Paritok

Compression gateway that cuts AI coding-agent token bills by 25-85% with no code changes

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Paritok is a non-destructive compression gateway, powered by an open-source code-native 4B model, that cuts AI coding-agent token bills — roughly 25% on a single turn and over 85% in context-saturated sessions. It drops into Claude Code, Cursor, Codex, and OpenHands without any agent code changes.

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Full match profile

Behind the summary, Matchbox keeps a richer profile of Paritok - the signals our matcher actually reads to decide when to surface it. It stays private; claim the listing to see and control it.

Problem & pain-point mapping
Who we surface it to (audience fit)
What it's a strong alternative to
Trust & credibility signals

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