Meaning
Little or no comfort; something that offers only slight, inadequate, or ironic consolation.
Literal Meaning
Comfort that is not warm or satisfying, but rather distant or chilling.
Example
“It was cold comfort to know that others had failed the exam too; I still had to retake it.”