Comparison Room
Good comparisons preserve friction.
A model release can look better or worse depending on the surface being measured. The comparison room keeps release notes, benchmark language, safety claims, pricing rules, access limits, and independent observations on the same table. The goal is not to avoid judgment. The goal is to make judgment traceable.
Reading card 1
Compare the same claim category before comparing conclusions: capability, reliability, safety, cost, access, or deployment.
Reading card 2
Separate first-party evidence from independent testing, user reports, benchmark summaries, and policy-facing language.
Reading card 3
Keep non-comparable details visible. Context window, multimodal input, tool use, region, and rate limits can change the meaning of a claim.
Reading card 4
Leave room for unresolved evidence. A comparison may end with a question ledger instead of a winner.