Paritok
Paritok is a compression gateway that sits between a coding agent and its LLM. Using its own open-source 4B code-aware model, it shrinks tool output, files and conversation history on the fly without losing what the agent needs, which cuts token bills and lets agent sessions run longer before they hit context limits.
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About Paritok
Paritok is listed in our coding category and is aimed at builders. Paritok is a compression gateway that sits between a coding agent and its LLM. Using its own open-source 4B code-aware model, it shrinks tool output, files and conversation history on the fly without losing what the agent needs, which cuts token bills and lets agent sessions run longer before they hit context limits. Pricing, as the maker states it: Open source + cloud. Maturity: Active. We last checked the official link on 2026-10-23.
Paritok at a glance
- Category: Coding
- Built for: Developers and teams building with AI agents
- Pricing: Open source + cloud (as the maker states it)
- GitHub: Paritok-official/paritok-4b-v1 · 1,462 stars (as of Oct 23, 2026)
- Official site: paritok.com
- Listed on AgentScout: Oct 23, 2026
Paritok FAQ
What is Paritok?
Paritok is a compression gateway that sits between a coding agent and its LLM. Using its own open-source 4B code-aware model, it shrinks tool output, files and conversation history on the fly without losing what the agent needs, which cuts token bills and lets agent sessions run longer before they hit context limits.
How much does Paritok cost?
Paritok's pricing, as the maker states it: Open source + cloud. Open-source tools are free to use, though you may still pay for model API usage or a hosted plan. Check the official site for current plans.
Where can I find Paritok's source code?
On GitHub at Paritok-official/paritok-4b-v1, which had 1,462 stars as of Oct 23, 2026.
What are alternatives to Paritok?
Similar tools include Context Mode, rtk, Zero, mu, Coldtea and ZCode.
Facts from our link-checked listing, the GitHub repository and the official site. See something wrong? Suggest an edit.
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Paritok alternatives
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rtk
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Zero
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mu
mu is an open-source coding agent with a judgment kernel: a small, fast judge model makes the many routine decisions in each turn so the main model only gets the context it needs. It ships as a command-line tool and a desktop app and aims to keep coding sessions focused and cheap.
Coldtea
Agents that test every pull request on real devices, watch production and file issues before users hit them.
ZCode
ZCode is Z.ai's open-source AI coding workspace and official harness for GLM-5.3, with a desktop app, web interface and terminal agent that run multiple agents on long goals, plus control from WeChat, Feishu or Telegram.
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