Paritok
paritok.com
Paritok
Paritokparitok.comA compression gateway that sits between a coding agent and its model, shrinking tool schemas, file reads and history on the fly.
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According to AlphaMoat, in the latest data month Paritok (paritok.com) received 0 monthly visits — ranked #0 of 17,424 AI websites with traffic data, and #0 of 2,225 in General AI.

Monthly Visits
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Overall Rank (17,424)
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General AI Rank (2,225)
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Top Market
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What is Paritok

Product Overview

Paritok is a non-destructive compression gateway that sits between a coding agent and its upstream model. Setting one environment variable is the whole integration: Paritok rewrites tool schemas, file reads and stale history on the way out and leaves the response untouched, backed by an open-weights code-native 4B compression model trained on real agent trajectories. Nothing is discarded, since the agent can ask for the exact bytes back.

Key Features6 items
  • 01Tool schema filtering down to the relevant subset
  • 02Compression of file reads and tool output
  • 03Summarization of stale turns once a context budget fills
  • 04read_original and gateway_search_tools for exact recovery
  • 05Works with Claude Code, Cursor, Codex and OpenHands
  • 06Self-hosted or hosted GPU deployment
Business Model

Self-hosting is free under the Apache-2.0 license, and the hosted GPU endpoint costs $0.30 per 1M tokens.

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Data month: — · Visit figures are third-party traffic estimates aggregated monthly — best for scale and trends. Multiple domains of the same product are merged. See methodology.