Skepticism is good here. However, I was not able to replicate this. On Mullvad and Tor, with "Safer" settings, both gave me a new ID after a browser restart.
I keep it running always. Partly to access stuff at home, and party to get the ad-blocking from pihole. Do not expose stuff unless you fully understand the security risks