What you can count on
- We pin your exact model version.
- Same protocol, same rubric, same trained-rater set as every other model.
- You see the result and audit envelope before it is public.
We run the full battery against your version-pinned model under the same protocol as every other entry, then share the result and full audit envelope with you before publishing. You can contest any item. No special-casing.