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Libraries · head to head

Leafmap vs WhiteboxTools

Leafmap logo

Leafmap

Libraries

Python package for interactive geospatial mapping and analysis inside Jupyter notebooks

From
Free
Rated
-
Full reviewWebsite
WhiteboxTools logo

WhiteboxTools

Maps

Open source geospatial analysis engine with several hundred raster, LiDAR and hydrological tools

From
Free
Rated
-
Full reviewWebsite

The short version

  • Each has a real cost: Leafmap it is a Python library rather than an application, so there is nothing to buy, nothing to install for a non-technical colleague and no interface outside a notebook environment.; WhiteboxTools there is no vendor and no commercial support contract, so an organisation whose regulatory or client obligations require an answerable supplier cannot use it for that work no matter how good the algorithms are.
  • They diverge on capability: Leafmap covers Multiple mapping backends, WhiteboxTools covers Hydrological analysis.
  • Prices and features above were last checked on 1 September 2026.

Where they differ

Only the attributes on which Leafmap and WhiteboxTools actually diverge.

Attributes where Leafmap and WhiteboxTools differ
AttributeLeafmapWhiteboxTools
PlatformsLinux, Windows, macOSWindows, macOS, Linux
CategoryLibrariesMaps

Identical on both: starting price (Free), pricing model (Open source, no licence fee), free tier (Yes), user rating (Not yet rated).

What each one covers

Drawn from each product's published feature list. An absence here means we hold no record of it - not that the product lacks it.

Only in Leafmap

  • Multiple mapping backends
  • Notebook interactivity
  • Raster and COG support
  • STAC catalogue access
  • Earth Engine integration
  • Basemap library
  • Vector data handling
  • Split map comparison

Only in WhiteboxTools

  • Hydrological analysis
  • LiDAR processing
  • Terrain derivatives
  • Raster analysis
  • Image processing
  • Python and R front ends
  • QGIS plugin
  • MIT licence

What people use each for

The jobs each tool is most often brought in to do.

Leafmap

  • A remote sensing course where students need interactive maps without learning JavaScript or a desktop GISnot WhiteboxTools
  • A researcher exploring STAC-hosted satellite imagery inside a notebook before committing to a processing pipelinenot WhiteboxTools
  • An analyst producing a shareable interactive map from a GeoDataFrame in a handful of linesnot WhiteboxTools
  • A team prototyping a geospatial visualisation before deciding whether to build it properly in a web frameworknot WhiteboxTools

WhiteboxTools

  • A hydrologist who needs depression breaching rather than filling on a large DEM, because filling destroys the drainage structure the model depends onnot Leafmap
  • A forestry or environmental team processing airborne LiDAR into canopy height and terrain models without buying a point cloud licence per analystnot Leafmap
  • A GIS developer embedding terrain analysis into a commercial product, where the MIT licence avoids the copyleft obligations of GRASS or SAGAnot Leafmap
  • A university teaching geomorphometry where every student needs the full toolset on their own laptop at zero costnot Leafmap

Where each one falls short

Documented limitations, not opinions. Every one is a constraint you would hit in normal use.

Leafmap

  • It is a Python library rather than an application, so there is nothing to buy, nothing to install for a non-technical colleague and no interface outside a notebook environment.
  • Maintenance rests largely on one academic maintainer with grant funding, which makes long-term continuity a real consideration for anything beyond research use.
  • The API has moved quickly across releases, so notebooks written against an older version can break on upgrade, which undermines reproducibility in exactly the research settings where it is popular.
  • It abstracts over several third-party backends, so a bug or a rendering limitation is often in ipyleaflet, folium or MapLibre rather than in Leafmap, and diagnosing it means understanding the layer underneath anyway.
  • Large datasets rendered through notebook widgets become slow or unresponsive, so it does not scale to the data volumes a dedicated tiling service or desktop GIS handles comfortably.

WhiteboxTools

  • There is no vendor and no commercial support contract, so an organisation whose regulatory or client obligations require an answerable supplier cannot use it for that work no matter how good the algorithms are.
  • Maintenance depends on a single academic research group and effectively on one professor, which is a real continuity risk for anything embedded in a production pipeline for a decade.
  • It is command line first; the QGIS plugin and Python bindings help, but analysts who expect a graphical workflow with previews and undo find it unforgiving.
  • Documentation is a reference manual rather than a set of worked workflows, so knowing which of 450 tools to chain for a given problem requires domain knowledge the software does not supply.
  • Naming and behaviour overlap confusingly with the older Whitebox GAT, a separate GPL-licensed desktop GIS from the same group, and adopters regularly install or cite the wrong one.

Pricing, plan by plan

Leafmap

Free
  • LeafmapFree
    • MIT licence
    • Installed from PyPI or conda-forge
    • No usage limits

WhiteboxTools

Free
  • WhiteboxTools open coreFree
    • MIT licence
    • Over 450 geospatial tools
    • Python, R and QGIS front ends

Which should you pick?

Choose Leafmap if

  • You need multiple mapping backends.
  • You want to start without paying.
  • You work on Linux, Windows, macOS.
  • You also want notebook interactivity.
Leafmap review

Choose WhiteboxTools if

  • You need hydrological analysis.
  • You want to start without paying.
  • You work on Windows, macOS, Linux.
  • You also want lidar processing.
WhiteboxTools review

Questions people ask

Is Leafmap or WhiteboxTools better?
Neither clearly leads. Leafmap starts at Free and WhiteboxTools at Free, and user ratings are close enough to be indistinguishable. Choose on capability and platform support.
Which is cheaper, Leafmap or WhiteboxTools?
Leafmap starts at Free and WhiteboxTools at Free.
Does Leafmap or WhiteboxTools run on more platforms?
Leafmap runs on Linux, Windows, macOS. WhiteboxTools runs on Windows, macOS, Linux.
Can I use Leafmap for free?
Both have a free tier, so you can try either at no cost before committing.
What is Leafmap best used for?
Leafmap is most often used for a remote sensing course where students need interactive maps without learning javascript or a desktop gis, a researcher exploring stac-hosted satellite imagery inside a notebook before committing to a processing pipeline, an analyst producing a shareable interactive map from a geodataframe in a handful of lines, a team prototyping a geospatial visualisation before deciding whether to build it properly in a web framework. Of those, a remote sensing course where students need interactive maps without learning javascript or a desktop gis and a researcher exploring stac-hosted satellite imagery inside a notebook before committing to a processing pipeline are not what WhiteboxTools is typically brought in for.
What can Leafmap do that WhiteboxTools cannot?
Leafmap covers Multiple mapping backends, Notebook interactivity, Raster and COG support, STAC catalogue access. WhiteboxTools covers Hydrological analysis, LiDAR processing, Terrain derivatives, Raster analysis.

Answered from the vendors’ own pages

Leafmap: Is Leafmap a product?

No. It is an MIT-licensed Python package installed from PyPI or conda-forge. There is nothing to purchase.

WhiteboxTools: Is WhiteboxTools free for commercial use?

Yes. It is MIT licensed, which permits commercial use and embedding without a copyleft obligation.

Leafmap: Who maintains it?

Primarily Qiusheng Wu at the University of Tennessee, with community contributors, funded through research grants rather than sales.

WhiteboxTools: Is there paid support?

No general commercial support contract is offered. Support is GitHub issues and community forums. Budget internal expertise instead.

Leafmap: Can I buy support?

No commercial support offering exists. Help comes from GitHub issues and the community.

WhiteboxTools: Who maintains it?

Professor John Lindsay and the Geomorphometry and Hydrogeomatics Research Group at the University of Guelph, Canada.

Leafmap: Is it suitable for a production web application?

It is not designed for that. Use it for analysis and prototyping, then build production maps on MapLibre, deck.gl or a hosted service.

WhiteboxTools: How is it different from Whitebox GAT?

Whitebox GAT is an older GPL-licensed desktop GIS from the same group. WhiteboxTools is the newer Rust command line engine with a permissive licence. They are not the same product.

WhiteboxTools: Can I use it from QGIS?

Yes, through a plugin, and also from Python and R.

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