Kahan summation is unfortunately slower than naive summation, which can be problematic. Pairwise summation [1], which roundoff error is proportional to log n, can be used as a drop-in replacement of naive summation as it performs more or less equally.

[1] https://en.wikipedia.org/wiki/Pairwise_summation