The foul ball hit by Cubs outfielder Albert Almora Jr., appears to have gone just beyond the net, striking the child in the stands.
Astros players appeared shaken after the incident, and a teary Almora was consoled on the field by Cubs manager Joe Maddon.
One Astros fan said on Twitter the child was rushed out of the ballpark.
The condition of the child was not immediately known.