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# Redundancy dashboard
The **Redundancy dashboard** (`/admin/redundancy`) is an admin tool for
automatic detection of duplicate or strongly overlapping tools — per
category — including cost and rating comparison.
> Access is reserved exclusively for admins (the API is
> admin-protected).
## Layout
- **Per category** a group is shown: name of the category,
number of tools and comparisons as well as the **total monthly costs**
if applicable (e.g. `€X.XX/mo total`).
- Each tool is displayed as a card: name, monthly costs, number of
ratings, combined rating, license badges and number of features.
## Comparisons & recommendations
For each tool pair the following appears:
- Tool A vs. Tool B, each with rating (`X.X ★`) and monthly costs.
- **Overlap** in percent (progress bar in the middle).
- A **recommendation** with confidence color:
- **high** (green), **medium** (yellow), **low** (gray)
- The recommended, better tool is marked with a "thumbs up" and justified.
## Manual rating
You can rate a pair manually: click on Tool A or Tool B to
record which one is better. The selection is saved and the
display is updated.
## API
- [`GET /api/admin/redundancy`](#) — load data (admin-protected)
- [`POST /api/admin/redundancy/evaluate`](#) — save manual rating