Independent evaluation under a controlled, repeatable testing framework.
No star ratings. No ranking lists. No affiliate influence.

How We Evaluate

All products are evaluated under documented prompt conditions using the First Tier Review Methodology (v1.0).

Testing environments are controlled and repeatable.

Assessment criteria are predefined.
Classifications are non-numerical and performance-based.

Each review reflects observed systems behavior under documented testing parameters.