@ianozsvald Bodo provides comprehensive Pandas support (uses Numba underneath) so you might be interested in trying it. It’s similar to SDC except that it provides more Pandas coverage, more optimizations, and MPI parallelization. I agree with @sklam that not all Numba-based acceleration functionality should be inside Numba itself. Packages evolving and being maintained separately can enable faster development.