Northmark
Forex
5 min read

Does Automated Scalping Survive Real Costs? Live Lab Report 2026-W32

We judge 24 micro-session scalping cells daily against measured MT5 costs (hour-of-day spread percentiles + auto-derived commission). Surviving cells: 0. Primary data, every trade published.

Fact-checked · Last verified August 2, 2026

About the accuracy of information: The figures and regulatory information on this page were verified by the editorial team against each company's official website and the regulator's registry as of August 2026 update. Since bonus amounts, spreads, and regulatory status may change, our editorial team rechecks primary sources with each update. Read detailed disclaimer

Does Automated Scalping Survive Real Costs? Live Lab Report 2026-W32

What this is

A weekly report from our lab that judges "automated scalping" with measured data, not marketing.

  • We test 24 pre-registered micro-session cells (Tokyo open, Tokyo fix, London open, round numbers, rollover, z-score extremes) holding 5–90 minutes. Sub-minute scalping is excluded up front: retail round-trip costs (0.7–1.1 pips) and 60–200ms fills make it arithmetically dead.
  • Costs are not advertised spreads: we use hour-of-day spread percentiles measured on our own MT5 account (p75) plus commission auto-derived from deal history.
  • Every cell runs SHADOW (virtual fills) first and is promoted to live orders only after a pre-registered statistical gate (n≥100, PF≥1.1, z≥1.65). Every trade, win or lose or skipped, is published here.

Current verdict (24 backtest cells)

Surviving cells: 0 of 24. None of the pre-registered cells cleared "statistically significant positive after measured costs". That is the honest result. The 05:35 JST daily recalibration keeps re-judging as data grows; any survivor automatically enters SHADOW verification.

CellnNet (pips)PFCost share
EURJPY London-open 15min follow742-694.00.9018%
USDJPY round-number fade2519-2163.70.896%
EURJPY round-number fade2701-3310.80.8410%
EURUSD round-number fade1547-1940.30.788%
GBPUSD London-open 15min follow745-1478.10.7418%
USDJPY London-open 15min follow801-1655.90.7418%
GBPUSD round-number fade2358-5074.00.7110%
EURUSD London-open 15min follow737-1440.80.6819%
USDJPY Tokyo-fix drift1448-3144.00.6229%
USDJPY post-fix reversal1215-3354.30.5925%
EURJPY post-fix reversal1112-3049.20.5931%
USDJPY Tokyo-open impulse fade997-2674.30.5629%
USDJPY M1 z-score extreme fade1686-3818.70.5427%
EURJPY Tokyo-fix drift1332-4053.00.5334%
EURJPY Tokyo-open impulse fade887-2917.30.4837%
GBPUSD M1 z-score extreme fade1415-2833.40.4641%
EURJPY M1 z-score extreme fade1381-4373.40.4336%
GBPUSD Tokyo-open impulse fade867-1806.30.4353%
EURUSD M1 z-score extreme fade1472-2654.50.4141%
EURUSD Tokyo-open impulse fade909-1752.20.4148%
USDJPY post-rollover fade752-2524.50.2980%
EURJPY post-rollover fade785-3996.40.17106%
GBPUSD post-rollover fade648-2461.10.09150%
EURUSD post-rollover fade750-2218.70.08147%

Most instructive finding: the Tokyo-fix drift (USDJPY 9:30→9:55 upward bias) is real (+0.5p/day gross) — but the measured spread in that hour is ~5x larger. The edge exists; costs eat it. That is what scalping actually looks like. London-open follow came closest (PF 0.74–0.90), yet every cell lost across every year block.

Measured cost reality (the real battlefield)

PairSpread nowMeasured p75RT commission (pips)Commission sourceRT cost (p75)
USDJPY4.25official spec table
EURUSD3.08official spec table
EURJPY5.80official spec table
GBPUSD4.35official spec table

Measured on: — (—, account currency —). Spreads are measured percentiles with stale ticks excluded; commission is auto-derived from deal history (falling back to the official spec table).

This week’s trades (SHADOW + live, all of them)

This week had zero trades and zero skips (quiet weeks get reported too).

The per-trade detail (time, cell, shadow/live, side, exit reason, net pips, plus the breakdown of skip reasons) and the reason for every skip are published in our verified Discord channel.

Why it is gated: the detail is the execution record of a real account — the most valuable thing we can hand a reader. We give it to people who opened their account through this site (we only match your account number against our partner ledger; no email, no password). The cumulative record, win/loss split and costs above stay public on this page — we do not show you the wins and hide the losses.

See how to open an account and verify

Auto-learning status

Every day at 05:35 JST we re-evaluate the 24 pre-registered cells on incrementally updated M1 data, swapping survivors in and auto-demoting decayed ones (no open-ended hypothesis mining — that is how you overfit). Current survivors: 0. Last re-evaluation: 08/03 05:35 JST.

Disclaimer

This is not investment advice. All numbers are measured on our own verification account and do not guarantee future results. Scalping is the trading style most dominated by transaction costs; in most environments its expectancy is negative.

Tags
#forex#scalping#algorithmic-trading#verification#spreads#track-record

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