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Re:Show HN: Max – a federated data query layer for AI agents... by benvan on Friday March 06, 2026 @01:32PM (#47279065)
Regarding the metrics:

- Claude (via Hubspot MCP) was paginating over contacts, at 40s per 800 contacts and ~150k tokens (triggering compaction) - full run was 120 of these loops @ 80 minutes and 18M tokens

- Claude + Max was 1 `max search hubspot --filter` command piped to sort | uniq -c - plus 1 `max search gdrive` query matching each of the results of the previous query, piped to sort | uniq -c - The rest of the tokens were spent producing an output from 20 words + 20 numbers

(Both of these calculations ignore cached tokens)

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