Short-MA pullback hunter (MA7/RSI6)
Fast, very short-term bounces validated by a confluence of price and oscillator crossovers (recent bullish strength) occur predominantly within a structural uptrend. The touch of a longer average (SMA25) marks the return to the move's natural resistance, and taking profit at a fixed reward-to-risk protects you when the SMA25 does not form in time — the technique captures the quick give-back without open-ended exposure.
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 100% less than its own best previous moment, and it spent 3,161 days below that peak.
What was measured
How many of those trades actually count
What it paid, before any deductions
Why it did not pass — it died here · where the result came from
What would have happened to the money
The account would not fit every signal
What this result does NOT say
- One market, one universe
- Measured on 530 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 2017-08-17 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: stop or target, whichever comes first. The same entry measured with a different exit is a different strategy, and can earn a different verdict — it happens in this archive.
- The number of trades is not the sample size
- There are 26,420 trades, but only 29 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 29 episodes, what the data supports is a range from -7.13% to -5.83% 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 | failed | — | — | — |
| costs | failed | -20.94 | 2.05 | 29 |
| placebo | failed | -7.28 | 2.05 | 29 |
| benchmark | failed | — | — | — |
| out of sample | failed | — | — | — |
| multiple testing | passed | — | — | — |
- invariance72% of the gross profit comes from 1321 trades (5% of the total) — lotteryconcentration: +71.57% of the profit sits in the top 5% of trades — with the dates shuffled, +43.71% (fails above +50.00%)
- costsgross -6.478% · cost 0.200% · net -6.678% (t=-20.94)
- placeboactual -6.678% · placebo -3.505% · excess -3.174% ± 0.436% (t=-7.28 against a threshold of 2.05, 29 real groups, 1,320,623 sham dates, draw error ±0.007%)
- benchmarktechnique -6.68% · buy and hold (same horizon) -0.12% · excess -6.56%
- out of sampleasset half A: -6.451% (t=-19.90, 29 episodes) · asset half B: -6.919% (t=-16.28, 28 episodes) · liquid half (>= US$ 2,072,457/day): -6.692% (t=-20.49, 29 episodes) · illiquid half: -6.663% (t=-16.83, 25 episodes) · period 1/4 (2017-12-01 a 2021-10-28): -7.981% (t=-15.17, 13 episodes) · period 2/4 (2021-10-29 a 2023-11-09): -6.709% (8 episodes — too small, does not count) · period 3/4 (2023-11-10 a 2024-11-15): -5.955% (4 episodes — too small, does not count) · period 4/4 (2024-11-16 a 2026-07-27): -6.073% (7 episodes — too small, does not count)
- multiple testing1 variation(s) tested · t=-20.94 across 29 episodes (equivalent to t=-20.04) · p≈0.0000 · false positives expected by chance ≈ 0.00
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
- ×0.00
- worst drawdown from the peak
- −100%
- days below the previous peak
- 3,161
- signals refused for lack of capital
- 12%
- paths where the account halved (out of 12)
- 12
Reproducibility
- period
- 2017-08-17 to 2026-07-28
- assets that traded
- 530
- variations tested before this one
- 1
- gross per trade
- −6.48%
- net per trade
- −6.68%
- exit rule
- stop or target, whichever comes first
- median duration bars
- 1
- max duration bars
- 28
- intrabar ambiguity
- 16.8
- target
- TRAILING — recomputed on every bar
- pricing error
- filled at the LEVEL, not at the close — and the error of any pricing approximation scales with the INVERSE of the duration above (measured on 2026-08-04: −0.640 p.p. on a 3-bar technique, +0.006 p.p. on an 85-bar one)
- fee per leg
- 0.001
- episode days
- 112
- seed
- 20260728
- SMA short
- 7
- SMA medium
- 25
- SMA long
- 99
- RSI period
- 6
- target multiple
- 1.5
Binance spot klines (delisted pairs included) · collected from 2026-07-27 23:31 to 2026-08-03 10:49 · 540 assets · 750,934 bars · 2017-08-17 to 2026-07-28
Hypothesis, filed before the result
Fast very-short-term pullbacks validated by the confluence of a price crossover and an oscillator (recent bullish strength) occur predominantly within a bullish structural trend. The touch of a longer average (SMA25) marks the return to the move's natural resistance, and taking profit at a fixed risk-reward protects the trade when the SMA25 does not form in time.
filed on 2026-08-08, before the number existed
The original, as it was filed
Repiques rápidos de curtíssimo prazo validados por confluência de cruzamento de preço e oscilador (força de alta recente) ocorrem predominantemente em tendência estrutural de alta. O toque em uma média mais longa (SMA25) marca o retorno à resistência natural do movimento, e a realização em risco-retorno fixo protege quando a SMA25 não se forma a tempo.
Pre-registration exists to keep prediction apart from rationalisation: written after the number, every hypothesis is right.
The same technique in the other market
The verdict held in the other market too, on independent data.
- cryptoFAILED← this one
- cryptoFAILEDopen that card
This claim has been audited once — there is no history to compare against.