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Up to three tools. The table shows the data as-is, without picking a “best”.
| Field | marimo | Task | D2 |
|---|---|---|---|
| Platforms | Universal | Universal, GitHub | Universal |
| Local support | Yes | Yes | Yes |
| Paid API | No | No | No |
| License | Apache-2.0 | MIT | MPL-2.0 |
| Stars | 23382 | 16319 | 25772 |
| Last activity | October 29, 2026 | — | October 11, 2026 |
| Install complexity | EASY | سهل / Easy | Easy with a supported package manager; Homebrew must already be installed for this command. Official binaries, Windows, Linux, and source options are documented. |
| Category | Workflow, Data | Workflow, DevOps | Workflow, UI |
| Best use | 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. | Best for a developer or small team whose project commands span languages, folders, and tools. It provides documented entry points that people and agents can use and review in Git. Existing scripts may be enough for a simple project; Task does not install project tools or sandbox their commands. | For developers and small teams that want architecture and data-flow diagrams close to the repository and reviewable as text. Use it when relationships matter more than pixel-perfect placement; not for free-form marketing design or exact manual positioning. |