I am not able to see the Closed Won in the list of Stage in opportunity.
Closed Won is active field.
Where should I look for the solution to this stage?
As you have two Records type available Opportunity. So make sure you have added Closed Won in both record Type and it will be available.
Please make sure to check Sales process as well and if missing add that value there.
Here is a trailhead module for your reference.