GeoLab vs QGIS
GeoLab and QGIS can both process local spatial data, but they define the workspace differently. GeoLab is a session-based browser SQL workbench; QGIS is a full desktop GIS with projects, broad format support, cartography, processing, and feature editing.
Compared against cited public documentation. Last reviewed August 26, 2026; product capabilities may change.
| Capability | GeoLab | QGIS |
|---|---|---|
| Install | Browser application; no local GIS install | Desktop application installed on Windows, macOS, or Linux |
| Local processing | Yes; DuckDB-WASM in the current tab | Yes; desktop processing, providers, and local or remote data sources |
| Primary interaction | SQL editor plus map layers | Map canvas, layer panels, tools, forms, and processing algorithms |
| SQL first | Yes; SQL is the main transformation interface | Partial; SQL is available through Virtual Layers and database tools, but is not the only or primary interface |
| Multi-source Spatial SQL | Yes; imported CSV and GeoJSON relations share one DuckDB connection | Yes; Virtual Layers can query loaded vector layers, and database providers expose database SQL |
| Full GIS editing | No | Yes; geometry and attribute editing with provider-dependent capabilities |
| Cartography and layout | Basic interactive layer color, opacity, visibility, and point size | Extensive symbology, labeling, print layouts, and atlas workflows |
| Persistence | Session-only; refresh clears files and layers | Project files and persistent file/database data sources |
| Input scope | CSV and GeoJSON in v0.1.0 | Broad file, database, web-service, and plugin-based provider ecosystem |
Use GeoLab when
- You need a quick SQL-based inspection of a local CSV or GeoJSON without configuring a desktop GIS.
- The data should remain in the current browser session and the result only needs interactive map inspection.
- A reproducible SQL query is more important than a cartographic or editing workflow.
Use QGIS when
- You need to edit feature geometry or attributes and save the changes.
- You need advanced symbology, labeling, layouts, coordinate-system tooling, or processing models.
- Your workflow depends on formats, providers, plugins, or long-lived projects outside GeoLab's current input boundary.
Shared considerations
- Neither interface removes the need to understand CRS alignment, topology, and predicate semantics.
- Performance depends on data size, operation complexity, and available local resources.
- QGIS can use databases and services, while GeoLab v0.1.0 does not connect to remote databases.
Sources and scope
These links document the product behavior summarized above. GeoLab-specific claims are limited to the current public v0.1.0 implementation.
- GeoLab README and sourceCurrent v0.1.0 inputs, execution model, interface, and limitations.
- QGIS user manualOfficial desktop interface, data source, map, processing, and project documentation.
- QGIS Virtual LayersOfficial SQL-over-layers behavior and limitations.
- QGIS editingOfficial geometry and attribute editing workflows.