The U.S. Defense Department said it may split a $14 billion order for the next two batches of F-35 combat jets after failing to reach agreement on a single deal with lead contractor Lockheed Martin Corp.

Lockheed has been in talks with the Pentagon for months about a combined deal for 160 jets covering two years of production, and the two sides had hoped to reach agreement in early 2016.

But...