Why the Best Backtest May Fail in a Real Portfolio
An academically strong strategy can become unusable when it requires expensive trading. Even if costs are manageable initially, publication and investor adoption can direct enough capital toward the anomaly to change prices and erase its historical payoff.
- High turnover can consume a theoretical return advantage.
- Many investors cannot implement the lowest-cost version of a strategy.
- Backtests describe past conditions rather than guaranteed future payoffs.
- Discovery attracts capital to previously neglected trades.
- Crowding can price an anomaly out of existence.
“A lot of the very best ideas have high trading costs”
“once they're discovered and known, tend to be heavily invested in get popular actually, and once they get popular, they get priced out out of…”