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Moonshot / Kimi research series

Research assessments of Kimi models and platform releases, context reuse, retrieval evidence, and the economics of long-running agent work.

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October 19, 2026·6 min read

Kimi's Cache and Search APIs: Buying Reuse Without Losing Evidence

A research assessment of Moonshot's September cache and search releases: write pricing, TTL break-even, evidence selection, and long-session evaluation.