Estimate each user story. What we have done before - based on how much it took in the past. New ones - a Lead developer estimates. He splits tasks into small subtasks for accuracy and goes through checklists to not miss any potential problem.
I finalize all the proposals. Here is my article on estimation: bit.ly/31Hw0P1