We compare the simulated Arctic Ocean in 15 global ocean–sea ice models.
There is a large spread in temperature bias in the Arctic Ocean between the models.
Warm bias models have a strong temperature anomaly of inflow of Atlantic Water.
Dense outflows formed on Arctic shelves are not captured accurately in the models.