Panoramic cameras are overwhelmingly quite bad in low light.
Now, manufacturers are starting to add IR to them. We tested the Hikvision panoramic IR earlier this year.
Now, Vivotek has released the FE8181, which claims improvements such as more LEDs and Smart IR.
Here is a snapshot from our tests showing the unit in day and night operation: