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Maps · head to head

Google Maps Platform vs Lonboard

Google Maps Platform logo

Google Maps Platform

Maps

Comprehensive set of APIs and SDKs that allow developers to embed Google

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: Google Maps Platform free allowances are per service rather than pooled, at 10,000 events a month for dynamic maps, geocoding and autocomplete; 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: Google Maps Platform 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 Google Maps Platform and Lonboard actually diverge.

Attributes where Google Maps Platform and Lonboard differ
AttributeGoogle Maps PlatformLonboard
Pricing modelsubscriptionOpen source, no licence fee
PlatformsWebLinux, macOS, Windows
Founded2005Unknown

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 Google Maps Platform

  • 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.

Google Maps Platform

  • Embedding dynamic maps, Street View and photorealistic 3D tiles in an applicationnot Lonboard
  • Route computation, navigation and fleet route optimisationnot Lonboard
  • Geocoding, place autocomplete and address validationnot Lonboard
  • Environmental data including weather, solar, air quality and pollennot Lonboard
  • Geospatial analytics through Earth Enginenot Lonboard

Lonboard

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

Where each one falls short

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

Google Maps Platform

  • Free allowances are per service rather than pooled, at 10,000 events a month for dynamic maps, geocoding and autocomplete
  • Dynamic Maps cost $7.00 per 1,000 calls at the entry tier
  • Geocoding and the Directions API both cost $5.00 per 1,000 calls at the entry tier
  • Pricing is tiered by volume, so the effective unit price depends on total monthly usage and is hard to predict in advance
  • Billing is usage based with no flat plan, so a traffic spike is a cost spike

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

Google Maps Platform

Free
  • Starter$100/month
    • 50,000 monthly calls
    • Dynamic Maps
    • Geocoding
  • Essentials$275/month
    • 100,000 monthly calls
    • Dynamic Maps
    • Geocoding
  • Pro$1200/month
    • 250,000 monthly calls
    • All Essentials features
    • Address Validation Pro
  • Enterprise$null/month
    • Custom monthly call allowances
    • Maximum flexibility
    • Extensive customization

Lonboard

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

Which should you pick?

Choose Google Maps Platform if

  • You need core functionality.
  • You want to start without paying.
  • You also want user interface.
Google Maps Platform 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 Google Maps Platform or Lonboard better?
Neither clearly leads. Google Maps Platform 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, Google Maps Platform or Lonboard?
Google Maps Platform starts at Free and Lonboard at Free.
Does Google Maps Platform or Lonboard run on more platforms?
Google Maps Platform runs on Web. Lonboard runs on Linux, macOS, Windows.
Can I use Google Maps Platform for free?
Both have a free tier, so you can try either at no cost before committing.
What is Google Maps Platform best used for?
Google Maps Platform is most often used for embedding dynamic maps, street view and photorealistic 3d tiles in an application, route computation, navigation and fleet route optimisation, geocoding, place autocomplete and address validation, environmental data including weather, solar, air quality and pollen. Of those, embedding dynamic maps, street view and photorealistic 3d tiles in an application and route computation, navigation and fleet route optimisation are not what Lonboard is typically brought in for.
What can Google Maps Platform do that Lonboard cannot?
Google Maps Platform covers Core Functionality, User Interface. Lonboard covers GeoArrow binary transfer, GeoPandas input, deck.gl layers, Jupyter widget.

Answered from the vendors’ own pages

Google Maps Platform: How much does Google Maps Platform cost?

Google Maps Platform offers subscription plans starting at $100/month for the Starter plan (50,000 calls), $275/month for Essentials (100,000 calls), and $1,200/month for Pro (250,000 calls). Enterprise pricing is custom.

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.

Google Maps Platform: Is there a free tier for Google Maps Platform?

Yes, Google Maps Platform provides a free tier with 10,000 calls per SKU monthly for Essentials and Pro products, plus automatic volume discounts starting at 20% for usage exceeding 100K monthly requests.

Source
Lonboard: Who maintains it?

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

Google Maps Platform: What API products are included in each Google Maps tier?

Starter includes Dynamic Maps and Geocoding. Essentials adds Autocomplete, Geolocation, Place Details, Time Zone, Routes, Air Quality, Solar API, and Weather. Pro adds Address Validation, Places Aggregate API, Nearby Search Pro, Text Search Pro, Immersive Maps, Aerial View, Elevation, Route Optimization, and Pollen.

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.

Google Maps Platform: Do new Google Maps Platform customers get any trial credits?

Yes, new customers receive $300 in trial credit toward their Google Maps Platform usage.

Source
Lonboard: Is it free for commercial use?

Yes, it is open source with no licence fee.

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