A pretty backtest proves almost nothing

Try enough strategies on past data and one will look brilliant by pure luck — even in a market with no edge at all. A gorgeous historical curve is the easiest thing in the world to produce and the least meaningful. The only real test is data the strategy never got to see.

Takeaway: Be most suspicious of the things that look perfect on the past.