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It's only natural that many investors, especially those who are new to the game, prefer to buy shares in 'sexy' stocks with a good story, even if those businesses lose money. But as Peter Lynch said in One Up On Wall Street, 'Long shots almost never pay off.'

If, on the other hand, you like companies that have revenue, and even earn profits, then you may well be interested in Cake Box Holdings (LON:CBOX). While that doesn't make the shares worth buying at any price, you can't deny that successful capitalism requires profit, eventually. Loss-making companies are always racing against time to reach financial sustainability, but time is often a friend of the profitable company, especially if it is growing.

See our latest analysis for Cake Box Holdings

Cake Box Holdings's Earnings Per Share Are Growing.

If you believe that markets are even vaguely efficient, then over the long term you'd expect a company's share price to follow its earnings per share (EPS). Therefore, there are plenty of investors who like to buy shares in companies that are growing EPS. As a tree reaches steadily for the sky, Cake Box Holdings's EPS has grown 24% each year, compound, over three years. As a general rule, we'd say that if a company can keep up that sort of growth, shareholders will be smiling.

One way to double-check a company's growth is to look at how its revenue, and earnings before interest and tax (EBIT) margins are changing. Cake Box Holdings shareholders can take confidence from the fact that EBIT margins are up from 20% to 23%, and revenue is growing. Ticking those two boxes is a good sign of growth, in my book.

In the chart below, you can see how the company has grown earnings, and revenue, over time. Click on the chart to see the exact numbers.

While we live in the present moment at all times, there's no doubt in my mind that the future matters more than the past. So why not check this interactive chart depicting future EPS estimates, for Cake Box Holdings?

Are Cake Box Holdings Insiders Aligned With All Shareholders?

It makes me feel more secure owning shares in a company if insiders also own shares, thusly more closely aligning our interests. As a result, I'm encouraged by the fact that insiders own Cake Box Holdings shares worth a considerable sum. Indeed, they hold UK£29m worth of its stock. That's a lot of money, and no small incentive to work hard. That amounts to 35% of the company, demonstrating a degree of high-level alignment with shareholders.

It means a lot to see insiders invested in the business, but I find myself wondering if remuneration policies are shareholder friendly. A brief analysis of the CEO compensation suggests they are. For companies with market capitalizations under UK£160m, like Cake Box Holdings, the median CEO pay is around UK£244k.