Disclaimer: This question might be terribly naive and almost certainly reflects my own ignorance.
If $X$ is a topological space admitting a finite triangulation, then it admits a "good covering," i.e. an open covering by contractible sets $U_i$ such that any finite intersection of the $U_i$'s is also contractible. For such a covering, the Cech cohomology of the covering with coefficients in any constant sheaf coincides with the singular cohomology of $X$ with coefficients in the corresponding abelian group (I think I have sufficient hypotheses for this to work, and I think one can get by with less than a finite triangulation, but let me stick to that).
Now let $\mathscr{X}$ be a proper smooth $\mathbf{C}$-scheme (this is again likely overkill, but it ensures that $X=\mathscr{X}(\mathbf{C})$ is a topological space satisfying the conditions in the first paragraph). For a finite abelian group $A$, there is then a canonical isomorphism $H^i(\mathscr{X}_{et},\underline{A})\simeq H^i(X,A)$, where $\underline{A}$ is the constant étale sheaf on $\mathscr{X}$ associated to $A$.
But, as far as I know, there are in general no analogues of "good coverings" for the étale topology. That is, it's not usually possible to find a single étale covering of $X$ whose Cech cohomology with coefficients in $\underline{A}$ computes the étale cohomology of $\mathscr{X}$ with coefficients in $\underline{A}$. One instead needs to take the colimit over a cofinal set of étale coverings to the first cohomology groups to match up. There is a spectral sequence for any covering converging to the actual étale cohomology groups, but the problem seems to be that there aren't acyclic étale coverings for (finite) constant sheaves (I'd be happy to be informed that I'm mistaken about this).
I should be getting to a question about now. Is there a conceptual reason that these two cohomology groups, one defined algebraically and the other topologically, which coincide, should not be amenable to the same kind of Cech (or simplicial) computation, or that we shouldn't expect good (acyclic) coverings in the étale topology for (finite) constant sheaves? For example, one could prove something about the étale cohomology by working with a good covering of $X$, and there wouldn't necessarily be a "purely algebraic" proof just working on the étale side of things (I have some particular results in mind but it would require a large digression to describe them so for now I'll keep them to myself). I find this psychologically disconcerting.
I should mention there is the theory of hypercoverings, which I don't really understand, but which might provide a computational analogue for étale cohomology of the kind I'm asking about. There is also Bhatt-Scholze's pro-étale topology, a theory in which there are "enough contractible objects," but the affine contractible objects in this topology are (ostensibly) spectra of very unfamiliar (to me!) rings, and I don't think (though again, I'd be happy to be set straight on a misconception here) that this theory provides a computational technique analogous to what is available for singular cohomology on the complex analytic side.