What Is the Opportunity Cost of Exercising a Deep In-the-Money American Call Option Early?

The opportunity cost is the loss of the remaining time value (extrinsic value) of the option. By exercising, the holder converts the option into the underlying asset, but the option's premium would still contain some time value that could have been realized by selling the option instead of exercising.