Compare
Up to three tools. The table shows the data as-is, without picking a “best”.
| Field | Ruff | Vale CLI | marimo |
|---|---|---|---|
| Platforms | Universal, GitHub | Universal, GitHub | Universal |
| Local support | Yes | Yes | Yes |
| Paid API | No | No | No |
| License | MIT | MIT | Apache-2.0 |
| Stars | 50435 | 6328 | 23432 |
| Last activity | November 5, 2026 | October 3, 2026 | October 29, 2026 |
| Install complexity | EASY | سهل / Easy | EASY |
| Category | Code Review, Testing | Testing, Workflow | Workflow, Data |
| Best use | Best for an individual Python developer or small team that wants consistent linting, import organization, and formatting locally, in editors, and in CI. It adds reviewable rules, safe-by-default fixes, and a pinnable version. It does not replace tests, type checking, or business-logic review, and migration from Black or Flake8 should be tested on a branch. | Best for an individual developer or small team that wants consistent product names, terminology, and documentation style before merge. It applies the same rules to human- or AI-written prose locally and in CI. It is not a translator, semantic fact checker, or Arabic grammar checker through English packages. | Ideal for a data analyst, Python developer, or small team that wants reproducible experiments, clear Git review, and an interactive report or internal tool from the same source. It is not a replacement for governed BI or a production service requiring enterprise scaling and permissions. |