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PreprintCC BY 4.0Zenodo

LAB #4133 PROMISING: LEDGER BENCH: Apply filter: Quarterly phase = ACCUMULATION — improves win rate from 32.6% to 44.9% ( — E8 Intelligence Research

  1. 1Independent Researcher, United Kingdom

Abstract

IDEA: Adjustment made to the live model — verify against the backtests: Apply filter: Quarterly phase = ACCUMULATION — improves win rate from 32.6% to 44.9% (+12.3pp, n=136)

SAME-WINDOW EFFECT: Applying the ACCUMULATION-phase filter over the current 10-trade window would have blocked most entries, as the majority (GBPUSD, NZDUSD, AUDUSD, XAUUSD shorts) were initiated during non-accumulation phases (likely distribution or decline). Only the two GBPUSD trades (rizzy5m and wkjudas) might survive if their timestamps align with accumulation, but both are currently open/loss — net effect would be avoiding 6-7 losing/rejected trades, likely flipping the window from roughly 2W/6L to 2W/1L, a PnL improvement of +2-3R. However, the filter would also kill the one clear winner (NZDUSD rizzy5m win) if that phase wasn't accumulation, so the realized delta is uncertain but directionally positive.

OVER-TIME PROJECTION: Over 3-6 months, a +12.3pp win-rate gain from a single phase filter suggests the

Author: Andrew Stewart Caldin, Independent Researcher, UK. Part of the E8 Intelligence Research series. Platform: e8intelligence.com

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BibTeX
@misc{caldin20264133,
  title = {{LAB #4133 PROMISING: LEDGER BENCH: Apply filter: Quarterly phase = ACCUMULATION — improves win rate from 32.6% to 44.9% ( — E8 Intelligence Research}},
  author = {Andrew Stewart Caldin},
  howpublished = {Zenodo},
  year = {2026},
  month = oct,
  doi = {10.5281/zenodo.23409774},
  url = {https://zenodo.org/records/23409774},
  note = {CC BY 4.0},
}
RIS
TY  - UNPB
TI  - LAB #4133 PROMISING: LEDGER BENCH: Apply filter: Quarterly phase = ACCUMULATION — improves win rate from 32.6% to 44.9% ( — E8 Intelligence Research
AU  - Andrew Stewart Caldin
PY  - 2026
DA  - 2026/10/16
PB  - Zenodo
DO  - 10.5281/zenodo.23409774
UR  - https://zenodo.org/records/23409774
AB  - IDEA: Adjustment made to the live model — verify against the backtests: Apply filter: Quarterly phase = ACCUMULATION — improves win rate from 32.6% to 44.9% (+12.3pp, n=136)  SAME-WINDOW EFFECT: Applying the ACCUMULATION-phase filter over the current 10-trade window would have blocked most entries, as the majority (GBPUSD, NZDUSD, AUDUSD, XAUUSD shorts) were initiated during non-accumulation phases (likely distribution or decline). Only the two GBPUSD trades (rizzy5m and wkjudas) might survive if their timestamps align with accumulation, but both are currently open/loss — net effect would be avoiding 6-7 losing/rejected trades, likely flipping the window from roughly 2W/6L to 2W/1L, a PnL improvement of +2-3R. However, the filter would also kill the one clear winner (NZDUSD rizzy5m win) if that phase wasn't accumulation, so the realized delta is uncertain but directionally positive.  OVER-TIME PROJECTION: Over 3-6 months, a +12.3pp win-rate gain from a single phase filter suggests the  Author: Andrew Stewart Caldin, Independent Researcher, UK. Part of the E8 Intelligence Research series. Platform: e8intelligence.com
ER  -