Hello, I had reported in https://www.monetdb.org/bugzilla/show_bug.cgi?id=3549 that string case conversion is very inefficient in MonetDB. I had a look at the code. For each UTF8 character it performs a hash lookup from the origin case bat and finds the corresponding character in the destination case bat. However, this is an overkill for ASCII characters: - for letters, [A-Z] + 32 = [a-z] - all other ASCII characters stay the same With the assumption that single-byte characters are very frequent in most texts, it makes sense to invest in a simple test and perform the hash lookup only for multi-byte characters. I tested this on 831MB (over 360K tuples) of standard English text: - original str.toLower/str.toUpper: 101 seconds (8 MB/s) - modified version: 3.6 seconds (230 MB/s) I guess that even when the text is highly multi-byte oriented the added test wouldn't hurt that much. A side-observation perhaps worth investigating is why that hash lookup is so expensive. Please find my patch in attachment. Roberto