The various valuations you see for OpenAI are overwhelmingly based on the prices offered for shares in their employee tender offers so I’d say for OpenAI and SpaceX at a minimum (which has a similar setup for its employees) we have a pretty good idea of what employees are getting for their equity compensation if they so choose.
This article feels more like paid publicity than it does journalism