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Prime Agent comparisons: evaluation methodology
Meaningful comparisons require the same model, task, harness version, prompts, and reproducibility artifacts. At launch, the site publishes only a methodology matrix: what to compare, what evidence is needed, and why self-reported launch results cannot prove a universal win. Specific product comparisons remain held until symmetric first-party sources exist.
Social, video, ecosystem, or secondary commentary; version-stamped where possible.
Evaluation matrix
Compare models, prompts, harness version, tool access, budgets, and disclosure quality. If any one of those differs, the comparison stops being symmetric.
No universal winner
No coding-agent harness is universally best. A win in one environment or benchmark does not prove general dominance across tasks, models, or operators.
Held comparisons
Child comparison routes are held until the site has matching first-party sources for every side of the matrix. That avoids publishing asymmetric marketing dressed up as analysis.
Methodology
Use the benchmark and security pages to ground your comparison. Then add a model-specific reproduction before you claim anything stronger than a qualified preference.