Well, the first thing that attracted me to Eligius is the lack of registration required. I don't want to have yet another password (since it would be foolish to re-use passwords).
The pretty graphs provided is the next thing. Numbers =D~
After this, I considered that it had some computing power without being too large.
Finally, the new SMPPS seems to be working quite nicely.