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Maps · head to head

Lonboard vs Whip Around

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
Whip Around logo

Whip Around

Fleet Management

Digital vehicle inspection and maintenance software priced per asset per month, with a firm minimum monthly charge that changes the real cost for small fleets

From
Free
Free plan
Yes
Full reviewWebsite

The short version

  • 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; Whip Around the $120 (Standard) or $220 (Pro) monthly minimum covers the first 20 assets regardless of actual fleet size, so a fleet with fewer than 20 vehicles pays a per-asset rate well above the advertised $5 or $10 headline figure.
  • They diverge on capability: Lonboard covers GeoArrow binary transfer, Whip Around covers Digital DVIR inspections.
  • Prices and features above were last checked on 1 September 2026.

Where they differ

Only the attributes on which Lonboard and Whip Around actually diverge.

Attributes where Lonboard and Whip Around differ
AttributeLonboardWhip Around
Pricing modelOpen source, no licence feePer asset per month, with a monthly minimum on paid tiers
PlatformsLinux, macOS, WindowsWeb, iOS, Android
CategoryMapsFleet Management

Identical on both: starting price (Free), free tier (Yes), 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 Whip Around

  • Digital DVIR inspections
  • Automated work orders
  • Preventative maintenance scheduling
  • Parts and inventory tracking
  • Driver and asset document storage
  • AI-enabled photo inspection

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 Whip Around
  • A researcher publishing a reproducible analysis where the visualisation must run from the same script as the processingnot Whip Around
  • A data scientist joining spatial data to model outputs in pandas and needing to see the result immediately without exporting to a GISnot Whip Around
  • A team building an internal analysis pipeline on GeoParquet that wants rendering without a serialisation step in the middlenot Whip Around

Whip Around

  • A small trucking or field service fleet needing DOT-compliant digital DVIR inspections instead of paper formsnot Lonboard
  • A fleet manager wanting inspection defects to automatically generate maintenance work orders rather than a separate manual stepnot Lonboard
  • An owner-operator with a single vehicle wanting free inspection record-keepingnot Lonboard
  • A mid-size fleet wanting parts and inventory tracking tied directly to inspection-triggered work ordersnot 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

Whip Around

  • The $120 (Standard) or $220 (Pro) monthly minimum covers the first 20 assets regardless of actual fleet size, so a fleet with fewer than 20 vehicles pays a per-asset rate well above the advertised $5 or $10 headline figure.
  • It does not include GPS tracking or route optimisation, so fleets wanting live location visibility need a separate telematics platform alongside it.
  • Signing an annual contract is needed to access the better per-asset rate, reducing flexibility for a fleet uncertain about its growth trajectory.
  • As an inspection-first rather than telematics-first product, it competes against broader platforms like Samsara or Geotab that bundle inspection features into a wider telematics suite, which can make Whip Around a second subscription rather than a full replacement.
  • AI-enabled photo inspection is a newer feature, and its defect-detection accuracy has less of an independent track record than the platform core manual inspection workflow.

Pricing, plan by plan

Lonboard

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

Whip Around

Free
  • BasicFree
    • Free for 1 asset
  • Standard$undefined/month
    • $5 per asset per month
    • $120/month minimum on month-to-month billing, covers first 20 assets
  • Pro$undefined/month
    • $10 per asset per month
    • $220/month minimum on month-to-month billing, covers first 20 assets
  • Fixed Unlimited$undefined/month
    • Custom fixed price for large fleets, quote required

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 Whip Around if

  • You need digital dvir inspections.
  • You want to start without paying.
  • You work on Web, iOS, Android.
  • You also want automated work orders.
Whip Around review

Questions people ask

Is Lonboard or Whip Around better?
Neither clearly leads. Lonboard starts at Free and Whip Around at Free, and user ratings are close enough to be indistinguishable. Choose on capability and platform support.
Which is cheaper, Lonboard or Whip Around?
Lonboard starts at Free and Whip Around at Free.
Does Lonboard or Whip Around run on more platforms?
Lonboard runs on Linux, macOS, Windows. Whip Around runs on Web, iOS, Android.
Can I use Lonboard for free?
Both have a free tier, so you can try either at no cost before committing.
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 Whip Around is typically brought in for.
What can Lonboard do that Whip Around cannot?
Lonboard covers GeoArrow binary transfer, GeoPandas input, deck.gl layers, Jupyter widget. Whip Around covers Digital DVIR inspections, Automated work orders, Preventative maintenance scheduling, Parts and inventory tracking.

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.

Whip Around: Is Whip Around really free?

Only for a single asset. Any fleet with more than one vehicle moves to a paid tier with a $120 or $220 monthly minimum.

Lonboard: Who maintains it?

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

Whip Around: Does it include GPS tracking?

No. It focuses on inspections, maintenance and work orders; GPS tracking requires a separate telematics product.

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.

Whip Around: What is the real cost for a small fleet?

Because the minimum covers up to 20 assets, a fleet with fewer vehicles effectively pays more per asset than the $5 or $10 headline rate suggests.

Lonboard: Is it free for commercial use?

Yes, it is open source with no licence fee.

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