Why cost of equity is higher than cost of debt?

The cost of equity is higher relative to the one of debt, because when selling equity you are effectively offering a share of your future performance. And this may amount to much more than the simple interest rate a creditor will charge you. Thus successful company ventures are often financed with debt (when available) so profits remain in the company.