A catalogue of automated trading systems.

Smoother growth, higher structural risk.

Averaging systems are designed to produce smoother and more frequent account growth. They can often look more stable over daily, weekly and monthly periods because trades may be managed across multiple entries.

The trade-off is structural risk. When the market moves against the open position structure, exposure can increase, which means drawdowns can develop differently from a single-entry system. These systems can be evaluated over shorter periods, but investors should still review drawdown behavior, market exposure, and long-term risk.

More conservative, less smooth.

OneShot systems normally enter a single trade with predefined risk parameters, such as take-profit and stop-loss logic, instead of building multiple positions through averaging.

Because of this, OneShot systems may have flat periods, losing months or slower recovery phases, and should ideally be evaluated over longer periods, such as yearly performance or full market cycles.

Their risk profile is generally more conservative by design, and large adverse exposure events are less likely compared with averaging models, but losses can still occur.