Gold Quant Lab SIMULATED

Gold Trading Analysis — How Each XAUUSD Signal Is Judged

This page describes the analysis itself: what the system measures before it will take a gold trade, and what those measurements currently read.

XAUUSD

4325.90

broker mid price

Session

asia

server time, UTC

Higher timeframe

balanced

conviction 39%

Day range

53.53

54% of the daily ATR

Volatility

normal

spread 260 points

Open signals

4

simulated positions running

Direction is scored, not guessed

The higher-timeframe reading is a single graded score built from six independent components, each voting on direction, and three further readings that can only attenuate the result and never flip its sign. The components are weekly structure, the last few daily candles, daily structure, the four-hour balance, the one-hour structure, and the progression of daily swings.

The attenuators are trend strength, volatility regime and news posture. A contracting market or an important scheduled release reduces conviction; neither can turn a bearish read bullish. The bands that separate neutral from directional, and directional from strong, were fixed in advance rather than chosen to make a backtest look better.

The reading right now

Higher timeframe direction score components
ComponentScore What it measured
weekly structure 0.47 3 weeks, mean close position -0.05, 3-week swing +1.0
daily candles -0.02 3 daily close positions [+0.45, +0.47, -0.97]
daily structure 0.50 D1 flat/higher_highs
h4 balance -1.00 H4 down/lower_lows
h1 structure -1.00 H1 down/lower_lows
daily swing progression 0.00 close 4324.64 inside the last daily swing range
trend strength 0.51 daily net move -0.08 ATR, conviction x0.51
volatility regime 1.00 normal, conviction untouched
news posture 0.75 block_new_entries, conviction x0.75

Location: where a trade sits in the move

Direction alone is not a trade. A bearish reading says nothing about whether the current price is a good place to sell — selling after a long decline into support and selling a rejection from the day's high are opposite bets with the same "direction".

So the system maintains a map of the day's reference levels and measures where price sits relative to them, in ATR units. It distinguishes a level that was simply traded beyond from one that was reached for and given back, which is the difference between a trend and a sweep.

Reference levels around the current price
LevelPrice SideDistance (ATR) Traded through
previous day high 4461.478 upper 15.32 no
previous day low 4322.672 lower -0.46 yes
previous week high 4697.107 upper 42.11 no
previous week low 4445.288 lower 13.48 yes
swing high 4335.758 upper 1.03 no
swing low 4282.227 lower -5.06 no

Risk, cost and invalidation

Every signal must define where it is wrong before it defines what it hopes to make. The stop sits behind structure the market has already respected, and the distance from entry to that stop must fall within a sane band relative to the risk unit — too tight and the trade is noise, too wide and the reward is not worth the exposure.

Cost is a gate. The spread as a fraction of ATR is checked before a signal is allowed, and the measured round-trip friction of about 0.19R is subtracted from every result reported on this site. The numbers on the performance page are after costs.

What the analysis does not claim

It does not forecast. It does not assign a probability to the next move. There is no confidence percentage attached to a signal, because a fabricated confidence number reads as meaningful and is not.

The system measures magnitude — how much of a normal day's range has been used, how extended a move is — more confidently than it measures direction, and the published record is arranged so you can check that claim rather than take it.

Every figure on this page comes from a simulated account. Simulated results are a record of what a system did, not a promise of what it will do. Nothing here is investment advice, and no result is guaranteed.

Recent signals produced by this analysis

Completed simulated signals
ClosedDirectionRule EntryExit ResultPeak KeptSession Reasoning
02 Sep 2026 01:02 UTC SELL tpb@2.0.0 4334.792 4308.781 +3.00R +3.00R 100% new york Sell: H4/H1 bearish, M15 pulled back into the trend, in the New York session.
01 Sep 2026 13:01 UTC BUY rvs@1.0.0 4364.720 4342.468 -1.00R 0.00R Not recorded london ny overlap Buy: H4/H1 bearish, in the London/NY overlap.
01 Sep 2026 14:00 UTC SELL tpb@2.0.0 4367.682 4370.848 -0.14R +1.68R -9% london ny overlap Sell: H4/H1 bearish, M15 pulled back into the trend, in the London/NY overlap.
01 Sep 2026 14:00 UTC SELL bko@1.0.0 4370.990 4371.152 -0.01R +1.50R -0% london ny overlap Sell: H4/H1 bearish, M15 range broken, M5 held the break, in the London/NY overlap.
01 Sep 2026 13:01 UTC SELL rvs@1.0.0 4374.575 4345.863 +1.31R +0.82R 161% london ny overlap Sell: H4/H1 bearish, in the London/NY overlap.
01 Sep 2026 14:00 UTC SELL swg@1.0.0 4379.309 4371.152 +0.52R +3.06R 17% london Sell: H4/H1 bearish, H4 trending, in the London session.
01 Sep 2026 13:00 UTC SELL cont@1.0.0 4376.014 4351.014 +1.33R +1.03R 130% london Sell: H4/H1 bearish, H1 trending, M15 agreeing, M5 continued through the prior extreme, in the London session.
01 Sep 2026 13:00 UTC BUY bko@1.0.0 4384.758 4349.733 -1.04R 0.00R Not recorded london Buy: H4/H1 bearish, M15 range broken, M5 held the break, in the London session.
01 Sep 2026 07:53 UTC SELL bko@1.0.0 4425.042 4420.627 +0.18R 0.00R Not recorded london Sell: H4/H1 bearish, M15 range broken, M5 held the break, in the London session.
01 Sep 2026 07:53 UTC SELL cont@1.0.0 4425.042 4420.627 +0.26R 0.00R Not recorded london Sell: H4/H1 bearish, H1 trending, M15 agreeing, M5 continued through the prior extreme, in the London session.