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KALAYA CAPITAL

Signal Quality Model · breakout_v1_d1

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 signal-quality template test)  |  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
3/24 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). No trend filter, regime filter, or volatility filter.
TriggerCurrent D1 close breaks above prior day high (LONG) or below prior day low (SHORT). Signal confirmed at bar close.
EntryEnter at the next D1 bar open after the breakout signal is confirmed. 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
EURUSD134-0.05%0.83-9.20%-0.69x44.0%-6.39%REJECTED
GBPUSD1230.01%1.06-8.60%0.21x49.6%1.81%REJECTED
USDJPY124-0.12%0.69-14.61%-1.03x43.5%-15.06%REJECTED
AUDUSD1220.06%1.20-9.50%0.82x50.0%7.80%REJECTED
NZDUSD122-0.00%1.00-9.59%-0.01x50.0%-0.10%REJECTED
USDCAD1290.05%1.29-5.13%1.30x57.4%6.69%APPROVED
USDCHF118-0.05%0.83-8.52%-0.74x41.5%-6.35%REJECTED
EURGBP112-0.02%0.89-8.17%-0.27x49.1%-2.24%REJECTED
EURJPY132-0.09%0.69-16.00%-0.78x47.7%-12.51%REJECTED
EURAUD119-0.01%0.95-8.17%-0.18x55.5%-1.49%REJECTED
EURNZD111-0.01%0.98-6.84%-0.08x46.0%-0.58%REJECTED
EURCAD101-0.09%0.66-15.36%-0.58x41.6%-8.94%REJECTED
EURCHF111-0.03%0.83-4.47%-0.65x46.9%-2.88%REJECTED
GBPJPY133-0.08%0.75-14.57%-0.74x45.1%-10.85%REJECTED
GBPAUD110-0.02%0.92-5.77%-0.36x46.4%-2.09%REJECTED
GBPNZD110-0.02%0.90-7.45%-0.32x45.5%-2.36%REJECTED
GBPCAD1060.05%1.22-6.29%0.80x50.9%5.01%APPROVED
GBPCHF104-0.02%0.92-5.10%-0.33x46.2%-1.70%REJECTED
AUDJPY131-0.01%0.98-10.66%-0.08x55.0%-0.89%REJECTED
AUDNZD1200.09%1.65-3.45%3.05x60.0%10.52%APPROVED
AUDCAD121-0.02%0.90-5.97%-0.50x47.1%-2.96%REJECTED
AUDCHF117-0.23%0.45-24.84%-1.07x43.6%-26.68%REJECTED
NZDJPY120-0.10%0.74-11.83%-1.04x49.2%-12.25%REJECTED
NZDCAD110-0.06%0.77-9.11%-0.71x45.5%-6.50%REJECTED
PORTFOLIO TOTAL2840-0.03%0.88-24.84%-0.15x48.3%-3.79%

Signal Quality Gates

Monthly Consistency

Overall regime behaviour: Inconsistent

EURUSD [MIXED]GBPUSD [MIXED]USDJPY [UNSTABLE]AUDUSD [MIXED]NZDUSD [MIXED]USDCAD [MIXED]USDCHF [UNSTABLE]EURGBP [MIXED]EURJPY [UNSTABLE]EURAUD [UNSTABLE]EURNZD [MIXED]EURCAD [UNSTABLE]EURCHF [UNSTABLE]GBPJPY [UNSTABLE]GBPAUD [MIXED]GBPNZD [MIXED]GBPCAD [MIXED]GBPCHF [MIXED]AUDJPY [MIXED]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: -5.37% Return Peak: 1.15% Return Trough: -8.04% Max DD: -9.20% Max Run-Up: +8.02%
GBPUSD
Final Return: +2.30% Return Peak: 3.75% Return Trough: -4.86% Max DD: -8.60% Max Run-Up: +8.01%
USDJPY
Final Return: -13.55% Return Peak: 1.06% Return Trough: -13.55% Max DD: -14.61% Max Run-Up: +4.86%
AUDUSD
Final Return: +8.96% Return Peak: 12.94% Return Trough: -6.00% Max DD: -9.50% Max Run-Up: +18.94%
NZDUSD
Final Return: +1.48% Return Peak: 11.07% Return Trough: -4.25% Max DD: -9.59% Max Run-Up: +15.32%
USDCAD
Final Return: +7.92% Return Peak: 8.81% Return Trough: -2.30% Max DD: -5.13% Max Run-Up: +11.12%
USDCHF
Final Return: -7.38% Return Peak: 0.19% Return Trough: -8.34% Max DD: -8.52% Max Run-Up: +7.51%
EURGBP
Final Return: -2.78% Return Peak: 3.74% Return Trough: -4.43% Max DD: -8.17% Max Run-Up: +3.96%
EURJPY
Final Return: -11.80% Return Peak: 1.54% Return Trough: -14.45% Max DD: -16.00% Max Run-Up: +4.51%
EURAUD
Final Return: -1.28% Return Peak: 0.00% Return Trough: -8.17% Max DD: -8.17% Max Run-Up: +6.88%
EURNZD
Final Return: -0.27% Return Peak: 3.04% Return Trough: -6.84% Max DD: -6.84% Max Run-Up: +9.89%
EURCAD
Final Return: -8.21% Return Peak: 2.31% Return Trough: -13.05% Max DD: -15.36% Max Run-Up: +4.84%
EURCHF
Final Return: -2.66% Return Peak: 1.12% Return Trough: -3.35% Max DD: -4.47% Max Run-Up: +3.80%
GBPJPY
Final Return: -9.71% Return Peak: 0.10% Return Trough: -14.47% Max DD: -14.57% Max Run-Up: +5.51%
GBPAUD
Final Return: -1.46% Return Peak: 0.35% Return Trough: -5.42% Max DD: -5.77% Max Run-Up: +5.40%
GBPNZD
Final Return: -2.09% Return Peak: 1.30% Return Trough: -7.45% Max DD: -7.45% Max Run-Up: +8.74%
GBPCAD
Final Return: +4.29% Return Peak: 7.55% Return Trough: -0.84% Max DD: -6.29% Max Run-Up: +8.38%
GBPCHF
Final Return: -2.23% Return Peak: 2.61% Return Trough: -2.50% Max DD: -5.10% Max Run-Up: +4.24%
AUDJPY
Final Return: -0.13% Return Peak: 2.74% Return Trough: -7.92% Max DD: -10.66% Max Run-Up: +10.10%
AUDNZD
Final Return: +9.91% Return Peak: 10.45% Return Trough: 0.00% Max DD: -3.45% Max Run-Up: +10.45%
AUDCAD
Final Return: -2.60% Return Peak: 2.51% Return Trough: -5.41% Max DD: -5.97% Max Run-Up: +7.92%
AUDCHF
Final Return: -24.84% Return Peak: 0.00% Return Trough: -24.84% Max DD: -24.84% Max Run-Up: +5.16%
NZDJPY
Final Return: -11.83% Return Peak: 0.00% Return Trough: -11.83% Max DD: -11.83% Max Run-Up: +7.07%
NZDCAD
Final Return: -6.18% Return Peak: 0.00% Return Trough: -9.11% Max DD: -9.11% Max Run-Up: +7.89%