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Maps · head to head

Esri ArcGIS vs Lonboard

Esri ArcGIS logo

Esri ArcGIS

Maps

Geographic Information System Platform

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: Esri ArcGIS no specific pricing information published on the product page; 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: Esri ArcGIS covers Mapping & Visualization, Lonboard covers GeoArrow binary transfer.
  • Prices and features above were last checked on 1 September 2026.

Where they differ

Only the attributes on which Esri ArcGIS and Lonboard actually diverge.

Attributes where Esri ArcGIS and Lonboard differ
AttributeEsri ArcGISLonboard
Starting priceOn requestFree
Pricing modelquoteOpen source, no licence fee
Free tierNoYes
PlatformsWeb, Mobile (field apps), DesktopLinux, macOS, Windows
Founded1969Unknown

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 Esri ArcGIS

  • Mapping & Visualization
  • Spatial Analysis
  • Data Management
  • Field Operations
  • Real-time Analytics
  • AutoCAD
  • SAP
  • Microsoft Office

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.

Esri ArcGIS

  • Geospatial mapping and spatial analysisnot Lonboard
  • Enterprise data governance and managementnot Lonboard
  • Real-time field data collectionnot Lonboard
  • AI-assisted geospatial analysisnot Lonboard

Lonboard

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

Where each one falls short

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

Esri ArcGIS

  • No specific pricing information published on the product page
  • Customers directed to Esri Store or sales contact to learn about purchasing options
  • Pricing model not disclosed online; requires direct contact with sales

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

Esri ArcGIS

On request

No published plan breakdown. See the Esri ArcGIS review.

Lonboard

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

Which should you pick?

Choose Esri ArcGIS if

  • You need mapping & visualization.
  • You work on Web, Mobile (field apps), Desktop.
  • You also want spatial analysis.
Esri ArcGIS 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 Esri ArcGIS or Lonboard better?
Neither clearly leads. Esri ArcGIS 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, Esri ArcGIS or Lonboard?
Lonboard has a free tier; the other does not. Paid plans start at On request for Esri ArcGIS and Free for Lonboard.
Does Esri ArcGIS or Lonboard run on more platforms?
Esri ArcGIS runs on Web, Mobile (field apps), Desktop. 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. Esri ArcGIS starts at On request.
What is Esri ArcGIS best used for?
Esri ArcGIS is most often used for geospatial mapping and spatial analysis, enterprise data governance and management, real-time field data collection, ai-assisted geospatial analysis. Of those, geospatial mapping and spatial analysis and enterprise data governance and management are not what Lonboard is typically brought in for.
What can Esri ArcGIS do that Lonboard cannot?
Esri ArcGIS covers Mapping & Visualization, Spatial Analysis, Data Management, Field Operations. Lonboard covers GeoArrow binary transfer, GeoPandas input, deck.gl layers, Jupyter widget.

Answered from the vendors’ own pages

Esri ArcGIS: How much does ArcGIS cost?

ArcGIS pricing is not displayed on the main product page. Customers can view self-service options through the Esri Store at https://www.esri.com/en-us/store/overview or contact sales at 1-877-228-1724 for custom enterprise pricing.

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.

Esri ArcGIS: How do I purchase ArcGIS?

ArcGIS is available through multiple purchasing channels: self-service online ordering through the Esri Store for standard user types and apps, or contact the sales team at 1-877-228-1724 (7 a.m. to 5 p.m. PT, Monday-Friday) for enterprise solutions and custom licensing arrangements.

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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