Whatever your investing style it’s useful to have a way to whittle down the thousands of available stocks to a more manageable number.
Over the years, I’ve listened to many investors explain how they do it. Often, the first step is to look at the Wall Street Journal for stocks making new 52-week highs or 52-week lows.
But which is better?
In this article we will analyse 11,000 stocks over 30 years to see if it’s better to buy new 52-week highs or new 52-week lows.
Should You Buy 52-Week Highs?
Using historical data from Norgate and the backtesting software Amibroker I conducted a simple experiment to see if it’s better to buy stocks making new 52-week highs or 52-week lows.
Figure one, below, reports the average profit per trade and win rate from buying new 52-week highs or lows with holding periods ranging from 1-year to 3-years.
These results are based on an analysis of 11,168 US stocks from 1/1990 – 7/2020. The data does not include very illiquid stocks or transaction costs and is survivorship-bias free:
As you can see from the table above, buying 52-week highs was a superior strategy to buying 52-week lows across most holding periods.
With a holding period of 1-year, stocks purchased at 52-week highs produced an average profit per trade of 12.97% with a win rate of 62.17% based on a sample of 50,444 trades.
Meanwhile stocks purchased at 52-week lows produced an average profit per trade of only 9.13% with a win rate of 54.75% based on a sample of 26,776 trades.
52-week highs were also superior with a 2-year holding period. 52-week lows produced a slightly better average profit over a 3-year holding period (albeit with a lower win rate).
20-Week Highs Vs 20-Week Lows
In case it might be better to use a shorter breakout length we can also test to see whether it’s better to buy 20-week highs versus 20-week lows. This is shown in figure 2 below:
Once again, you can see that the better strategy is to buy new highs and not new lows. In fact, buying new highs produced better results over every holding period.
Better Across The Board
As it happens, by running the analysis over a broad range of values it’s clear that buying new highs broadly outperforms buying new lows.
Using risk-to-return (CAR/MDD) as an objective metric we can run an optimization and see how new highs consistently gets better returns than new lows.
The charts below show risk-to-return plotted against holding period and breakout length in steps of 20. In other words, we are testing breakout lengths from 20-160 weeks and holding periods also from 20-160 weeks.
Figure three shows the optimization results for buying new highs and figure four shows buying new lows.
The charts show our optimization results in three dimensions so that we can see how returns change according to the different parameters.
It is enough to see that buying new highs produces better return-to-risk (CAR/MDD) across the board than buying new lows.
While buying new highs (fig.3) generates return-to-risk values in the range of 0.3 – 0.5, buying new lows (fig.4) generates values in the range of 0.05 – 0.25. Therefore, it is clear to see that buying new highs is superior across the board.
Interestingly, the sweet spot for new highs seems to be a 60-week high with a 40-week holding period.
For new lows, performance starts low and appears to get better with holding length. But returns are never large enough to support buying new lows ahead of new highs.
What To Make Of This?
These results help us to answer whether it’s best to buy new highs or new lows. Effectively, whether it’s better to buy winning stocks or losing stocks.
And this is important because investors often gravitate towards one or the other.
Psychologically, it is easier to buy a stock hovering around new lows than it is new highs.
That’s because a stock that has pulled back to a new low has a frame of reference (the previous high) that makes it easier to believe the stock is cheap (or at least cheaper than it was).
This could well be a type of anchoring or framing bias. The human mind becomes anchored to the previous high.
Conversely, a stock at a brand new high has no such reference for comparison. It is sailing in uncharted water and so it’s harder to believe that the stock is good value.
The Data Is Clear
But the data is clear about what works best.
Over the years, I have read many trading books and articles where investors give different opinions as to which is better, 52-week highs or 52-week lows.
I have seen value investors that begin their search by scanning lists of 52-week lows in the WSJ as they are looking for stocks that are considered ‘cheap’.
I have also read academic journals which claim winning stocks produce better short-term returns but losing stocks produce better long-term returns.
Our analysis has proven that both of these ideas are false.
Across a range of different values, it’s clear that buying new highs is a better strategy than buying new lows.
A stock that is at new lows is more likely to be fundamentally damaged than a stock that is near new highs.
It is harder to pull the trigger on a stock making new highs which, ironically, makes them better opportunities for investors to pursue.
Thank You For Reading
Joe Marwood is an independent trader and the founder of Decoding Markets. He worked as a professional futures trader and has a passion for investing and building mechanical trading strategies. If you are interested in more quantitative trading strategies, investing ideas and tutorials make sure to check out our program Marwood Research.
This post expresses the opinions of the writer and is for information, entertainment purposes only. Joe Marwood is not a registered financial advisor or certified analyst. The reader agrees to assume all risk resulting from the application of any of the information provided. Past performance is not a reliable indicator of future returns and financial trading is full of risk. Please read the Full disclaimer.