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All hypotheses

Hypotheses

APT Trend-Pullback Entry, Long-Short (APTUSDT.BINANCE USD-M — Daily Trend Sets Direction, 4H Pullback-to-Short-EMA Sets a CHEAP Entry, ATR-Trailing Exit; the Edge Is Entry TIMING Not a Regime Gate, 3-Parameter)

A LONG-SHORT, single-instrument, pure-OHLCV trend-follower on APTUSDT.BINANCE USD-M perpetual that is mechanically DISTINCT from the factory's two promoted trend recipes. Both winners (Dual-Timeframe Momentum…

Hypothesis

A LONG-SHORT, single-instrument, pure-OHLCV trend-follower on APTUSDT.BINANCE USD-M perpetual that is mechanically DISTINCT from the factory's two promoted trend recipes. Both winners (Dual-Timeframe Momentum Confluence and Volume-Confirmed Momentum) enter WITH momentum — they buy strength/breakouts, so entry price is at the top of the impulse and per-trade capture is thin, which is exactly why the momentum family fills the fee graveyard. This strategy inverts the ENTRY while keeping trend DIRECTION: the daily……Show moreShow less

A LONG-SHORT, single-instrument, pure-OHLCV trend-follower on APTUSDT.BINANCE USD-M perpetual that is mechanically DISTINCT from the factory's two promoted trend recipes. Both winners (Dual-Timeframe Momentum Confluence and Volume-Confirmed Momentum) enter WITH momentum — they buy strength/breakouts, so entry price is at the top of the impulse and per-trade capture is thin, which is exactly why the momentum family fills the fee graveyard. This strategy inverts the ENTRY while keeping trend DIRECTION: the daily (1D) EMA slope defines the regime (up/down/flat), and instead of chasing, we WAIT for a 4H pullback that pulls price back to (or just through) a short 4H EMA — a temporary counter-trend dip — then enter in the direction of the daily trend on the first 4H close that turns back up (long) or down (short). Buying the dip inside an uptrend (and shorting the rip inside a downtrend) buys a structurally CHEAPER entry, which enlarges the realized per-trade capture and is the direct antidote to sub-fee economics. Instrument choice is deliberate data-estate spending: APT is a deeply liquid Binance USD-M perp (hundreds of $M daily) with ~3 years of history at 4H yet almost no presence in the corpus, unlike the over-mined BTC/ETH/SOL/ADA/AVAX/BNB/XRP/LINK/DOGE set. Only 3 parameters (daily EMA length, 4H entry EMA length, ATR trail multiple) to resist overfitting.

Backtest and paper results are hypothetical. Trading involves risk of loss.