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Maps · head to head

Gaia GPS vs Lonboard

Gaia GPS logo

Gaia GPS

Maps

Premium backcountry navigation for outdoor adventurers

From
Free
Rated
-
Full reviewWebsite
Lonboard logo

Lonboard

Maps

Python map rendering in Jupyter that skips GeoJSON and moves millions of features without choking

From
Free
Rated
-
Full reviewWebsite

The short version

  • Each has a real cost: Gaia GPS no specific pricing details are published for the Premium tier; Lonboard it is a notebook visualisation library, not a mapping application, so there is no editing, no layout, no map export for print and no sharing beyond distributing the notebook or an HTML file
  • They diverge on capability: Gaia GPS covers Topo maps, Lonboard covers GeoArrow binary transfer.
  • Prices and features above were last checked on 1 September 2026.

Where they differ

Only the attributes on which Gaia GPS and Lonboard actually diverge.

Attributes where Gaia GPS and Lonboard differ
AttributeGaia GPSLonboard
Pricing modelfreemiumOpen source, no licence fee
PlatformsiOS, Android, WebLinux, macOS, Windows
Founded2008Unknown

Identical on both: starting price (Free), free tier (Yes), user rating (Not yet rated), category (Maps).

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 Gaia GPS

  • Topo maps
  • Satellite imagery
  • Offline maps
  • Track recording
  • Waypoint management
  • Garmin inReach
  • Apple Watch
  • Garmin Connect

Only in Lonboard

  • GeoArrow binary transfer
  • GeoPandas input
  • deck.gl layers
  • Jupyter widget
  • Large dataset handling
  • Styling by attribute
  • Open source licence

What people use each for

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

Gaia GPS

  • Offline topographic map navigation for hiking and backcountry travelnot Lonboard
  • Trail discovery and uploading in remote areasnot Lonboard
  • 4x4 off-road and overlanding navigationnot Lonboard
  • Ski touring and backcountry skiing navigationnot Lonboard

Lonboard

  • An analyst exploring a national road or parcel dataset in a notebook where pydeck or ipyleaflet becomes unusable at that sizenot Gaia GPS
  • A researcher publishing a reproducible analysis where the visualisation must run from the same script as the processingnot Gaia GPS
  • A data scientist joining spatial data to model outputs in pandas and needing to see the result immediately without exporting to a GISnot Gaia GPS
  • A team building an internal analysis pipeline on GeoParquet that wants rendering without a serialisation step in the middlenot Gaia GPS

Where each one falls short

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

Gaia GPS

  • No specific pricing details are published for the Premium tier
  • Pricing information only available through checkout or app interface

Lonboard

  • It is a notebook visualisation library, not a mapping application, so there is no editing, no layout, no map export for print and no sharing beyond distributing the notebook or an HTML file
  • Maintenance sits with Development Seed as an open source side output of a consultancy, so roadmap priorities follow client projects and there is no support contract to buy
  • Layer coverage is a subset of deck.gl, so an analyst needing a less common layer type has to drop to pydeck or write JavaScript rather than staying in Python
  • It expects data already in GeoPandas or Arrow form, which means the performance benefit depends on the rest of your pipeline being Arrow-friendly; reading a large Shapefile is still the slow step
  • Rendering happens in the browser, so very large datasets are ultimately limited by the client machine's memory and GPU rather than by the server, and a laptop will still fail on data a workstation handles

Pricing, plan by plan

Gaia GPS

Free

No published plan breakdown. See the Gaia GPS review.

Lonboard

Free
  • LonboardFree
    • Open source, no licence fee
    • No usage limits
    • Installed from PyPI or conda

Which should you pick?

Choose Gaia GPS if

  • You need topo maps.
  • You want to start without paying.
  • You work on iOS, Android, Web.
  • You also want satellite imagery.
Gaia GPS review

Choose Lonboard if

  • You need geoarrow binary transfer.
  • You want to start without paying.
  • You work on Linux, macOS, Windows.
  • You also want geopandas input.
Lonboard review

Questions people ask

Is Gaia GPS or Lonboard better?
Neither clearly leads. Gaia GPS starts at Free and Lonboard at Free, and user ratings are close enough to be indistinguishable. Choose on capability and platform support.
Which is cheaper, Gaia GPS or Lonboard?
Gaia GPS starts at Free and Lonboard at Free.
Does Gaia GPS or Lonboard run on more platforms?
Gaia GPS runs on iOS, Android, Web. Lonboard runs on Linux, macOS, Windows.
Can I use Gaia GPS for free?
Both have a free tier, so you can try either at no cost before committing.
What is Gaia GPS best used for?
Gaia GPS is most often used for offline topographic map navigation for hiking and backcountry travel, trail discovery and uploading in remote areas, 4x4 off-road and overlanding navigation, ski touring and backcountry skiing navigation. Of those, offline topographic map navigation for hiking and backcountry travel and trail discovery and uploading in remote areas are not what Lonboard is typically brought in for.
What can Gaia GPS do that Lonboard cannot?
Gaia GPS covers Topo maps, Satellite imagery, Offline maps, Track recording. Lonboard covers GeoArrow binary transfer, GeoPandas input, deck.gl layers, Jupyter widget.

Answered from the vendors’ own pages

Gaia GPS: Does Gaia GPS offer a free version?

Yes, Gaia GPS Free is available. The service also offers Gaia GPS Premium as a paid tier, but specific pricing details are not disclosed on the website.

Source
Lonboard: Why not just use pydeck?

pydeck serialises geometry to GeoJSON to reach the browser. Lonboard uses a binary GeoArrow pipeline, which is the reason it handles far larger datasets in the same notebook.

Gaia GPS: How much does Gaia GPS Premium cost?

Gaia GPS Premium is a paid subscription option, but the vendor does not publish specific pricing on their website. Pricing information is available through the app's checkout or registration pages.

Source
Lonboard: Who maintains it?

Development Seed, a geospatial engineering consultancy, as an open source project. There is no commercial support offering.

Lonboard: Does it work outside Jupyter?

It is built as a Jupyter widget. Exporting to standalone HTML is possible, but the intended environment is a notebook.

Lonboard: Is it free for commercial use?

Yes, it is open source with no licence fee.

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