Optimized Heikin Ashi Strategy with Buy/Sell Options
Optimized Heikin Ashi Strategy with Buy/Sell Options by markontie, a Pine Script v5 strategy, converted with PyneComp and run with PyneCore on BINANCE:BTCUSDT 4h: run with TradingView's future-leaks restored, its own plots change, so its results depend on data its bars could not have had and it is held apart from the accuracy score (lookahead).
Lookahead, measured — run once with PyneCore's own rules and once with TradingView's future-leaks restored (an open higher-timeframe period read as if it had closed, or a body re-running mid-bar handed the completed bar), the script's own plots differ. Its results depend on data its bars could not have had, so its TradingView reference is itself a lookahead result. With the future-leaks restored on the PyneCore side too, its plots match TradingView 100%. Held apart from the accuracy score.
Accuracy
- Trades compared73 TV / 164 Pyne
- Whole-trade match9.15%
- Entry timing match49.32%
- Exit timing match58.9%
- Extra Pyne entries128
- Net profit (TV / Pyne)7 / 1
- Plots compared8
- Plotted values compared158,934
- Identical to the bit77.873%
- Worst gap7.1 × 10⁻¹ relative (~0 significant figures)
- Pearson correlation (min)0.364643
- Worst-matching plotCandles (close)
Run
- Bars executed19,868
- Secondary-feed bars3,315
- Total bars processed23,183
- Run time3.51 s CPU
- Per-bar time0.18 ms/bar CPU (per chart bar)
Data window
- SymbolBINANCE:BTCUSDT
- Timeframe240 min
- From2017-08-17 04:00
- To2026-09-13 04:00
- Bars19,868
- Security @ 1D3,315 bars
Source
- Pine versionv5, converted to v6 by PyneComp
- Script revisionv2
- Licenseunspecified
SHA-25631d29f15bf295c3f86903473d0e8080d09f6f359735aa10eceafde1141186b30
Measured 2026-09-27 · How this is measured · All scripts