I continuously look for models that are 1) regularly updated with the latest data and improved forecasts (something like weekly) 2) provide estimates out 30-90 days or do. 3) provide that data at the US state level.

Right now, the IMHE model is the only one that attempts this (imperial, University of texas, not models all predict like 1 week out last I checked them).

Please if there are other models for 1-3, would love to incorporate them. But I honestly think these reasons are why the IMHE is popular. Nobody else seems to even be trying. If I'm wrong please let me know, as I've genuinely been looking :)