Infinity is a concept, not a number. Confusing the two is what gets you into trouble. And, unfortunately, it is easy to confuse them because in mathematical notation, infinity is often used in place of a number.
Yes, perhaps. But still it IS not a number.
Calling infinity a number is a "hack" done by mathematicians.