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The best indicator for Linde plc (LIN)

We backtested 20 indicators across daily, weekly and hourly charts on real Linde plc (LIN) history. Here's what actually worked — risk-adjusted, out-of-sample, with costs.

Oscillator · Daily

Stochastic

On the daily chart, this is the strongest risk-adjusted edge we found for Linde plc (LIN) over ~33.9 years — trailing buy-and-hold by 5.6% CAGR.

9.4%
CAGR
0.64
Sharpe
-36.1%
Max DD
73.9%
Win rate
2.26
Profit factor
-5.6%
vs Buy&Hold
Best by timeframe

The winner on each chart

Daily
Stochastic
-5.6% · Sharpe 0.64
Weekly
Williams %R
-8.4% · Sharpe 0.46
Full results

Every indicator, ranked

Ranked by Sharpe (risk-adjusted return). Hypothetical, fees included.

#IndicatorTFCAGRSharpeMax DDWinTradesvs B&H
1Stochastic Daily9.4%0.64-36.1%73.9%161-5.6%
2Williams %R Daily10.2%0.64-45.8%72.8%239-4.8%
3WaveTrend (8/6/4) Daily8.8%0.54-51.2%80.5%133-6.1%
4Money Flow Index Daily7.5%0.51-42.3%80.8%26-7.4%
5CCI Daily7.4%0.48-51.1%77.1%170-7.5%
6Holy Grail Confluence Daily6.8%0.48-45.5%81.2%48-8.2%
7SMA 50/200 Cross Daily7.8%0.47-56.6%59.1%22-7.1%
8Williams %R Weekly6.5%0.46-42.4%88.6%44-8.4%
9Bollinger Mean-Reversion Daily5.7%0.43-47.0%65.4%127-9.3%
10Stochastic Weekly5.6%0.43-38.6%92.6%27-9.3%
11WaveTrend (8/6/4) Weekly6.0%0.43-34.9%86.4%22-8.9%
12EMA 50/200 Cross Daily6.1%0.38-75.3%34.8%23-8.9%
13Donchian Midline Weekly5.6%0.38-32.1%55.6%99-9.3%
14EMA 20/50 Cross Weekly10.3%0.56-63.1%80.0%10-4.6%

= held up out-of-sample. Hypothetical, costs included. See methodology.

What this means

For Linde plc (LIN), Stochastic on the daily timeframe gave the best balance of return and risk in our test. It still trailed buy-and-hold on raw return — 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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