ArcGIS Online: ArcGIS Online is a cloud-based mapping platform from Esri that lets you create, share, and analyze interactive maps and data without installing special software. It’s best for quickly making web maps, collaborating with others, and accessing ready-to-use geographic data and analysis tools.
Use ArcGIS Pro if... you are a GIS professional, student, or organization working within the Esri ecosystem, or if it is the industry standard for your field. It's a powerful, all-in-one application for advanced analysis, sophisticated cartography, 3D visualization, and managing large, complex geospatial databases.
Use QGIS if... you need a powerful, free, and open-source alternative to commercial software. It's the best choice for users who need a full-featured, all-around GIS for professional map-making, a wide range of analyses, and extensive data format support without the cost of a software license.
Use GRASS GIS if... your work involves complex, scriptable, and repeatable scientific analysis, especially with raster data. It's a powerful tool for academic research, environmental modeling, and hydrology, but has a steep learning curve.
Use SAGA GIS if... your primary focus is analyzing terrain and raster data. It offers a massive library of specialized geoscientific algorithms for things like hydrological modeling and landform analysis.
Use GeoDa if... you need to explore spatial patterns in your vector data. It's not a full GIS, but a specialized tool for finding statistical "hot spots," "cold spots," and other spatial clusters in data like crime incidents or census results.
Use OpenJUMP if... you need to perform complex editing and cleaning of vector data (points, lines, polygons).
Use gvSIG if... you are working within its ecosystem, which includes strong mobile and enterprise options for field data collection and asset management.
Use uDig if... your main goal is simply to view standard GIS data formats and consume web map services with an easy-to-use interface.
Use ArcGIS Online if... your main goal is to share maps and collaborate with a team or the public. It is the central hub of the Esri ecosystem, excelling at creating interactive web maps, dashboards, and mobile apps for field data collection (like surveys and asset inventories).
Use Google Earth Engine (GEE) if... you need to analyze enormous, planetary-scale satellite imagery datasets. It's a specialized tool for running algorithms on petabytes of environmental data to track large-scale changes like deforestation or surface water change over time.
Use Mapbox Studio if... you are a developer or designer who needs to create beautiful, custom-designed basemaps for a website or mobile app. Its focus is on cartographic design and developer APIs, not deep analysis.
Use Kepler.gl if... you have a very large dataset of points or lines (like millions of taxi trips) and need to quickly drag-and-drop it into a browser to visualize and explore it instantly in 2D or 3D.