My theory is actually that the variance value is only added, not subtracted from the performance value. So in the example above the variance would be 17000 - 17500.
I've done a bit of testing of this: it seems to me that increasing the var leads to greater performance sometimes, but never worse.
Time for a shameless plug of my 2011 perf file:
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