I would use the 1.8 northwood, but you had better make sure it is a northwood (478 socket), this one has 512K cache
there is an older version P4 1.8 with only 256K cache (423 socket)
the celeron only has 128K cache.
for real memory intensive numbercrunching, the 1.8 should do better than the cellie
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