AVG is a SQL aggregate function that calculates the arithmetic mean of numeric values in a column. JOIN is used to combine tables, LEN returns string length, and LEFT extracts a substring - none of these are aggregate functions. Aggregate functions perform calculations across multiple rows and return single values like COUNT, SUM, AVG, MIN, MAX.