Harris didn’t lose because of Biden’s COVID policies, she lost because she said she wouldn’t have done anything differently than Biden even with hindsight. Look at the betting odds and polls right after her interview in October where she said that, that’s the point when everything reversed.
Last year, people wanted change and Harris offered more of the same. That’s why she and Democrats lost.