Independent measurements
Independent measurements of AI companion models.
A live arena for companion and roleplay models. Blind preference votes, time to first response and cost per conversation — with the method and the data published.
In build. First results are not published yet.
What will be measured
method in review| Measure | Reported as | Status |
|---|---|---|
| Head-to-head preference | blind votes | planned |
| Time to first response | seconds, repeated runs | planned |
| Cost per conversation | USD, per model version | planned |
| Method and raw data | versioned pages | planned |
Referee only
No own model. No companion product. No product to sell. If affiliate links ever exist, they are disclosed at the link and never change a ranking.
Measured, not marketed
Every number will carry a unit, a date, a model version and an uncertainty. The method, the limits and the raw data are part of the result, not a footnote.