A website has an editorial perspective and voice of its own. Their biases are known and can be accounted for when you read them.

News aggregators are having editorial decisions made by the vagaries of some opaque voting algorithm and get gamed by motivated actors and bots. If manipulative bias is your concern, aggregators are way worse.