Other models will only overtake as long as there is enough investor money or margins from inference for others to continue training bigger and bigger models.

We can see from inference costs at third party providers that the inference is profitable enough to sustain even third party providers of proprietary models that they are undoubtedly paying licensing/usage fees for, and so these models won't go away.