How do you know the capabilities of a battery before you buy? Google! Look on the manufacturer's website.
Unless a battery is specifically rated for high current (like rechargeable Lithium Ion or Lithium Polymer), plan on drawing no more than C/2 where C is the AHr (amp hour) capacity of the cells. C/4 is better.