Just like boxing has weight classes, have awards for best film in a certain budget range.
Featherweight = under $1m
Lightweight = $1m to $10m
Middleweight = $10m to $50m
Heavyweight = greater than $50
Keep the overall award for best pic, but at least give smaller budget films more opportunity to be recognized.