pandas-dev/pandas vs pola-rs/polars
Both showing Healthy signals — pick on fit, not health
As of September 2026, pandas and polars both show healthy maintenance signals. pandas was committed to 4 days ago with 17+ active contributors, while polars was committed to 3 weeks ago with 24+ active contributors. pandas is BSD-3-Clause-licensed while polars is MIT-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.
pandas-dev/pandas
Healthy across all four use cases
No blocking maintenance, license, or known-CVE signals were found; still verify the package version and fit.
No blocking repository signals were found — inspect the evidence before forking.
Documented and popular — useful reference codebase to read through.
No blocking repository-level signals were found; deployment review is still required.
- ⚠Concentrated ownership — top contributor handles 76% of recent commits
- ✓Last commit today
- ✓17 active contributors
- ✓BSD-3-Clause licensed
- ✓CI configured
- ✓Tests present
Computed from maintenance signals — commit recency, contributor breadth, bus factor, license, CI, tests, cross-checked against dependency CVEs from deps.dev and OpenSSF Scorecard
pola-rs/polars
Healthy across all four use cases
No blocking maintenance, license, or known-CVE signals were found; still verify the package version and fit.
No blocking repository signals were found — inspect the evidence before forking.
Documented and popular — useful reference codebase to read through.
No blocking repository-level signals were found; deployment review is still required.
- ✓Last commit 1d ago
- ✓24+ active contributors
- ✓Distributed ownership (top contributor 18% of recent commits)
- ✓MIT licensed
- ✓CI configured
- ✓Tests present
Computed from maintenance signals — commit recency, contributor breadth, bus factor, license, CI, tests, cross-checked against dependency CVEs from deps.dev and OpenSSF Scorecard
Signal-by-signal breakdown
| pandas | polars | |
|---|---|---|
| Stars | 49,723 | 39,446 |
| Last commit | 4d ago | 25d ago |
| License | BSD-3-Clause | MIT |
| Open issues | 2,749 | 2,857 |
| Has tests | ✓ | ✓ |
| Has CI | ✓ | ✓ |
| Test coverage | 100% | 31% |
| Dependency CVEs | No CVEs | No CVEs |
| Architecture grade | — | — |
| Cycles | — | — |
| Bottom-line | Healthy signals | Healthy signals |
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