#model-design
6 articles with this tag.
Neither approach is better. Each is better at different times — and the market decides which time it is.
Mean reversion and trend following succeed in opposite market conditions. Learn how regimes determine which approach carries an edge — and how darwintIQ adapts to regime shifts.
4/16/2026
A stop at a fixed distance ignores the market. A stop at a structural level lets the market decide.
The SupRes Position Manager sets trade exits based on key price structure levels rather than fixed distances. Learn how it works and when it outperforms ATR-based methods.
4/14/2026
Cutting a trade short in a strong trend is one of the most common performance killers. A trailing stop that moves with price addresses exactly that.
An SMA trailing stop moves the exit with the trend. Learn when it beats fixed stops and how darwintIQ's SMATrail position manager uses it in practice.
4/9/2026
A stop loss that works in a calm market can be useless in a volatile one. ATR is how you account for that
Average True Range measures how much a market is moving. Learn how ATR works, why fixed stops fail in volatile markets, and how darwintIQ uses ATR-based position management to adapt to changing conditions.
4/3/2026
Frequency amplifies an edge. It also amplifies the absence of one
Trade frequency doesn't automatically improve performance. It can dilute an edge and inflate exposure. Learn why darwintIQ evaluates trade quality over quantity.
4/2/2026
Entry logic defines when to trade. A regime filter defines when not to
A regime filter controls when a trading model is allowed to trade based on market conditions. Learn how the filter types in darwintIQ work and why selective trading improves consistency.
3/31/2026