The Oscar for Best Picture is not a popularity contest.
The Academy is not perfect. A lot of awards, such as the best actors and actresses, are more of a "lifetime" award, but the best movie is something else. Aside from the few times movies that are part of a series won out, there is no history or decades of work behind each movie. So all that is left to judge the movie on is merit.