Maybe I'm not the expected audience, but I find fundamental things missing or at least I can't find them. The most obvious feature to me is being able to do comparisons between results. If some guy with an i7 990x ran the apache benchmark and another guy ran the same benchmark on his atom machine why can't I just give the website two IDs or result names and get the results compared. All the data is there but there is no way to mine the data. If I can't run a simplified query a filter UI would be helpful instead. Maybe this is intentional so we rely on you to think of everything we'd want to search for. Think of newegg and searching for products and comparing them. Seems to fit right into your ideas as well.
Also why did I install python-fpdf then there is no option from the command line to save the results as PDF? Also uploading results just fails with some generic error message like "upload failed".
You have some great software and a great website but then the polish or user friendliness seems to be missing. Last time I checked the bug where you need to login to the forum first and return to the home page each time to get phoronix premium working is still there.
Fedora 18 x86_64
Win 7 Ultimate 64-bit
Intel Core i7-920
12 GB DDR3-1333 CL9
2 x eVGA GeForce GTX 275 (SLI)
4 x WD 500 GB Black (RAID 5)