.
The GT's rechargeable pack has a charging circuit inside it that the wall transformer plugs into.
Anyway, I think the Excal or Sovereign from memory draw around 50ma of current, so you can kind of do the math in your head of how many hours used versus how many hours of charge time based on the wall transformer's output. But, charging is not very efficient, so I'd add another 1 to maybe 3 hours to any computed charge time to be sure. Of course it's easier with just a good charger that tells you when the pack is charged. With the GT if you use an aftermarket charger you have to hitch it up via alligator clips to the two main battery leads on the pack as you can't charge through the charging plug due to the circuit in there that will confuse an aftermarket charger.