Quick comparison # App Pricing Verified price Open source Platforms Verified facts Score 1 FeltFree plan + paid $199/month billed yearly (Team) No Web 5 of 5 68.8 2 Google BigQueryFree plan + paid $6.25 per TiB scanned (on-demand) No Web 4 of 4 66.2 3 QGISOpen source — Yes Windows, macOS, Linux 4 of 4 61.8 4 kepler.glOpen source — Yes Web, Self-hosted 5 of 5 57.5 5 MapTilerFree plan + paid $30/month (USD) No Web, Self-hosted, Windows +2 4 of 4 57.5
1 1. Felt Top pick Best for: Teams that need to share and edit maps with non-GIS colleagues in the browser
Free plan + paid Web
Why switch from CARTO
Easier collaborative web mapping for teams that don't need warehouse-scale analytics.
Pros Real-time co-editing and commenting with free viewers Imports common GIS formats and live data sources on paid plans QGIS plugin and REST API connect it to existing workflowsCons Free plan can't upload your own data or export Paid plans are costly for individuals Far less analysis depth than a desktop GISHow this score is calculated Editorial fit ×0.3 100
Reviews ×0.3 63
Clicks (90 days) ×0.15 0
Freshness ×0.15 100
Votes ×0.1 50
0 counted reviews, 0 up and 0 down votes. Full formula
2 Best for: Teams on Google Cloud or GA4 who want a warehouse with no servers to manage
Free plan + paid Web
Why switch from CARTO
Built-in geography functions let you run spatial SQL where your data already lives, without a separate platform.
Pros Fully serverless, with nothing to size or keep running Monthly free query and storage allowance for small projects Native exports from Google Analytics 4 and other Google products Machine learning models can be trained in plain SQLCons Tied to Google Cloud; there is no self-hosted version On-demand billing by data scanned can surprise teams that query wide tables Less control over performance tuning than with your own clusterHow this score is calculated Editorial fit ×0.3 41
Reviews ×0.3 63
Clicks (90 days) ×0.15 100
Freshness ×0.15 100
Votes ×0.1 50
0 counted reviews, 0 up and 0 down votes. Full formula
3 Best for: Analysts, researchers and organisations that want full desktop GIS without licence fees
Open source Windows, macOS, Linux
Why switch from CARTO
Free open-source desktop GIS for analysts who don't need a cloud platform.
Pros Free for any use under the GPL, with no seat licences Runs on Windows, macOS and Linux Strong cartography with layouts, atlases and reports Large plugin library and Python scriptingCons Less integrated with Esri's ArcGIS Online and Enterprise services Support comes from the community or third-party firms, not one vendor Frequent releases mean plugins can lag behind new versionsHow this score is calculated Editorial fit ×0.3 77
Reviews ×0.3 63
Clicks (90 days) ×0.15 0
Freshness ×0.15 100
Votes ×0.1 50
0 counted reviews, 0 up and 0 down votes. Full formula
4 Best for: Analysts and developers who want fast, free visual maps of large point and trip datasets
Open source Self-hostable Web, Self-hosted
Why switch from CARTO
Free, open-source map explorer that renders millions of points in the browser, for visual analysis without a subscription.
Pros Free and MIT licensed Renders millions of points in the browser Embeddable React component and a Jupyter widget No account needed for the demo appCons No spatial analysis toolbox like a desktop GIS Collaboration and sharing need your own hosting setup Embedding requires React and Redux knowledgeHow this score is calculated Editorial fit ×0.3 63
Reviews ×0.3 63
Clicks (90 days) ×0.15 0
Freshness ×0.15 100
Votes ×0.1 50
0 counted reviews, 0 up and 0 down votes. Full formula
5 Best for: Developers who need hosted or offline basemaps and geocoding without Google Maps or Mapbox pricing
Free plan + paid Self-hostable Web, Self-hosted, Windows, macOS, Linux
Why switch from CARTO
Cheaper hosted maps and data hosting with a free tier and self-hosted server option.
Pros Free plan with no billing details required Self-hosted and offline option via MapTiler Server Usage-based pricing with published per-session rates Works with QGIS, ArcGIS and MapLibreCons Free plan is for non-commercial use and pauses at its quota Free maps carry the MapTiler logo Fewer navigation and routing features than MapboxHow this score is calculated Editorial fit ×0.3 63
Reviews ×0.3 63
Clicks (90 days) ×0.15 0
Freshness ×0.15 100
Votes ×0.1 50
0 counted reviews, 0 up and 0 down votes. Full formula
Verified facts 4 of 4 verified Free plan $0, non-commercial use Checked Nov 8, 2026maptiler.com(opens source in a new tab) Flex plan $30/month (USD) Checked Nov 8, 2026maptiler.com(opens source in a new tab) Free plan sessions 5,000 per month Checked Nov 8, 2026maptiler.com(opens source in a new tab) Self-hosting Windows, macOS, Linux, Docker, Kubernetes Checked Nov 8, 2026maptiler.com(opens source in a new tab)