HPJ Pathfinding Pro is a Unity Tool that focuses on having pathfinding for a large amount of units on large maps. It utilizes Jump Point Search which is roughly 10-100x faster then A* pathfinding. HPJ can scale for hypothetically any size map, with over 11k Agents!

You can find out more on the Unity Asset Store