Compare
Up to three tools. The table shows the data as-is, without picking a “best”.
| Field | Ruff | MarkItDown | SOPS |
|---|---|---|---|
| Platforms | Universal, GitHub | Universal | Universal |
| Local support | Yes | Yes | Yes |
| Paid API | No | No | No |
| License | MIT | MIT | MPL-2.0 |
| Stars | 50435 | 193946 | 23621 |
| Last activity | November 5, 2026 | — | October 27, 2026 |
| Install complexity | EASY | سهل / Easy | MODERATE |
| Category | Code Review, Testing | Workflow, Research | Security, DevOps |
| 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 a developer or analyst extracting text from several document formats before search or supplying selected passages to an AI agent. It provides a repeatable CLI command and Python library, while requiring review against the original. It is not intended for layout-perfect document publishing. | Ideal for a developer or small platform team that wants encrypted configuration beside code with readable Git diffs. Use it for YAML, JSON, ENV and INI files and tightly scoped CI or runtime access. It is not a replacement for dynamic secret issuance or source-system credential rotation. |