High-frequency engine. Market entry, direction chosen by a multi-timeframe vote plus a gradient-boosted selector; every exit is managed by the process itself.
run state MEDIDO · PF 4.943244575728733 vs official minimum 2.5 · freeze VALID — no artefact moved during the run — The state comes from the certificate. This page can display it; it cannot change it.
COSTS CHARGEDspread — Real spread of every second, inside the tick-by-tick result commission — Zero — what this account charges slippage — Zero in the base case; one point charged in the stress scenario
ENTRY / RISKMarket order; direction chosen by a multi-timeframe vote plus the GBT selector. Fixed minimum lot. Target, stop and time-stop are computed and executed by the process itself; the broker never receives a stop-loss or take-profit. No martingale, no grid averaging, no risk increase after a loss.
BUILD IDENTITYversion NEXORA_HFT_MODERNO_CERTIFIED hft_selector.pkl b3e82f2d7d48…0974 scalper_hft.py 3fae6076551c…f5d3 same file when certified 5f6743914704…55f0 config 50354907153c…938c
Independent feed validation
The models were built and certified on one broker feed and then evaluated, without a single parameter being retuned, on the tick history of a second broker that took no part in their construction. If the result holds, the edge did not belong to the broker.
Every instrument in the universe is listed, including the weak ones and the ones with no sample. An instrument without sufficient tick history is shown as NOT CERTIFIED - INSUFFICIENT SAMPLE, which is missing data and not a failure.
Instrument
Status
Trades
Profit Factor
Net resultâ–¼
Expectancy / trade
Hit rate
Max drawdown
Share of profit
MetaQuotes feed
XAUUSD
Measured
185,408
6.432
+€83,043.90
0.44790
87.92 %
43.27
49.44 %
10.791
XAGUSD
Measured
5,119
10.187
+€10,681.81
2.08670
87.87 %
113.54
6.36 %
13.726
AUDUSD
Measured
113,694
7.428
+€6,765.89
0.05951
89.86 %
3.50
4.03 %
1.999
GBPNZD
Measured
101,898
2.406
+€6,408.10
0.06289
68.92 %
16.24
3.81 %
1.152
USDJPY
Measured
93,153
10.384
+€6,370.68
0.06839
92.75 %
3.20
3.79 %
3.560
EURAUD
Measured
62,841
5.094
+€5,983.54
0.09522
81.13 %
4.26
3.56 %
3.260
GBPUSD
Measured
56,357
11.457
+€5,723.58
0.10156
92.47 %
4.43
3.41 %
4.578
CHFJPY
Measured
79,244
2.810
+€5,277.01
0.06659
72.28 %
8.92
3.14 %
2.232
AUDJPY
Measured
75,761
5.480
+€4,911.09
0.06482
83.18 %
3.41
2.92 %
3.369
EURNZD
Measured
81,462
2.239
+€4,357.51
0.05349
66.19 %
9.43
2.59 %
1.302
EURUSD
Measured
58,200
22.466
+€4,023.94
0.06914
96.32 %
3.02
2.40 %
4.065
USDCHF
Measured
37,095
7.961
+€3,520.15
0.09490
88.66 %
5.23
2.10 %
3.377
NZDUSD
Measured
58,314
3.407
+€3,277.11
0.05620
74.79 %
2.67
1.95 %
1.946
USDCAD
Measured
52,720
9.593
+€3,177.94
0.06028
90.66 %
2.92
1.89 %
2.972
CADJPY
Measured
47,018
4.048
+€3,156.84
0.06714
77.07 %
3.50
1.88 %
2.854
AUDCHF
Measured
51,583
2.838
+€3,097.34
0.06005
70.55 %
6.95
1.84 %
1.663
EURCHF
Measured
37,003
3.503
+€2,802.62
0.07574
75.51 %
6.86
1.67 %
2.122
AUDCAD
Measured
54,798
2.500
+€2,074.62
0.03786
67.73 %
2.60
1.24 %
1.493
EURCAD
Measured
16,802
3.301
+€1,223.44
0.07282
73.42 %
3.34
0.73 %
2.300
AUDNZD
Measured
63,834
1.798
+€1,121.48
0.01757
61.02 %
8.97
0.67 %
1.094
CADCHF
Measured
15,991
2.331
+€970.12
0.06067
66.29 %
5.30
0.58 %
1.665
GBPCAD
Measured
193
2.301
+€8.09
0.04190
65.80 %
0.57
0.00 %
2.044
GBPJPY
Measured
44
3.413
+€2.54
0.05769
70.45 %
0.52
0.00 %
4.011
EURGBP
Measured
97
2.204
+€2.28
0.02355
61.86 %
0.26
0.00 %
3.427
EURJPY
Measured
9
7.731
+€0.94
0.10435
88.89 %
0.14
0.00 %
5.639
GBPAUD
NOT CERTIFIED - INSUFFICIENT SAMPLE
DATA NOT AVAILABLE
DATA NOT AVAILABLE
DATA NOT AVAILABLE
DATA NOT AVAILABLE
DATA NOT AVAILABLE
DATA NOT AVAILABLE
DATA NOT AVAILABLE
2.065
GBPCHF
NOT CERTIFIED - INSUFFICIENT SAMPLE
DATA NOT AVAILABLE
DATA NOT AVAILABLE
DATA NOT AVAILABLE
DATA NOT AVAILABLE
DATA NOT AVAILABLE
DATA NOT AVAILABLE
DATA NOT AVAILABLE
1.938
NZDCAD
NOT CERTIFIED - INSUFFICIENT SAMPLE
DATA NOT AVAILABLE
DATA NOT AVAILABLE
DATA NOT AVAILABLE
DATA NOT AVAILABLE
DATA NOT AVAILABLE
DATA NOT AVAILABLE
DATA NOT AVAILABLE
1.153
NZDCHF
NOT CERTIFIED - INSUFFICIENT SAMPLE
DATA NOT AVAILABLE
DATA NOT AVAILABLE
DATA NOT AVAILABLE
DATA NOT AVAILABLE
DATA NOT AVAILABLE
DATA NOT AVAILABLE
DATA NOT AVAILABLE
1.060
NZDJPY
NOT CERTIFIED - INSUFFICIENT SAMPLE
DATA NOT AVAILABLE
DATA NOT AVAILABLE
DATA NOT AVAILABLE
DATA NOT AVAILABLE
DATA NOT AVAILABLE
DATA NOT AVAILABLE
DATA NOT AVAILABLE
1.674
Click a column to sort. Weak instruments are never hidden. · Provenance: FTMO_EXTERNAL_FEED + OUT_OF_SAMPLE · 30 of 30
Distributions, not just an average. Trade-by-trade shuffling destroys losing streaks, which is exactly what produces real drawdowns; the block resampling keeps them and is the number to read.
Trade-by-trade resampling
Simulations
100,000
Positive runs
100.00%
Probability of ruin
0.000%
Drawdown p95
0.311%
Drawdown p99
0.611%
Net, p5
+€163,958.60
Net, median
+€167,937.43
Net, p95
+€172,139.93
Block resampling (one week per block)
Simulations
100,000
Positive runs
100.00%
Probability of ruin
0.000%
Drawdown p95
0.519%
Drawdown p99
0.719%
Net, p5
+€117,359.49
Net, median
+€157,663.42
Net, p95
+€262,184.98
Block size
6,561
Block resampling keeps the losing streaks that trade-by-trade shuffling destroys. This is the number to read.
Walk-forward
Every window is published, in order, including the weakest ones.
The base case charges the real spread of every second. These rows charge more: wider spreads, slippage, execution delay and partial loss of the result.
Scenario
Profit Factor
Net result
Trades
Hit rate
Max drawdown
estres_x1.25
3.686
+€133,565.13
1,348,631
78.04%
100.88
estres_x1.50
2.717
+€99,148.14
1,348,629
75.54%
133.24
estres_x2.00
1.399
+€30,314.65
1,348,629
72.06%
3,540.78
slippage_1pt
4.198
+€148,173.26
1,348,638
78.81%
87.87
retraso_4s
3.793
+€149,857.92
1,348,638
77.17%
187.28
retraso_8s
3.069
+€133,023.09
1,348,638
74.58%
209.34
perder_3pct
4.956
+€166,733.47
1,336,489
80.38%
83.32
TODO_A_LA_VEZ
1.808
+€60,885.29
1,336,480
70.57%
305.50
Known limitations of this method
These are properties of the certification you are reading, stated in the present. A page that declares the limits of its own method is worth more than one that only shows results.
MEDIUM1 artefact(s) differ between the validation freeze and the release freeze
scalper_hft.py was hashed again when the release was frozen and is not byte-identical to the copy hashed when the validation started. The validation itself is unaffected - it was verified intact at the moment it finished - but the shipped build of this engine is not the same bytes as the audited one for that file. Both hashes are published side by side so the difference is checkable rather than implied.
Source file: CONGELACION_CIERRE.json cross-check vs CONGELACION_HASHES.json
HIGHExecution quality is modelled, not observed
Entries are market orders and every position is closed by the process itself within 150 seconds at most. The run charges the real per-second spread but assumes the simulated fill price: requotes, partial fills and broker rejections are not part of the base case.
HIGHSlippage and rejections can only be measured by trading
The base case charges the real per-second spread, zero commission (what this account charges) and zero slippage; one point of slippage is charged in the stress scenario. There is no live dataset, so real slippage and rejection rates remain unmeasured.
Nothing on this page is a live result. Every figure comes from historical tick data. A LIVE VERIFIED figure would carry that label and there is none today.
Source file: certificate.status
MEDIUM10 of 30 instruments lack sufficient external tick history
5 instruments returned zero valid instants and 5 returned a partial history. That is missing data, not a failure. Those instruments stay in the universe and appear in every table as NOT CERTIFIED - INSUFFICIENT SAMPLE.
Source file: COBERTURA_DATOS_FTMO.json
MEDIUMThe reference feed understates the metals tick value
On the two metals the MetaQuotes feed declares a point value 8.79x below what its own contract implies, while the external feed is consistent with the contract. Profit Factor is a ratio and survives, but any euro figure for metals measured on MetaQuotes is understated - profit and risk alike. The fix is documented and deliberately not applied: touching it inside a frozen validation would void the run.
Source file: HALLAZGO_METALES.json
INFORead the profit factor in context
Professionally managed strategies typically run a profit factor between 1.2 and 2.0. The figures here are measured over historical ticks at the minimum lot with a small per-trade expectancy. They are not a claim that such a ratio survives live execution, size or capacity. Read them next to the drawdown, the trade count and the stress table, never alone.
Combinatorially symmetric cross-validation returns a probability of backtest overfitting of 67.06% on the decision threshold: the configuration that wins in one slice of time tends to under-perform in the next. Published as measured. Its scope is the threshold only - model and geometry were frozen before this run.
Source file: HFT_FTMO_PBO.json
MEDIUMResult concentration
A large share of the net result comes from a single instrument. The per-instrument table publishes the exact share so the concentration stays visible instead of being averaged away.
Source file: per-pair tables
Release readiness
Frozen, rollback proven, pre-flight passed. Not armed, not live, no order sent.
PRE-FLIGHT CHECKS16 / 20
ARMEDNO
LIVENO
OPEN ITEMS4
Open items, verbatim from the pre-flight report:
Check
State
Level
backend unico
FALLO
AVISO
cuenta y servidor
NO VERIFICABLE
AVISO
simbolos operables
NO VERIFICABLE
AVISO
volumen minimo y paso
NO VERIFICABLE
AVISO
Evidence ledger
Every file the figures on this page were read from, with its SHA-256. The hashes are published as proof of integrity; the models themselves are not.
Forex and CFD trading requires experience, discipline and responsible account management. Nexora supports analysis and execution workflows and is not a regulated financial advisor. Read disclaimer
