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Compared

Where the other memory layers are the better choice.

Each page opens with what the competitor does better, because that is the part you can check. Then the differences that are architectural rather than editorial.

The short version

Every memory layer here pays a model to maintain your memory — compression, graph construction, background consolidation, sleep-time compute. Khwan’s read and write paths make no model calls at all. Distillation happens once, overnight, on a schedule: a real production pass was 8 brains and 245 stored turns distilled into 11 standing lessons, for $0.0094.

You should never have to tell it twice.