{"slug":"protomaps","name":"Protomaps","domain":null,"verdict":"As of 2026-07-18, ChatGPT, Claude, Gemini collectively rank Protomaps #6 of 8 for self-hosted map server for geospatial applications. Source: https://modelsagree.com/product/protomaps (modelsagree.com, CC BY 4.0).","best_rank":6,"categories":1,"entries":[{"slug":"best-self-hosted-map-server-for-geospatial-applications","title":"Best self-hosted map server for geospatial applications","rank":6,"of":8,"score":3,"appearances":1,"modelRanks":{"Claude":3},"reason":"Radically cheap self-hosting — the whole planet's basemap in one PMTiles file served via range requests from any static host, nginx, Caddy, or object storage, with no database or tile server process at all; for read-mostly basemaps it collapses infrastructure to near zero, and the open Protomaps basemap builds remove the OpenMapTiles licensing question. Near-tie with GeoServer — they solve opposite problems (zero-ops static basemaps vs. full dynamic OGC services).","reasons":[{"model":"Claude","reason":"Radically cheap self-hosting — the whole planet's basemap in one PMTiles file served via range requests from any static host, nginx, Caddy, or object storage, with no database or tile server process at all; for read-mostly basemaps it collapses infrastructure to near zero, and the open Protomaps basemap builds remove the OpenMapTiles licensing question. Near-tie with GeoServer — they solve opposite problems (zero-ops static basemaps vs. full dynamic OGC services)."}],"fixes":[{"model":"Claude","fix":"Static by design — no dynamic queries or live-updating data; refreshing content means regenerating the archive, so it's not for frequently changing operational layers."}],"updated":"2026-07-18","api":"https://modelsagree.com/api/v1/best/best-self-hosted-map-server-for-geospatial-applications.json"}],"page":"https://modelsagree.com/product/protomaps","check":"https://modelsagree.com/check?q=Protomaps","updated":"2026-07-18T21:00:29.585Z","attribution":"modelsagree.com, CC BY 4.0"}