A strategy can have the same average return for months while becoming progressively less efficient at converting signals into P&L.

Watch the gap between forecast strength and realized return.

Suppose your strongest signals historically produced your strongest outcomes.

Over time, those same high-conviction signals begin delivering only average results.

The total portfolio may still look healthy because other trades compensate.

But something important has changed:

The model’s ability to rank opportunities is deteriorating.

That matters because a useful strategy should do more than identify positive expectancy. It should help decide where capital deserves to go first.

At the execution layer, eligible new users can use CODE2026 to reduce qualifying Binance Spot trading fees by 20%, keeping one predictable cost lower.

But cheaper execution cannot repair a ranking model that has stopped separating exceptional opportunities from ordinary ones.

An edge tells you what may be worth trading.

A strong ranking system tells you what deserves your next dollar.

When that ordering stops working, capital allocation becomes guesswork.