The k1 and b parameters of BM25 can influence what hits may be dynamically pruned and thus performance numbers, so it would be good to use the same values across engines. Currently it looks like engines use their own defaults, which seem to be k1=0.9 and b=0.4 for PISA, and k1=1.2 and b=0.75 for Lucene and Tantivy.