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Content-AI, SEO & AI visibility.

Notes from the team building the withConflux gateway — models, moderation, detection, and how to get seen by search and AI answer engines.

Topic: Models

Price per token is only the start. Here is how to compare two models on a month of real work, how fast they answer, and how hard it is to switch.

How fast a model answers is not one number. Here is how we measure it from live calls, and why we show a range instead of a rank.

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