SACRAMENTO, Calif.—California legislators and labor unions on Saturday reached an agreement aims to raise the state’s minimum wage to $15 from $10 an hour, a state senator said, a move that would make for the highest statewide minimum in the nation.

Sen. Mark Leno (D., San Francisco) said the proposal would go before the Legislature as part of his minimum-wage bill that stalled last year.

Mr....