If you love investing in stocks you're bound to buy some losers. But the last three years have been particularly tough on longer term MarketAxess Holdings Inc. (NASDAQ:MKTX) shareholders. Sadly for them, the share price is down 57% in that time. Furthermore, it's down 13% in about a quarter. That's not much fun for holders. However, one could argue that the price has been influenced by the general market, which is down 8.3% in the same timeframe.

So let's have a look and see if the longer term performance of the company has been in line with the underlying business' progress.

See our latest analysis for MarketAxess Holdings

To quote Buffett, 'Ships will sail around the world but the Flat Earth Society will flourish. There will continue to be wide discrepancies between price and value in the marketplace...' By comparing earnings per share (EPS) and share price changes over time, we can get a feel for how investor attitudes to a company have morphed over time.

MarketAxess Holdings saw its EPS decline at a compound rate of 1.8% per year, over the last three years. This reduction in EPS is slower than the 25% annual reduction in the share price. So it seems the market was too confident about the business, in the past.

The image below shows how EPS has tracked over time (if you click on the image you can see greater detail).

It's good to see that there was some significant insider buying in the last three months. That's a positive. On the other hand, we think the revenue and earnings trends are much more meaningful measures of the business. Before buying or selling a stock, we always recommend a close examination of historic growth trends, available here..

A Different Perspective

MarketAxess Holdings shareholders are down 1.7% for the year (even including dividends), but the market itself is up 12%. Even the share prices of good stocks drop sometimes, but we want to see improvements in the fundamental metrics of a business, before getting too interested. Longer term investors wouldn't be so upset, since they would have made 3%, each year, over five years. If the fundamental data continues to indicate long term sustainable growth, the current sell-off could be an opportunity worth considering. If you want to research this stock further, the data on insider buying is an obvious place to start. You can click here to see who has been buying shares - and the price they paid.

MarketAxess Holdings is not the only stock that insiders are buying. For those who like to find winning investments this free list of growing companies with recent insider purchasing, could be just the ticket.

Please note, the market returns quoted in this article reflect the market weighted average returns of stocks that currently trade on American exchanges.

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This article by Simply Wall St is general in nature. We provide commentary based on historical data and analyst forecasts only using an unbiased methodology and our articles are not intended to be financial advice. It does not constitute a recommendation to buy or sell any stock, and does not take account of your objectives, or your financial situation. We aim to bring you long-term focused analysis driven by fundamental data. Note that our analysis may not factor in the latest price-sensitive company announcements or qualitative material. Simply Wall St has no position in any stocks mentioned.