Chi Square Test

Question: " Let’s say that last month 7% of free users of a site converted to paid users, but this month only 5% of free users converted. What kind of test should we use to see if this difference is significant?"

Answer: “Chi Square”.

Might be this has some bearing on it…

Is a Sample Test probabilistic, like the Chi-Square?