The best indicator for Li Auto
We backtested 382 indicators across daily, weekly and hourly charts on real Li Auto history. Here's what actually worked — risk-adjusted over the full backtest, with costs, and checked out-of-sample.
Where Li Auto stands
Computed from our own daily OHLCV history, not quoted from a third party. Moving averages use closing prices; "52-week" is the last 252 trading sessions.
Inside-Bar Breakout
On the daily chart, this is the strongest risk-adjusted edge we found for Li Auto over ~6.1 years — beating buy-and-hold by 19.4% CAGR.
Li Auto on the daily chart
The timeframe our backtest found best for this asset. The chart is live market data; the results above are hypothetical and historical.
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The winner on each chart
Every indicator, ranked
Ranked by Sharpe (risk-adjusted return). Hypothetical, fees included.
| # | Indicator | TF | CAGR | Sharpe | Max DD | Win | Trades | vs B&H |
|---|---|---|---|---|---|---|---|---|
| 1 | Inside-Bar Breakout ✓ | Daily | 13.4% | 0.74 | -20.6% | 40.0% | 25 | 19.4% |
| 2 | Chop Zone (EMA-34 angle) | Daily | 17.8% | 0.69 | -36.2% | 50.0% | 22 | 23.8% |
| 3 | Supertrend Fast (10,2) | Daily | 23.9% | 0.68 | -43.2% | 41.0% | 39 | 29.9% |
| 4 | Supertrend (10,2) | Daily | 23.9% | 0.68 | -43.2% | 41.0% | 39 | 29.9% |
| 5 | Fisher Center-of-Gravity | Daily | 19.0% | 0.65 | -56.4% | 46.4% | 181 | 25.0% |
| 6 | Range Filter | Daily | 13.9% | 0.58 | -33.6% | 47.7% | 88 | 19.9% |
| 7 | WMA 10/30 Cross | Daily | 17.2% | 0.58 | -53.9% | 51.4% | 35 | 23.3% |
| 8 | Supertrend (7,2) | Daily | 18.1% | 0.58 | -51.9% | 39.0% | 41 | 24.1% |
| 9 | QQE MOD ✓ | Daily | 15.3% | 0.55 | -44.4% | 40.3% | 62 | 21.4% |
| 10 | Deviation-Scaled MA | Daily | 15.8% | 0.55 | -48.4% | 39.6% | 149 | 21.8% |
| 11 | Volatility Stop (ATR) ✓ | Daily | 15.7% | 0.55 | -50.3% | 40.0% | 40 | 21.8% |
| 12 | Bollinger 10 (x1.5) Break | Daily | 11.5% | 0.54 | -25.9% | 41.1% | 95 | 17.5% |
| 13 | Half Trend | Daily | 15.2% | 0.53 | -45.9% | 42.9% | 49 | 21.2% |
| 14 | Random Walk Index | Daily | 14.7% | 0.52 | -51.7% | 36.0% | 75 | 20.7% |
✓ = held up out-of-sample. Hypothetical, costs included. See methodology.
The question doesn't apply here. Buy-and-hold on Li Auto lost money across the out-of-sample window in 328 of 328 tests, so there is no positive benchmark to lever toward — clearing a negative bar is a much weaker claim than beating a real one, and we keep the two apart rather than counting it as a win. How we compute that
For Li Auto, Inside-Bar Breakout on the daily timeframe gave the best balance of return and risk in our test. It beat buy-and-hold — but remember: this is a hypothetical backtest of a standard rule, not a recommendation. Markets change. See the methodology and disclaimer.
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