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Project comparison
Paritok 4b V1 vs claude-mem
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
claude-mem
Persistent Context Across Sessions for Every Agent – Captures everything your agent does during sessions, compresses it with AI, and injects relevant context back into future sessions. Works with Claude Code, OpenClaw, Codex, Gemini, Hermes, Copilot, OpenCode + More
Best matched with other agent tools.
95.8K
Stars
+13.4K
Weekly
95/100
Health
Quick Take
Adoption
claude-mem has the larger GitHub footprint with 95.8K stars.
Momentum
claude-mem is currently growing faster at +13.4K stars this week.
Maintenance
claude-mem 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 | claude-mem |
|---|---|---|
| Evidence status | Basic listing· 2026-10-04 09:18 UTC | Verified snapshot· 2026-10-04 09:19 UTC |
| GitHub stars | 914 | 95.8K |
| Weekly growth | 0 | +13.4K |
| Health score | Watch40/100 | Strong95/100 |
| Contributors | 2 | 122 |
| Commits per week | 5.4 | 30.1 |
| Open issues | 26 | 354 |
| Language | Python | JavaScript |
| License | Apache-2.0 | Apache-2.0 |
| Last commit | 2026-08-09 20:15 UTC | 2026-10-04 09:15 UTC |
| Last release | N/A | v13.11.0 |
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