Methodology
The site uses a simple source hierarchy so a reader can see what is documented, what is independently measured, and what remains a reasoned recommendation.
01 / Primary sources
Release notes, model lists, and pricing documentation are used for model identifiers, stated capabilities, availability, and commercial terms. Live documents take precedence over this static site.
02 / Independent sources
Independent indexes and benchmarks can be useful when their model route, date, setup, and measurement scope are clear. They are labeled separately from provider information.
03 / Community reports
Community discussion can reveal workflow fit and failure modes. It is never treated as a controlled benchmark or substituted for a team’s own evaluation.
04 / Comparisons
Pricing units, context windows, input modalities, availability, and test configurations are disclosed where available. A single score does not determine a universal winner.