I was watching CNBC not long ago and they were talking about a brokerage firm I believe it was (cant remember which one) that moved their head quarters from Cali to NYC to get their fills executed milliseconds faster. After about 6 months, they realized that they were actually losing money because of this. They then moved back to Cali and starting making money again...