The Buccaneers are now 4-6 overall and 3-6 in conference play.
Blinn led the match 1-0, but Northeast Texas rallied for the victory on a pair of penalty kicks.
“To go up a goal and give up the lead is heartbreaking,” Buccaneers head coach Alexandria Jackson said. “We have to be able to finish a game.”
Sophomore defender Taiya Mitchell scored Blinn’s lone goal.
The Bucs outshot the Eagles 13-5.
Freshman goalkeeper Sydney Gibbs made three saves for Blinn.
The Bucs hit the road to battle region counterpart and No. 11 Angelina College at 5 p.m. on Saturday, Oct. 8, in Lufkin, Texas.
Blinn has competed in intercollegiate athletics since 1903 and captured 42 NJCAA national championships since 1987.