Is corporate brand identification really a major driver for LLM pricing, or does its influence drop to perhaps a 30% impact when compared to concrete legal and market structures?
From what we see daily in Belgium, a corporate brand often gives a model about a 1.5x visibility boost, but the actual pricing flexibility is determined by the licensing agreement.
This licensing agreement can vary by a factor of 2x to 5x depending on if it's truly open-source or under restrictive commercial terms.
Without a clear legal framework defining distribution and liability, the brand's direct impact on pricing probably scores less than 4 out of 10 on a causality scale.
It's similar to how a bank's brand is important, but your actual mortgage interest rate is decided by your credit score and the loan's specific legal terms, not just the name on the door.