SPD leader Olaf Scholz said he had a clear mandate to form a government, while his conservative rival Armin Laschet remains determined to fight on.
The two parties have governed together for years.
But Mr Scholz says it is time for a new coalition with the Greens and liberals.
Preliminary results gave his party a narrow election win over the conservatives who suffered their worst-ever performance.