paritok-4b-v1
Non-destructive compression gateway that cuts AI coding-agent token bills 25% on a single turn, climbing past 60% across long multi-turn sessions and past 85% in context-saturated deployments. Powered by the first open-source code-native 4B compression model. Drop-in for Claude Code, Cursor, Codex, OpenHands. No agent code changes.
评分证据
46/ 100 机会强度置信度 2/5 · 不进榜
- 需求真实性
- 6/20
- AI 编码代理 token 开销是真实痛点，但无直接用户付费证据
- 抗覆盖壁垒
- 8/20
- 自研 4B 压缩模型有一定技术壁垒，但开源削弱了独占性
- AI 必要性
- 10/15
- 语义压缩需 AI 模型，传统压缩无法达到同等效果
- 付费意愿
- 6/15
- 有公开定价和免费档，但缺少付费客户案例
- 前景信号
- 8/15
- 观测窗口仅 4 天（需 ≥7 天），领先指标尚不可测，按滞后指标定档
- 市场可及
- 7/10
- 目标用户为 AI 编码代理使用者，可通过模型社区和 GitHub 触达
- 团队
- 1/5
- 无团队背景信息
- 好用度
- 未实测（不是 0 分）
- 可进入性
- 13/25
实测证据
尚未完成实测。好用度保持为空，不根据官网宣传推断。
信号时间线
5 个快照点目前只有 5 个量化点；至少 7 个有效点才展示趋势。
- 可访问公开信号 906定价 {"prices":["$0","$0.03","$0.04","$0.06","$0.07","$0.19","$0.30","$0.41","$0.49","$0.61","$0.81","$1","$1.50","$1.75",…企业信号 self_hosted语言 en产品更新 2026-08-07
- 可访问公开信号 611定价 {"prices":["$0","$0.07","$0.09","$0.10","$0.11","$0.12","$0.17","$0.29","$0.30","$1","$1.50","$1.75","$12095","$2","$…企业信号 self_hosted语言 en产品更新 2026-08-07
- 可访问公开信号 578定价 {"prices":["$0","$0.07","$0.09","$0.10","$0.11","$0.12","$0.17","$0.29","$0.30","$1","$1.50","$1.75","$12095","$2","$…企业信号 self_hosted语言 en产品更新 2026-08-05
- 可访问公开信号 346定价 {"prices":["$0"],"fetchedAt":"2026-08-06T02:15:48.583Z","sourceUrl":"https://www.paritok.com/","hasFreeTier":true,"co…企业信号 self_hosted语言 en产品更新 2026-08-05
- 可访问公开信号 345
追踪信息
- 首次发现
- 2026-08-05
- 发现来源
- github_search
- 快照天数
- 5
- 仓库
- Paritok-official/paritok-4b-v1