According to all of the major dictionaries, if an activity involves the following, it is gambling:

*  Stake
*  Risk
*  Profit/Loss

These dictionaries give investing as examples of gambling.

If anyone gives you grief about gambling, tell them to read

https://stockbet.com/#/support/gambling