Candles & chart patterns · daily rule · Consumer & retail
Engulfing Switch on PDD Holdings
What the play says
Latest reading: Pattern 0.00
PDD with the play, last two years
Shading shows the play's call from the close that triggered it.
Engulfing patterns (+1 bullish, −1 bearish)
Dashed line at 0.
Growth of $10,000 since 2018
Log scale. After trading costs, with T-bill interest while out.
The record
The play against buying and holding PDD over exactly the same dates, after costs.
| Play, since 2018 | Hold, since 2018 | Play, 5 yrs | Hold, 5 yrs | |
|---|---|---|---|---|
| Annual return | +16.7% | +18.7% | +20.5% | −3.4% |
| Total return | +253% | +307% | +153% | −16% |
| Worst drawdown | −61.4% | −87.4% | −50.2% | −74.6% |
| Volatility | 46.8% | 68.1% | 41.1% | 66.0% |
| Sharpe ratio | 0.50 | 0.55 | 0.57 | 0.21 |
| Time invested | 59% | 100% | ||
| Switches per year | 5.8 | 0 |
Every call, graded
Right on 23 of 47 closed calls (49%). In calls averaged +7.7%; out calls saw PDD move +4.5% on average.
| Called | Call | Price | Until | PDD moved | Result |
|---|---|---|---|---|---|
| Sep 28, 2026 | IN | $78.49 | now | +4.4% | open |
| Sep 17, 2026 | OUT | $77.73 | Sep 28, 2026 | +1.0% | ✕ wrong |
| Sep 14, 2026 | IN | $79.38 | Sep 17, 2026 | −2.1% | ✕ wrong |
| Aug 21, 2026 | OUT | $88.38 | Sep 14, 2026 | −10.2% | ✓ right |
| Feb 20, 2026 | IN | $104.94 | Aug 21, 2026 | −15.8% | ✕ wrong |
| Feb 10, 2026 | OUT | $105.43 | Feb 20, 2026 | −0.5% | ✓ right |
| Jan 26, 2026 | IN | $106.86 | Feb 10, 2026 | −1.3% | ✕ wrong |
| Dec 30, 2025 | OUT | $113.83 | Jan 26, 2026 | −6.1% | ✓ right |
| Oct 17, 2025 | IN | $128.48 | Dec 30, 2025 | −11.4% | ✕ wrong |
| Aug 11, 2025 | OUT | $113.04 | Oct 17, 2025 | +13.7% | ✕ wrong |
| May 22, 2025 | IN | $119.80 | Aug 11, 2025 | −5.6% | ✕ wrong |
| Oct 23, 2024 | OUT | $122.34 | May 22, 2025 | −2.1% | ✓ right |
An in call is right when the price rose before the next call; an out call is right when it fell. The latest 12 of 48 calls shown.
How the play works
- Bullish engulfing: after a decline, a down day (close below open) is followed by an up day that opens at or below the prior close and closes at or above the prior open.
- Bearish engulfing: after a rise, an up day is followed by a down day that opens at or above the prior close and closes at or below the prior open.
- In at the close of a bullish engulfing day. Out at the close of a bearish engulfing day. Otherwise the rule keeps its last call.
A decline (or rise) means the prior close is below (or above) the close 5 sessions before it. Nison and Bulkowski require a prior trend but give no number.
Nison weighs support, resistance and confirmation, which a mechanical rule cannot judge. No confirmation day is required here.
Shadows are ignored, as both Nison and Bulkowski allow. One edge of the new body may equal the old body's edge, as in the TA-Lib pattern library, but not both.
Crypto trades around the clock, so a coin's daily open is just the prior close. For coins the open is taken as the prior close, and the pattern becomes a close beyond the prior day's open.
Where the rules come from
The case against
Valeriy Zakamulin tested moving-average timing on up to 155 years of U.S. stock data and found no statistically significant edge in the second half of that record. The rules earned their keep in a few severe bear markets and lagged buy and hold for long stretches in between.