U.S. West Texas Intermediate crude futures gained 2 cents, or 0.1%, to $41.06 a barrel, having dropped 1.4% in the previous session.
Brent crude futures were up by 14 cents, or 0.3%, at $43.36 a barrel by 0326 GMT, after dropping 0.4% on Tuesday.
Inventories of crude oil in the U.S. dropped by 6.8 million barrels last week to 531 million barrels, data from industry group the American Petroleum Institute showed on Tuesday.
Analysts’ expectations were for an increase of 357,000 barrels. U.S. government data is due Wednesday.
“This should temporarily alleviate some concerns about ongoing demand distress,” Stephen Innes, chief global markets strategist at AxiCorp said in a note.
The raging COVID-19 pandemic is keeping alive concerns about falling fuel demand causing an oversupplied market as record numbers of infections are reported globally, including the U.S., the world’s biggest consumer of oil.
Four U.S. states reported one-day records for coronavirus deaths on Tuesday and cases in Texas passed the 400,000 mark.
Attempts to provide relief amid the outbreak were in disarray as Republicans in the U.S. disagreed over their own plan for providing $1 trillion in new coronavirus aid on Tuesday.
In Hong Kong, the government on Wednesday warned the city is on the edge of a large-scale coronavirus outbreak and urged people to stay indoors as much as possible.