I went back to double check if I still needed to pre-build the wheel. The root issue was that the package is only distributed as an sdist, and a pip install option is required to build from source. I came to the conclusion that arbitrary pip options are not supported after searching GitHub issues. Looks like targeted support for the similar —no-binary flag was recently added.