U.S. stockpiles dropped by 7.7 million barrels in the week that ended Jan. 10 to 350.2 million barrels, EIA said.
NYMEX light, sweet crude oil prices climbed early, before resetting with a 12-cent drop at $94.05 per barrel.
Reformulated blendstock gasoline shed 1.31 cents to $2.6133 a gallon.
Home heating oil added 0.35 cents to $2.9831 a gallon.
Natural gas added 6 cents to hit $4.39 per million British thermal units.
The national average price of unleaded regular gasoline dropped to $3.302 per gallon from Wednesday's $3.306, the AAA Daily Fuel Gauge Report said.