open weights — A model whose trained parameters are published for anyone to download and run — unlike API-only models you can access but never possess.
Why it matters
Chatbot Arena rankings, often cited as ground truth for model quality, can be inflated up to 112% through private variant testing and disproportionate battle-data access — engineers relying on these leaderboards to pick models should discount rankings accordingly.
