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It needs to be marginally better. Slighly is not good enough to gain momentum.

Some would say at least 10X better. Google won because pagerank crushed keyword searches, and gmail Gabe 20X the free inbox that hotmail gave.

yea perhaps. This is case where it's simple(r) to measure, but that's not always the case.