$$\log_ab=c$$
logos = ratio, referring to a;
arithmos = number, referring to b;
therefore
logarithm = number (arithmos, b) to be expressed in terms of a ratio (logos, a).
So the logarithm itself is b, while c is the index to the logarithm generated from the logos/base a.
However it's common to speak as if c is the logarithm (as in "the logarithm of 100 to base 10 is 2") and b the antilogarithm. Isn't that confusing?
You got the references all mixed up. The logos refers to $c,$ and the arithmos refers to $b.$