They did cost thousands, but the monopoly is no longer and you can get certs for $10 if you hunt.
EV ones can cost up to $1000 again, but they genuniely do cost more to issue.
And no, I'm not saying they don't have large costs. You can become a webhost with a couple of co-lo boxes for relatively little cost. You can't do that with a CA.