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Maps · head to head

Lonboard vs Webfleet

Lonboard logo

Lonboard

Maps

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

From
Free
Free plan
Yes
Full reviewWebsite
Webfleet logo

Webfleet

Fleet Management

European fleet telematics, owned by Bridgestone since the TomTom Telematics sale

From
On request
Free plan
No
Full reviewWebsite

The short version

  • Only Lonboard has a free tier, so it costs nothing to try first.
  • Each has a real cost: 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; Webfleet ownership sits with a tyre manufacturer, so product investment follows the tyre and vehicle services strategy, and features that do not feed that business have historically moved slowly.
  • They diverge on capability: Lonboard covers GeoArrow binary transfer, Webfleet covers Tachograph management.
  • Prices and features above were last checked on 1 September 2026.

Where they differ

Only the attributes on which Lonboard and Webfleet actually diverge.

Attributes where Lonboard and Webfleet differ
AttributeLonboardWebfleet
Starting priceFreeOn request
Pricing modelOpen source, no licence feequote
Free tierYesNo
PlatformsLinux, macOS, WindowsWeb, iOS, Android
CategoryMapsFleet Management

Identical on both: user rating (Not yet rated).

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 Lonboard

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

Only in Webfleet

  • Tachograph management
  • OptiDrive 360
  • LINK devices
  • PRO driver terminals
  • Tyre and vehicle data
  • Video telematics

What people use each for

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

Lonboard

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

Webfleet

  • A haulage operator running heavy goods vehicles across EU borders that must download tachograph data remotely and prove driving-time compliancenot Lonboard
  • A European van fleet that wants driver coaching and fuel reporting without buying an American platform with unused compliance modulesnot Lonboard
  • An organisation already buying Bridgestone tyres and maintenance that can fold telematics into an existing service contractnot Lonboard
  • Fleets that want in-cab navigation and job dispatch on a dedicated driver terminal rather than a phone appnot Lonboard

Where each one falls short

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

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

Webfleet

  • Ownership sits with a tyre manufacturer, so product investment follows the tyre and vehicle services strategy, and features that do not feed that business have historically moved slowly.
  • North American coverage is thin next to the European operation, with a smaller partner network and an hours of service product that is not competitive with purpose-built ELD vendors.
  • Useful compliance capability sits in add-on tiers, so remote tachograph download and advanced reporting push the real per vehicle cost well above the entry quote.
  • The camera line arrived later than the market and offers less on-device detection and less coaching workflow than Lytx or Samsara, so safety-driven buyers often end up running a second system.
  • Contracts are hardware-led and usually multi-year, so replacing Webfleet means either running out the term or writing off installed devices that have no resale value.

Pricing, plan by plan

Lonboard

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

Webfleet

On request
  • Webfleet$undefined/year
    • Per vehicle subscription in feature tiers
    • Hardware bought outright or amortised over the term
    • Tachograph and remote download sold as add-ons

Which should you pick?

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

Choose Webfleet if

  • You need tachograph management.
  • You work on Web, iOS, Android.
  • You also want optidrive 360.
Webfleet review

Questions people ask

Is Lonboard or Webfleet better?
Neither clearly leads. Lonboard starts at Free and Webfleet at On request, and user ratings are close enough to be indistinguishable. Choose on capability and platform support.
Which is cheaper, Lonboard or Webfleet?
Lonboard has a free tier; the other does not. Paid plans start at Free for Lonboard and On request for Webfleet.
Does Lonboard or Webfleet run on more platforms?
Lonboard runs on Linux, macOS, Windows. Webfleet runs on Web, iOS, Android.
Can I use Lonboard for free?
Yes. Lonboard has a free tier, so you can try it without paying. Webfleet starts at On request.
What is Lonboard best used for?
Lonboard is most often used for an analyst exploring a national road or parcel dataset in a notebook where pydeck or ipyleaflet becomes unusable at that size, a researcher publishing a reproducible analysis where the visualisation must run from the same script as the processing, a data scientist joining spatial data to model outputs in pandas and needing to see the result immediately without exporting to a gis, a team building an internal analysis pipeline on geoparquet that wants rendering without a serialisation step in the middle. Of those, an analyst exploring a national road or parcel dataset in a notebook where pydeck or ipyleaflet becomes unusable at that size and a researcher publishing a reproducible analysis where the visualisation must run from the same script as the processing are not what Webfleet is typically brought in for.
What can Lonboard do that Webfleet cannot?
Lonboard covers GeoArrow binary transfer, GeoPandas input, deck.gl layers, Jupyter widget. Webfleet covers Tachograph management, OptiDrive 360, LINK devices, PRO driver terminals.

Answered from the vendors’ own pages

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.

Webfleet: Is Webfleet still connected to TomTom?

No. TomTom sold the telematics business to Bridgestone in 2019. There is still navigation and mapping heritage in the driver terminals, but the owner and the strategy are Bridgestone.

Lonboard: Who maintains it?

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

Webfleet: Can it handle US ELD requirements?

There is an offering, but it is not the strength of the platform. A fleet whose main problem is US hours of service compliance should look at vendors built around that mandate.

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.

Webfleet: Do I have to buy Bridgestone tyres to use it?

No. The tyre services integration is optional. It is worth pricing as a bundle if you already buy from Bridgestone, because that is where the discounting sits.

Lonboard: Is it free for commercial use?

Yes, it is open source with no licence fee.

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