Moving average crossover (20/50) · stop 2× ATR(20), exit at the 10-day low
With no fixed target, a winner's gain is not capped: the position is closed only when the move that justified it breaks down, letting profits run while each attempt's loss stays capped at the risk measured by recent volatility.
Measured in crypto — Binance spot · 540 pairs, delisted ones included · 0.2% per round trip
- ✓invariance
- ?costs
- ?placebo
- ✓benchmark
- ✓out of sample
- ?multiple testing
At its worst the account was worth 10% less than its own best previous moment, and it spent 458 days below that peak.
What was measured
How many of those trades actually count
What it paid, before any deductions
Where it stalled · the broker's fee
What would have happened to the money
What this result does NOT say
- One market, one universe
- Measured on 48 spot cryptocurrency pairs, delisted ones included. It says nothing about futures, equities or indices, nor about how the same technique behaves in another market.
- One window of time, not every window
- The measured period runs from 2018-04-17 to 2026-07-28. A market moves through regimes, and a technique can work in one and fail in another — the card measures the regimes that fit inside this window, not the ones still to come.
- One cost structure
- The cost charged is 0.10% per leg, in and out. Anyone paying more than that gets a worse result, and anyone paying less gets a better one — the verdict holds for this fee.
- One exit rule
- The trade was closed by: the auditor's fixed horizon (10 bars). The same entry measured with a different exit is a different strategy, and can earn a different verdict — it happens in this archive.
- The same technique, measured by another exit
- This technique was also audited under a different exit rule — stop or target, whichever comes first — and there the verdict is <strong>FAILED</strong>. They are different questions about the same technique, and both are published: the claim that passes on a fixed horizon and the claim that passes on the exit the technique itself teaches <strong>are not the same claim</strong>.
- The number of trades is not the sample size
- There are 1,195 trades, but only 27 independent market episodes: a single move fires the technique across dozens of assets at once, and counting those as separate observations inflates any result. It is the smaller number that governs the arithmetic. With 27 episodes, what the data supports is a range from -1.66% to +5.44% per trade — the published average is the centre of it, not the exact measurement.
- Daily bars
- Measured at the daily close. Nothing here measures what happens inside the day, and an intraday technique is not auditable with this data.
Numbers and reproducibility
The six controls
| control | status | t | threshold | episodes |
|---|---|---|---|---|
| invariance | passed | — | — | — |
| costs | inconclusive | 0.98 | 2.06 | 27 |
| placebo | inconclusive | 1.12 | 2.06 | 27 |
| benchmark | passed | — | — | — |
| out of sample | passed | — | — | — |
| multiple testing | inconclusive | — | — | — |
- invariance1195 signals across 64178 barsconcentration: +33.34% of the profit sits in the top 5% of trades — with the dates shuffled, +34.79% (fails above +50.00%)
- costsgross +1.889% · cost 0.200% · net +1.689% (t=0.98) · the range runs from -1.858% to +5.237%
- placeboactual +1.689% · placebo -0.245% · excess +1.934% ± 1.729% (t=1.12 against a threshold of 2.06, 27 real groups, 59,750 sham dates, draw error ±0.086%)
- benchmarktechnique +1.69% · buy and hold (same horizon) -0.37% · excess +2.06%
- out of sampleasset half A: +2.245% (t=1.73, 23 episodes) · asset half B: +1.074% (t=0.57, 27 episodes) · liquid half (>= US$ 2,414,358/day): +2.556% (t=1.31, 27 episodes) · illiquid half: +0.733% (t=0.44, 23 episodes) · period 1/4 (2018-07-27 a 2022-11-14): +1.535% (t=0.53, 15 episodes) · period 2/4 (2022-11-15 a 2024-04-14): +3.588% (5 episodes — too small, does not count) · period 3/4 (2024-04-15 a 2025-05-31): -0.739% (5 episodes — too small, does not count) · period 4/4 (2025-06-02 a 2026-07-18): +2.408% (5 episodes — too small, does not count)
- multiple testing1 variation(s) tested · t=0.98 across 27 episodes (equivalent to t=0.93) · p≈0.3506 · false positives expected by chance ≈ 0.35
Equity — outside the six controls, and here is why
The t of the trade series is invariant to bet size: 0.5%, 1% and 3% agree to the sixth decimal. Nothing here moves the verdict — it moves what the account would have lived through.
- risking 1.0% per trade
- ×1.21
- worst drawdown from the peak
- −10%
- days below the previous peak
- 458
- signals refused for lack of capital
- 0%
- paths where the account halved (out of 12)
- 0
Reproducibility
- period
- 2018-04-17 to 2026-07-28
- assets that traded
- 48
- variations tested before this one
- 1
- gross per trade
- +1.89%
- net per trade
- +1.69%
- exit rule
- the auditor's fixed horizon (10 bars)
- horizon bars
- 10
- fee per leg
- 0.001
- episode days
- 112
- seed
- 20260728
- fast average
- 20
- slow average
- 50
- ATR multiple
- 2.0
- ATR period
- 20
- exit period
- 10
Binance spot klines (delisted pairs included) · collected from 2026-07-27 23:31 to 2026-08-03 10:49 · 48 assets · 64,178 bars · 2018-04-17 to 2026-07-28
Hypothesis, filed before the result
FAILED — clears the gate, but the engine rejects it for lack of a thrust.
filed on 2026-08-06, before the number existed
The original, as it was filed
REPROVADO — passa portão, mas motor rejeita por falta de arremesso.
Pre-registration exists to keep prediction apart from rationalisation: written after the number, every hypothesis is right.
This claim has been audited once — there is no history to compare against.