| Moving Averages (SMA/EMA/HMA) | Trend direction and dynamic support/resistance. | Simple, fast, universal quantitative baseline. | Significant lag; severe whipsaws in chop. |
| MACD | Identifying momentum shifts and crossover signals. | Combines trend and momentum in one oscillator. | Double-lag; prone to false divergences. |
| ADX / DMI | Regime detection (trending vs. ranging filter). | Quantifies trend strength independent of direction. | Heavy lag; cannot predict breakout starts. |
| Aroon Oscillator | Detecting early trend inception. | Tracks time elapsed rather than price magnitude. | High false breakout rate in sideways channels. |
| Ichimoku Cloud | Complete trend bias and dynamic S/R framework. | Holistic framework; projects future equilibrium levels. | Over-parameterized; Cloud bounds lag heavily. |
| Parabolic SAR | Dynamic trailing stop-loss and trend exits. | Rule-based exit logic that accelerates with trend. | Triggers lethal whipsaws in range-bound markets. |
| TRIX | Macro trend-cycle filtering and divergence. | Extreme noise filtration against liquidation wicks. | Large phase delay; late entry on fast moves. |
| Linear Regression | Statistical fair value and mean-reversion modeling. | Lower lag than MAs; provides mathematical slope. | Highly distorted by outlier spikes and wicks. |
| KST | Major multi-cycle momentum reversals. | Synthesizes four timeframes for cleaner cycle turns. | Slow response to abrupt market regime shifts. |
| Coppock Curve | Pinpointing macro cycle bottoms. | Highly reliable for spotting secular bull turns. | Strictly macro-scale; useless for swing or intraday setups. |