Head to head
Usda vs GeoLens
Same numbers we show everywhere else, lined up. Ratings come from users, the grade comes from our scanner, adoption comes from public registries.
No reviews yet
Search foods, compare nutrients, and look up the full USDA FoodData Central database.
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Read-only access to a self-hosted GeoLens spatial catalog: datasets, features, maps, sandboxed SQL.
Full listingThe short version
Neither has been reviewed yet, so the comparison rests on the scan and the public usage numbers. The safety scan favours Usda (93/100 against 82). Usda is hosted and callable through the gateway; GeoLens runs on your own machine. GeoLens has noticeably more public adoption.
| Usda | GeoLens | |
|---|---|---|
| User rating | No reviews yet | No reviews yet |
| Safety grade | A93/100 | B82/100 |
| Adoption | Growing | Established |
| GitHub stars | 1 | 248 |
| Downloads / week | 416 | 320 |
| Runs where | Hosted (remote) | Your machine (local) |
| Gateway-ready | Yes | No |
| Tools | 5 | 6 |
| Write actions | — | 1 |
| Price per call | Free | Free |
| Licence | Apache-2.0 | Apache-2.0 |
| Last release | 2026-09-16 | 2026-09-18 |
| Category | Databases | Databases |