The Threads collected by the Cloak of Infinite Potential are not account-wide. Instead, new characters will get a set amount of stats based on an achievement.
With the release of Mists of Panderia Remix, the Cloak of Infinite Potential is an item players receive when first stepping foot onto Pandaria. This cloak comes with a few unique powers:
There is no current cap to how many Threads of Time you can loot which creates a simple trend: the more time you play and collect Threads, the stronger your character becomes.
Many players were under the assumption that your Cloak of Infinite Potential stats will transfer between characters. This is not how the cloak works and below we will dive into how the system works across multiple Timerunning characters.
There is an achievement known as Infinite Power which simply states to equip the Cloak of Infinite Potential. After that, there are 7 tiers to this achievement which involve collecting Threads for the cloak. This starts at Infinite Power I with 40 total Threads collected and ends at Infinite Power XII at 4200 total Threads. These achievements have a reward which states that Future Timerunning characters will begin with more threads collected.
In the images below, you will see a screenshot of the cloak's stats on a character with the Infinite Power XII completed and a freshly made character.
From the images, we can see that a freshly made Timerunning