The best way to read voltage is to use a good multi-meter and read the voltage with the electrodes at the "POS" and "NEG" electrodes.
If the meter you purchased will match the readout from the multi-meter when checking at the same time (one check after the other), the meter is okay.
In your case if the meter reads correctly compared to the multi-meter every time pressed after that first time it may be okay for you. I would never trust any meter that acted like that unless they mentioned in the instructions what was going on.
You get what you pay for. Cheap price. Poor quality.