Gold Quant Lab SIMULATED

Gold Signal Performance — The Record So Far

The published result of every completed XAUUSD simulated signal, including the measurements that do not flatter the system.

Completed

10

1 calibration order excluded

Net result

+4.41R

average 0.44R per signal

Win rate

60.0%

profit factor 3.013

Max drawdown

-1.15R

longest losing streak 3

Profit retention

54.3%

of peak profit kept

Profit given back

5.06R

peak minus realised

Simulated-account statistics - not proof of future profitability. This is a young forward record on a simulated account and the sample is small. A strategy family with two closed trades tells you essentially nothing, and is shown anyway rather than hidden until the numbers improve.

Equity and daily results

Closed trades only — realised · UTC calendar day, dated by when a trade closed

Net P/L

+$130.05

realised

Net R

+3.00R

average 3.00R per trade

Trades

1

0 opened in period

Wins

1

closed in profit

Losses

0

closed at a loss

Win rate

100.0%

202142031020406205022059900:0001:3503:1505:0006:4008:25

Equity 20291 → 20448 (+156.65) 67 samples

Account equity across Today

Daily performance

Result for each trading day
Date Trades Wins Losses Win rate Net P/L Net R
2026-09-02 1 1 0 100% +$130.05 +3.00R
2026-09-01 9 5 4 56% +$120.75 +1.41R

By strategy family

GroupN Net RAverage WinPF Retention
bko 3 -0.87R -0.29R 33% 0.169 -0%
cont 2 +1.59R +0.80R 100% Not recorded 130%
rvs 2 +0.31R +0.16R 50% 1.314 161%
swg 1 +0.52R +0.52R 100% Not recorded 17%
tpb 2 +2.86R +1.43R 50% 20.732 61%

By direction

GroupN Net RAverage WinPF Retention
BUY 2 -2.04R -1.02R 0% 0 Not recorded
SELL 8 +6.45R +0.81R 75% 43.769 54%

By session

GroupN Net RAverage WinPF Retention
london 5 +1.25R +0.25R 80% 2.198 45%
london ny overlap 4 +0.16R +0.04R 25% 1.142 29%
new york 1 +3.00R +3.00R 100% Not recorded 100%

Trend versus reversal

GroupN Net RAverage WinPF Retention
breakout 3 -0.87R -0.29R 33% 0.169 -0%
reversal 2 +0.31R +0.16R 50% 1.314 161%
trend 5 +4.96R +0.99R 80% 35.312 54%

By layer depth

L1 is a first entry; deeper layers are additions to an existing thesis
GroupN Net RAverage WinPF Retention
L1 10 +4.41R +0.44R 60% 3.013 54%

What these numbers do and do not show

Net R is after measured costs of about 0.19R per round trip. Retention is realised result divided by the best the trade showed, aggregated over trades that actually went into profit — not an average of per-trade ratios, which would be meaningless across trades that never won.

What this record cannot show is whether the edge persists. A forward simulated record of this length is a check that the system does what it was built to do, not evidence about future returns. The research behind it is deliberately kept separate from a sealed holdout that has never been examined.

Every individual signal and its decision record →