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KALAYA CAPITAL

Signal Quality Model · breakout_v2_d1_trend_filter

Trades breakouts of prior bar's high/low using 3-bar time exit.

MOMENTUM / BREAKOUT

Markets: EURUSD, GBPUSD, USDJPY, AUDUSD, NZDUSD, USDCAD, USDCHF, EURGBP, EURJPY, EURAUD, EURNZD, EURCAD, EURCHF, GBPJPY, GBPAUD, GBPNZD, GBPCAD, GBPCHF, AUDJPY, AUDNZD, AUDCAD, AUDCHF, NZDJPY, NZDCAD  |  Timeframe: Daily (D1 native — FX24, Breakout V2 MA50 Trend Filter)  |  Data: 2025-05-02 → 2026-05-01  |  259 D1 bars  |  Generated: 2026-05-03 11:24 UTC

Signal-quality model. This is a signal-quality model, not a live P&L or position-sizing model. Returns are 1× notional price returns with no leverage, lot sizing, or risk weighting applied. Equity curves show cumulative additive returns of independent signal trades only.

Evaluation Criteria

Final Decision

✘  REJECT
4/24 instruments passed gating.
Below 60% approval threshold.

Primary Failure Driver

Negative expectancy

Next Action

✎  MODIFY
Weak edge present. Add trend/regime filter or extend to more markets before re-gating.

Strategy Logic

SetupNative D1 OHLC bars from IBKR (1-year history). MA50 trend filter applied. No regime or volatility filter.
TriggerD1 close breaks prior bar high (LONG) or low (SHORT), AND close is on the correct side of MA(50). Signal confirmed at bar close.
EntryEnter at the next D1 bar open after the signal bar closes. No lookahead.
ExitExit at the close after holding exactly 3 D1 bars from the entry bar. Time-based exit only.
Risk ModelFixed 1x notional signal returns. No stop loss, take profit, lot sizing, or leverage. Signal-quality model only.
Position RulesOne position at a time. Pending signal discarded if a trade is still open. No overlapping trades. No pyramiding.

Cross-Market Results

InstrumentTrade CountConflictsExpectancyProfit Factor Max DDReturn/DDWin RateNet PnLStatus
EURUSD65-0.13%0.64-9.47%-0.86x35.4%-8.13%REJECTED
GBPUSD65-0.01%0.98-8.10%-0.05x46.2%-0.40%REJECTED
USDJPY65-0.11%0.72-11.21%-0.67x41.5%-7.47%REJECTED
AUDUSD700.06%1.18-7.17%0.59x45.7%4.22%REJECTED
NZDUSD650.02%1.05-9.15%0.14x47.7%1.25%REJECTED
USDCAD670.06%1.36-2.50%1.58x56.7%3.96%APPROVED
USDCHF63-0.15%0.60-9.80%-0.98x36.5%-9.57%REJECTED
EURGBP58-0.08%0.60-5.89%-0.80x48.3%-4.73%REJECTED
EURJPY67-0.13%0.61-12.32%-0.70x47.8%-8.67%REJECTED
EURAUD710.00%1.01-4.56%0.03x57.8%0.15%REJECTED
EURNZD620.04%1.16-3.27%0.71x46.8%2.32%REJECTED
EURCAD54-0.21%0.36-13.65%-0.84x31.5%-11.44%REJECTED
EURCHF60-0.02%0.87-2.66%-0.48x48.3%-1.28%REJECTED
GBPJPY73-0.07%0.77-11.11%-0.49x47.9%-5.45%REJECTED
GBPAUD630.04%1.19-3.19%0.70x46.0%2.23%REJECTED
GBPNZD57-0.01%0.96-4.32%-0.12x47.4%-0.51%REJECTED
GBPCAD590.00%1.00-6.61%0.00x45.8%0.02%REJECTED
GBPCHF50-0.08%0.61-4.28%-0.91x44.0%-3.92%REJECTED
AUDJPY780.10%1.35-3.58%2.15x62.8%7.71%APPROVED
AUDNZD760.15%2.26-1.82%6.18x64.5%11.26%APPROVED
AUDCAD730.06%1.35-3.68%1.28x46.6%4.71%APPROVED
AUDCHF63-0.17%0.53-10.84%-0.98x41.3%-10.64%REJECTED
NZDJPY72-0.14%0.64-10.17%-1.00x51.4%-10.16%REJECTED
NZDCAD62-0.05%0.78-3.98%-0.86x48.4%-3.41%REJECTED
PORTFOLIO TOTAL1558-0.03%0.89-13.65%-0.15x47.8%-2.00%

Signal Quality Gates

Monthly Consistency

Overall regime behaviour: Inconsistent

EURUSD [UNSTABLE]GBPUSD [MIXED]USDJPY [UNSTABLE]AUDUSD [MIXED]NZDUSD [MIXED]USDCAD [STABLE]USDCHF [UNSTABLE]EURGBP [MIXED]EURJPY [MIXED]EURAUD [MIXED]EURNZD [STABLE]EURCAD [UNSTABLE]EURCHF [MIXED]GBPJPY [STABLE]GBPAUD [MIXED]GBPNZD [MIXED]GBPCAD [MIXED]GBPCHF [MIXED]AUDJPY [STABLE]AUDNZD [STABLE]AUDCAD [UNSTABLE]AUDCHF [UNSTABLE]NZDJPY [UNSTABLE]NZDCAD [UNSTABLE]

See per-instrument data files for monthly details.

Combined Equity Curves

Individual Equity Curves

EURUSD
Final Return: -8.61% Return Peak: 0.00% Return Trough: -9.47% Max DD: -9.47% Max Run-Up: +5.42%
GBPUSD
Final Return: -0.90% Return Peak: 1.92% Return Trough: -6.19% Max DD: -8.10% Max Run-Up: +6.58%
USDJPY
Final Return: -7.91% Return Peak: 3.23% Return Trough: -7.98% Max DD: -11.21% Max Run-Up: +4.96%
AUDUSD
Final Return: +5.29% Return Peak: 8.98% Return Trough: -7.17% Max DD: -7.17% Max Run-Up: +16.14%
NZDUSD
Final Return: +2.63% Return Peak: 11.78% Return Trough: -3.34% Max DD: -9.15% Max Run-Up: +15.12%
USDCAD
Final Return: +4.39% Return Peak: 5.07% Return Trough: -1.53% Max DD: -2.50% Max Run-Up: +6.60%
USDCHF
Final Return: -9.80% Return Peak: 0.00% Return Trough: -9.80% Max DD: -9.80% Max Run-Up: +4.92%
EURGBP
Final Return: -4.98% Return Peak: 0.12% Return Trough: -5.77% Max DD: -5.89% Max Run-Up: +1.65%
EURJPY
Final Return: -8.85% Return Peak: 0.39% Return Trough: -11.93% Max DD: -12.32% Max Run-Up: +3.30%
EURAUD
Final Return: -0.28% Return Peak: 0.52% Return Trough: -4.56% Max DD: -4.56% Max Run-Up: +5.08%
EURNZD
Final Return: +2.22% Return Peak: 5.49% Return Trough: -3.02% Max DD: -3.27% Max Run-Up: +8.51%
EURCAD
Final Return: -11.69% Return Peak: 0.16% Return Trough: -13.49% Max DD: -13.65% Max Run-Up: +2.60%
EURCHF
Final Return: -1.70% Return Peak: 0.50% Return Trough: -2.20% Max DD: -2.66% Max Run-Up: +2.70%
GBPJPY
Final Return: -5.64% Return Peak: 0.48% Return Trough: -10.63% Max DD: -11.11% Max Run-Up: +5.22%
GBPAUD
Final Return: +1.83% Return Peak: 4.41% Return Trough: -0.82% Max DD: -3.19% Max Run-Up: +5.23%
GBPNZD
Final Return: -0.01% Return Peak: 4.24% Return Trough: -0.66% Max DD: -4.32% Max Run-Up: +4.91%
GBPCAD
Final Return: -1.01% Return Peak: 4.35% Return Trough: -2.26% Max DD: -6.61% Max Run-Up: +4.35%
GBPCHF
Final Return: -4.02% Return Peak: 0.00% Return Trough: -4.28% Max DD: -4.28% Max Run-Up: +1.86%
AUDJPY
Final Return: +6.97% Return Peak: 8.54% Return Trough: -1.81% Max DD: -3.58% Max Run-Up: +10.35%
AUDNZD
Final Return: +10.93% Return Peak: 11.32% Return Trough: -0.29% Max DD: -1.82% Max Run-Up: +11.61%
AUDCAD
Final Return: +5.34% Return Peak: 7.14% Return Trough: -1.78% Max DD: -3.68% Max Run-Up: +8.92%
AUDCHF
Final Return: -10.84% Return Peak: 0.00% Return Trough: -10.84% Max DD: -10.84% Max Run-Up: +3.41%
NZDJPY
Final Return: -9.56% Return Peak: 0.61% Return Trough: -9.56% Max DD: -10.17% Max Run-Up: +3.53%
NZDCAD
Final Return: -2.39% Return Peak: 1.58% Return Trough: -3.18% Max DD: -3.98% Max Run-Up: +4.76%