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The best indicator for Vertex Pharmaceuticals (VRTX)

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

Oscillator · Weekly

Williams %R

On the weekly chart, this is the strongest risk-adjusted edge we found for Vertex Pharmaceuticals (VRTX) over ~35.0 years — trailing buy-and-hold by 2.7% CAGR.

11.4%
CAGR
0.48
Sharpe
-63.1%
Max DD
75.0%
Win rate
3.37
Profit factor
-2.7%
vs Buy&Hold
Best by timeframe

The winner on each chart

Weekly
Williams %R
-2.7% · Sharpe 0.48
Daily
Stochastic
-4.5% · Sharpe 0.44
Full results

Every indicator, ranked

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

#IndicatorTFCAGRSharpeMax DDWinTradesvs B&H
1Williams %R Weekly11.4%0.48-63.1%75.0%56-2.7%
2WaveTrend (8/6/4) Weekly10.5%0.46-71.0%71.9%32-3.5%
3Stochastic Daily9.7%0.44-68.8%67.5%191-4.5%
4Bollinger Mean-Reversion Weekly7.6%0.43-56.6%80.8%26-6.5%
5Stochastic Weekly9.0%0.43-61.7%71.1%38-5.1%
6Money Flow Index Daily8.8%0.41-66.1%73.9%46-5.3%
7WaveTrend (8/6/4) Daily8.4%0.4-79.0%63.6%132-5.7%
8Williams %R Daily7.8%0.39-69.0%69.1%236-6.3%
9Holy Grail Confluence Daily7.6%0.39-66.8%71.4%49-6.5%
10Bollinger Mean-Reversion Daily6.9%0.38-62.8%68.1%144-7.2%
11ADX / DMI Daily6.6%0.36-60.9%40.4%228-7.5%
12EMA 50/200 Cross Daily3.8%0.29-78.8%36.7%30-10.3%
13MACDDaily3.5%0.28-78.4%39.0%351-10.6%
14CCI Daily3.9%0.28-79.1%68.3%167-10.2%

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

What this means

For Vertex Pharmaceuticals (VRTX), Williams %R on the weekly 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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