Did a bit more digging, and this forum already had the answer for the Windows PC network throttling.
Windows nic driver setting for interrupt moderation "disabled" resolved this issue.
For UnRaid, what worked for me was adjusting interrupt coalescing. My nic driver didn't allow tx-usecs adjustment, but rx-usecs increase did the trick.