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Maps · head to head

Geoapify vs Lonboard

Geoapify logo

Geoapify

Maps

Geocoding, routing, map tiles, and place search APIs for developers building location-aware applications

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: Geoapify does not include detailed location information like photos, reviews, and operating hours from Google Maps; 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: Geoapify covers Core Functionality, Lonboard covers GeoArrow binary transfer.
  • Prices and features above were last checked on 1 September 2026.

Where they differ

Only the attributes on which Geoapify and Lonboard actually diverge.

Attributes where Geoapify and Lonboard differ
AttributeGeoapifyLonboard
Pricing modelUnknownOpen source, no licence fee
PlatformsWeb, APILinux, macOS, Windows

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 Geoapify

  • Core Functionality
  • User Interface

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.

Geoapify

  • Custom mapping with Leaflet, MapLibre or OpenLayersnot Lonboard
  • Address validation, geocoding and autocompletenot Lonboard
  • Multi-stop route planning and logistics optimisationnot Lonboard
  • Points of interest search filtered by category and areanot Lonboard
  • Isochrone generation for service coverage analysisnot Lonboard

Lonboard

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

Where each one falls short

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

Geoapify

  • Does not include detailed location information like photos, reviews, and operating hours from Google Maps
  • Limited daily rate limits enforced per day rather than monthly limits
  • Requires internet connection to access the API, limiting offline functionality
  • OpenStreetMap-based data may have inconsistent coverage in certain regions

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

Geoapify

Free

No published plan breakdown. See the Geoapify review.

Lonboard

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

Which should you pick?

Choose Geoapify if

  • You need core functionality.
  • You want to start without paying.
  • You work on Web, API.
  • You also want user interface.
Geoapify 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 Geoapify or Lonboard better?
Neither clearly leads. Geoapify 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, Geoapify or Lonboard?
Geoapify starts at Free and Lonboard at Free.
Does Geoapify or Lonboard run on more platforms?
Geoapify runs on Web, API. Lonboard runs on Linux, macOS, Windows.
Can I use Geoapify for free?
Both have a free tier, so you can try either at no cost before committing.
What is Geoapify best used for?
Geoapify is most often used for custom mapping with leaflet, maplibre or openlayers, address validation, geocoding and autocomplete, multi-stop route planning and logistics optimisation, points of interest search filtered by category and area. Of those, custom mapping with leaflet, maplibre or openlayers and address validation, geocoding and autocomplete are not what Lonboard is typically brought in for.
What can Geoapify do that Lonboard cannot?
Geoapify covers Core Functionality, User Interface. Lonboard covers GeoArrow binary transfer, GeoPandas input, deck.gl layers, Jupyter widget.

Answered from the vendors’ own pages

Geoapify: What APIs does Geoapify provide?

Geoapify provides six API categories: Maps (vector and raster tiles), Address Search (geocoding and reverse geocoding), Routes (route calculation and optimization), Places (POI search), Reachability and Analysis (isochrone generation), and IP Geolocation.

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.

Geoapify: What is Geoapify's pricing model?

Geoapify offers a free plan with 3,000 credits per day for low-volume usage and paid plans that scale with needs. The platform uses a credits-based system to measure API request complexity.

Source
Lonboard: Who maintains it?

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

Geoapify: Can I cache and redistribute Geoapify results?

Yes, Geoapify emphasizes open-data-based APIs with permissive licensing that allows caching, storing, and redistributing results without vendor lock-in restrictions.

Source
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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