Combine peaches, water, and lemon juice in a medium pot.

Boil until soft.

Process in food mill or food processor until smooth.

Stir peach puree and sugar to combine, then bring to a boil over medium heat.

Boil gently, stirring often, until thickened and spreadable.

Ladle into clean jars and process for 10 minutes in boiling-water bath.