Just like folks who go fishing, investors love to tell tales of "the one that got away."

We speak remorsefully about the stocks that could have, would have, or should have made us a fortune -- if only we had made an investment.

Maybe you were an early fan of Deckers Outdoor (NASDAQ:DECK) shoes and its Ugg boots, but you didn't invest in the company back then. Now, every time you hear that it was one of the market's 10 best stocks from 1999 to 2008, you wish you could time-travel back to the first trading day of 1999 and invest just $1,000 in the company's stock. Today, that tiny investment would be worth $32,500.

Sadly, the flux capacitor is fictional.

Mustard seeds
"The stock that got away" is usually a small company that made it to the big leagues. That makes sense because those are the stocks with the most room to grow. You simply don't hear stories about people missing the boat on megacaps such as Dow Chemical (NYSE:DOW) -- unless the storyteller was born in 1902.

Although large companies such as these may have many years of steady growth ahead of them, their high-growth stages have long since passed.

One of the worst things an investor can do is invest in "the stock that got away" after it has reached large-cap status, in hopes that it will repeat its past performance. The law of diminishing returns makes such a feat difficult to achieve.



Return 1989-1999

Return 1999-2009

Linear Technology (NASDAQ:LLTC)









Becton, Dickinson and Co. (NYSE:BDX)



Computer Sciences Corporation (NYSE:CSC)



Data provided by Capital IQ (a division of Standard & Poor's) and Yahoo! Finance.
*Returns since 1990.

As you can see, there's often a stark difference between the stocks' most recent 10-year returns and their previous 10-year returns.

Catch the next one
The good news is, there's no need to dwell on "the stock that got away." Tomorrow's big catches are out there right now, masquerading as small caps. Unfortunately, it can be hard to locate tomorrow's winners among the thousands of small companies on the market, especially with all of the market turmoil we've experienced. But this down market makes the search for great small companies even more exciting, because some of the best companies of the next 10 years are trading at great prices right now.

To get started, look for companies that have little or no debt on their books, dominant positioning in their market niche, and founders with large personal stakes. These are some of the criteria the Motley Fool Hidden Gems team uses to select small-cap stocks for its subscribers. Since the service's inception in July 2003, the strategy has outperformed the market by 17 percentage points.

If you'd like, a 30-day free trial will give you access to every one of the team's stock recommendations. Just click here to get started -- there's no obligation to subscribe.

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This article was originally published Jan. 25, 2007. It has been updated.

Urban Outfitters was the one that got away from Todd Wenning. He does not own shares of any company mentioned. Linear Technology is a Motley Fool Stock Advisor pick. Dell, Intel, and Microsoft are Motley Fool Inside Value picks. The Fool wrote puts on Intel. The Fool has a disclosure policy.