Investing isn't easy. Even Warren Buffett counsels that most investors should invest in a low-cost index like the S&P 500. That way, "you'll be buying into a wonderful industry, which in effect is all of American industry," he says.

But there are, of course, companies whose long-term fortunes differ substantially from the index. In this series, we look at how individual stocks have performed against the broad S&P 500.

Step on up, Avery Dennison (AVY 0.10%).

Avery Dennison shares have underperformed the S&P 500 over the past quarter-century:

Source: S&P Capital IQ.

Since 1987, shares have returned an average of 6.8% a year, compared with 9.7% a year for the S&P (both include dividends). One thousand dollars invested in the S&P in 1987 would be worth $19,200 today. In Avery Dennison, it'd be worth $8,300.

Dividends accounted for a lot of those gains. Compounded since 1987, dividends have made up 57% of Avery Dennison's returns. For the S&P, dividends account for 39% of total returns.

Now have a look at how Avery Dennison earnings compare with S&P 500 earnings:

Source: S&P Capital IQ.

Deep underperformance here, too. Since 1995, Avery Dennison's earnings per share have increased by an average of 1.3% a year, compared with 6% a year for the broader index.

What's that meant for valuations? Avery Dennison has traded for an average of 22 times earnings since 1987 -- just below the 24 times earnings for the broader S&P 500.

Through it all, shares have been slight disappointments over the past quarter-century.

Of course, the important question is whether that will continue. That's where you come in. Our CAPS community currently ranks Avery Dennison with a three-star rating (out of five). Care to disagree? Leave your thoughts in the comment section below, or add Avery Dennison to My Watchlist