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Project comparison
Paritok 4b V1 vs ragflow
Compare adoption, momentum, maintenance health, and project basics before choosing which tool to evaluate deeper.
Paritok 4b V1
Non-destructive compression gateway for AI coding agents. Cuts token bills 25% on turn 1 to past 85% in long or saturated sessions, and fits ~3× more turns in the same context window. Powered by our open-source code-native 4B model. Drop-in for Claude Code, Cursor, Codex, OpenHands, and any BASE_URL agent.
Best matched with other agent tools.
914
Stars
0
Weekly
40/100
Health
ragflow
RAGFlow is a leading open-source Retrieval-Augmented Generation (RAG) engine that fuses cutting-edge RAG with Agent capabilities to create a superior context layer for LLMs
Best matched with other agent tools.
91.7K
Stars
+5.4K
Weekly
95/100
Health
Quick Take
Adoption
ragflow has the larger GitHub footprint with 91.7K stars.
Momentum
ragflow is currently growing faster at +5.4K stars this week.
Maintenance
ragflow has the stronger automated maintenance signal at 95/100. This is not a security or fit verdict.
Side-by-side evidence
Use these signals to narrow your choice, then confirm setup, license, and fit upstream.
| Signal | Paritok 4b V1 | ragflow |
|---|---|---|
| Evidence status | Basic listing· 2026-10-04 09:18 UTC | Verified snapshot· 2026-10-04 09:19 UTC |
| GitHub stars | 914 | 91.7K |
| Weekly growth | 0 | +5.4K |
| Health score | Watch40/100 | Strong95/100 |
| Contributors | 2 | 681 |
| Commits per week | 5.4 | 133.2 |
| Open issues | 26 | 2.1K |
| Language | Python | Go |
| License | Apache-2.0 | Apache-2.0 |
| Last commit | 2026-08-09 20:15 UTC | 2026-10-04 04:08 UTC |
| Last release | N/A | v0.26.4 |
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