WASHINGTON—After months of saying a cease-fire and a hostage-release deal was close at hand, senior U.S. officials are now privately acknowledging they don’t expect Israel and Hamas to reach an agreement before the end of President Biden’s term.

After months of public optimism about the prospects of a cease-fire, Biden administration officials have soured on the prospects of an end to the war between Israel and Hamas.