this bencmark tells only cpu speed.. nothing more!!
Not true, from the descriptions of the tests they are also indirectly testing memory access. Anything which reads non-sequnetially is going to have serious latency hits.
Evidently the Athlon has a rather better memory controller than the rest.
There was a time when PowerPCs used to *rule* in ByteMarks.