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Maps · head to head

Apple Maps vs Lonboard

Apple Maps logo

Apple Maps

Maps

Web mapping and navigation application developed by Apple Inc

From
On request
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

  • Only Lonboard has a free tier, so it costs nothing to try first.
  • Each has a real cost: Apple Maps live traffic updates, public transit info, and satellite view all require an active internet connection, offline mode (iOS 17+) is limited to pre-downloaded areas for driving, walking, cycling, and transit directions; 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: Apple Maps 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 Apple Maps and Lonboard actually diverge.

Attributes where Apple Maps and Lonboard differ
AttributeApple MapsLonboard
Starting priceOn requestFree
Pricing modelfreemiumOpen source, no licence fee
Free tierNoYes
PlatformsiOS, macOS, WebLinux, macOS, Windows
Founded2012Unknown

Identical on both: 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 Apple Maps

  • 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.

Apple Maps

  • Turn-by-turn driving, walking, and cycling navigationnot Lonboard
  • Public transit directions with real-time schedules (subways, buses, trains, ferries)not Lonboard
  • Offline turn-by-turn directions for pre-downloaded areas (iOS 17+)not Lonboard
  • Augmented-reality immersive walking directions in supported citiesnot Lonboard
  • Saving custom hiking/walking routes, including U.S. national park hikes, for offline accessnot Lonboard

Lonboard

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

Where each one falls short

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

Apple Maps

  • Live traffic updates, public transit info, and satellite view all require an active internet connection, offline mode (iOS 17+) is limited to pre-downloaded areas for driving, walking, cycling, and transit directions
  • Apple Maps for the web is only in public beta, not a full-featured release
  • Feature depth (e.g. immersive walking AR directions, detailed transit) is strongest on newer iPhones/iOS versions, leaving older devices with a reduced experience

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

Apple Maps

On request

No published plan breakdown. See the Apple Maps review.

Lonboard

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

Which should you pick?

Choose Apple Maps if

  • You need core functionality.
  • You work on iOS, macOS, Web.
  • You also want user interface.
Apple Maps 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 Apple Maps or Lonboard better?
Neither clearly leads. Apple Maps starts at On request and Lonboard at Free, and user ratings are close enough to be indistinguishable. Choose on capability and platform support.
Which is cheaper, Apple Maps or Lonboard?
Lonboard has a free tier; the other does not. Paid plans start at On request for Apple Maps and Free for Lonboard.
Does Apple Maps or Lonboard run on more platforms?
Apple Maps runs on iOS, macOS, Web. Lonboard runs on Linux, macOS, Windows.
Can I use Lonboard for free?
Yes. Lonboard has a free tier, so you can try it without paying. Apple Maps starts at On request.
What is Apple Maps best used for?
Apple Maps is most often used for turn-by-turn driving, walking, and cycling navigation, public transit directions with real-time schedules (subways, buses, trains, ferries), offline turn-by-turn directions for pre-downloaded areas (ios 17+), augmented-reality immersive walking directions in supported cities. Of those, turn-by-turn driving, walking, and cycling navigation and public transit directions with real-time schedules (subways, buses, trains, ferries) are not what Lonboard is typically brought in for.
What can Apple Maps do that Lonboard cannot?
Apple Maps covers Core Functionality, User Interface. Lonboard covers GeoArrow binary transfer, GeoPandas input, deck.gl layers, Jupyter widget.

Answered from the vendors’ own pages

Apple Maps: Is there a cost to integrate Apple Maps into my app?

The Apple Maps pricing page does not disclose whether MapKit or MapKit JS integration is free or paid. You would need to consult Apple's developer documentation for current pricing and licensing terms.

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.

Apple Maps: What are the usage limits for Apple Maps integration?

The pricing page does not specify any rate limits, monthly minimums, or usage caps for MapKit or MapKit JS. This information is available in Apple's developer documentation.

Source
Lonboard: Who maintains it?

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

Apple Maps: Are there different pricing tiers for MapKit and MapKit JS?

The Apple Maps page mentions MapKit for iOS, iPadOS, and macOS apps, and MapKit JS for websites, but does not provide pricing details or tier information for either option.

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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