← Back to Leaderboard
Project comparison
Paritok 4b V1 vs ECC
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
ECC
The agent harness performance optimization system. Skills, instincts, memory, security, and research-first development for Claude Code, Codex, Opencode, Cursor and beyond.
Best matched with other agent tools.
272.5K
Stars
+52.6K
Weekly
93/100
Health
Quick Take
Adoption
ECC has the larger GitHub footprint with 272.5K stars.
Momentum
ECC is currently growing faster at +52.6K stars this week.
Maintenance
ECC has the stronger automated maintenance signal at 93/100. 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 | ECC |
|---|---|---|
| Evidence status | Basic listing· 2026-10-04 09:18 UTC | Verified snapshot· 2026-10-04 09:19 UTC |
| GitHub stars | 914 | 272.5K |
| Weekly growth | 0 | +52.6K |
| Health score | Watch40/100 | Strong93/100 |
| Contributors | 2 | 295 |
| Commits per week | 5.4 | 62.2 |
| Open issues | 26 | 105 |
| Language | Python | JavaScript |
| License | Apache-2.0 | MIT |
| Last commit | 2026-08-09 20:15 UTC | 2026-10-02 02:01 UTC |
| Last release | N/A | v2.0.0 |
Weekly AI open-source movers
Get the fastest-growing projects, useful MCP servers, and technical reads in one weekly email.