ctran/annotate_models vs fluent/fluentd
fluent/fluentd shows stronger signals overall
As of June 2026, fluentd shows healthier maintenance signals than annotate_models. fluentd rates Healthy overall while annotate_models rates Mixed. annotate_models last saw a commit 1 year ago with 31+ active contributors, while fluentd last saw a commit 1 month ago with 10+ active contributors. annotate_models is Other-licensed while fluentd is Apache-2.0-licensed. Neither has known critical or high-severity CVEs in its dependency tree.
Informational only. RepoPilot summarises public signals at the time of analysis. Not professional, security, or legal advice.
ctran/annotate_models →
Stale — last commit 2y ago
non-standard license (Other); last commit was 2y ago
Has a license, tests, and CI — clean foundation to fork and modify.
Documented and popular — useful reference codebase to read through.
No critical CVEs, sane security posture — runnable as-is.
- ⚠Stale — last commit 2y ago
- ⚠Non-standard license (Other) — review terms
- ✓31+ active contributors
- ✓Distributed ownership (top contributor 22% of recent commits)
- ✓Other licensed
- ✓CI configured
- ✓Tests present
What would improve this?
- →Use as dependency Concerns → Mixed if: clarify license terms
Computed from maintenance signals — commit recency, contributor breadth, bus factor, license, CI, tests
fluent/fluentd →
Healthy across the board
Permissive license, no critical CVEs, actively maintained — safe to depend on.
Has a license, tests, and CI — clean foundation to fork and modify.
Documented and popular — useful reference codebase to read through.
No critical CVEs, sane security posture — runnable as-is.
- ✓Last commit 3d ago
- ✓10 active contributors
- ✓Distributed ownership (top contributor 41% of recent commits)
- ✓Apache-2.0 licensed
- ✓CI configured
- ✓Tests present
Computed from maintenance signals — commit recency, contributor breadth, bus factor, license, CI, tests
Signal-by-signal breakdown
| annotate_models | fluentd | |
|---|---|---|
| Stars | 4,486 | 13,530 |
| Last commit | 1y ago | 1mo ago |
| License | Other | Apache-2.0 |
| Open issues | 144 | 136 |
| Has tests | ✓ | ✓ |
| Has CI | ✓ | ✓ |
| Test coverage | 100% | 100% |
| Dependency CVEs | No CVEs | No CVEs |
| Architecture grade | — | — |
| Cycles | — | — |
| Bottom-line | Mixed signals | Healthy signals |
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