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Maps · head to head

Potree vs Ridecell

Potree logo

Potree

Maps

Open source WebGL viewer for publishing very large point clouds in a browser

From
Free
Free plan
Yes
Full reviewWebsite
Ridecell logo

Ridecell

Fleet Management

Fleet automation that sits on top of the telematics you already run

From
On request
Free plan
No
Full reviewWebsite

The short version

  • Only Potree has a free tier, so it costs nothing to try first.
  • Each has a real cost: Potree there is no vendor, no support contract and no service level, so anything you build on Potree is your organisation’s responsibility to maintain when a browser update breaks rendering.; Ridecell it requires an existing telematics or connected-vehicle data source, so it is always an additional line of spend rather than a consolidation, and its output is only as good as that underlying feed.
  • They diverge on capability: Potree covers Octree streaming, Ridecell covers Telematics-agnostic ingestion.
  • Prices and features above were last checked on 1 September 2026.

Where they differ

Only the attributes on which Potree and Ridecell actually diverge.

Attributes where Potree and Ridecell differ
AttributePotreeRidecell
Starting priceFreeOn request
Pricing modelOpen source, no licence feequote
Free tierYesNo
PlatformsWeb, Windows, macOS, LinuxWeb, 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 Potree

  • Octree streaming
  • Large dataset rendering
  • Measurement tools
  • Clipping and profiles
  • Annotations
  • Attribute colouring
  • PotreeDesktop
  • Self-hosting

Only in Ridecell

  • Telematics-agnostic ingestion
  • Workflow automation
  • Digital keys and access
  • Damage and readiness detection
  • Fleet recovery
  • Mobility platform

What people use each for

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

Potree

  • A drone survey firm delivering a point cloud to a client who has no desktop software, by publishing a browser viewer link instead of a 40 GB LAZ filenot Ridecell
  • A heritage or archaeology project publishing a scanned site for public access without paying per-gigabyte hosting to a commercial platformnot Ridecell
  • An engineering consultancy embedding a point cloud viewer inside its own client portal without licensing a commercial web viewernot Ridecell
  • A university or research group that needs measurement and profiling in a shareable viewer for a dataset too large to emailnot Ridecell

Ridecell

  • A rental or carsharing operator that needs keyless handover, damage detection and automated recovery across thousands of vehiclesnot Potree
  • A large corporate fleet with several telematics vendors from past acquisitions that wants one automation layer rather than a device replacement programmenot Potree
  • An OEM or dealer group launching a subscription or shared vehicle service without building the booking and access stack itselfnot Potree
  • A fleet operations team spending significant staff time manually triaging telematics alerts into work ordersnot Potree

Where each one falls short

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

Potree

  • There is no vendor, no support contract and no service level, so anything you build on Potree is your organisation’s responsibility to maintain when a browser update breaks rendering.
  • Conversion is a separate manual step with PotreeConverter, and building an automated publishing pipeline around it is engineering work the project does not provide.
  • Rendering quality and performance depend on the client machine and WebGL support, so a client on a locked-down corporate laptop with poor graphics may see a viewer that stutters or fails outright.
  • A WebGPU rewrite, Potree-Next, is in progress and is not a drop-in upgrade, so current integrations face an eventual migration with no vendor to manage it.
  • There is no access control, user management or audit layer; anyone with the URL sees the data unless you build authentication around the static files yourself, which is a real problem for confidential sites.

Ridecell

  • It requires an existing telematics or connected-vehicle data source, so it is always an additional line of spend rather than a consolidation, and its output is only as good as that underlying feed.
  • Pricing is enterprise and quoted, with implementation services attached, so the first-year cost is dominated by a project rather than a subscription and small fleets are effectively excluded.
  • Much of the automation overlaps with rules and workflow features that Geotab and Samsara now include, so the business case depends on needing more than those platforms do natively.
  • The company has repositioned from consumer mobility software to fleet automation, so reference customers from the carsharing era do not tell you much about how it performs for a utility or leasing fleet.
  • It is a small vendor next to the telematics platforms it sits on, which means a thinner partner network for implementation and a real concentration risk if it is embedded in daily fleet operations.

Pricing, plan by plan

Potree

Free
  • PotreeFree
    • BSD-style open source licence
    • Unlimited datasets and viewers
    • Self-hosted on any static web server

Ridecell

On request
  • Ridecell$undefined/year
    • Enterprise agreement priced by fleet size and modules
    • Implementation and integration services quoted separately
    • No hardware sold; existing telematics or OEM data feeds required

Which should you pick?

Choose Potree if

  • You need octree streaming.
  • You want to start without paying.
  • You work on Web, Windows, macOS, Linux.
  • You also want large dataset rendering.
Potree review

Choose Ridecell if

  • You need telematics-agnostic ingestion.
  • You work on Web, iOS, Android.
  • You also want workflow automation.
Ridecell review

Questions people ask

Is Potree or Ridecell better?
Neither clearly leads. Potree starts at Free and Ridecell at On request, and user ratings are close enough to be indistinguishable. Choose on capability and platform support.
Which is cheaper, Potree or Ridecell?
Potree has a free tier; the other does not. Paid plans start at Free for Potree and On request for Ridecell.
Does Potree or Ridecell run on more platforms?
Potree runs on Web, Windows, macOS, Linux. Ridecell runs on Web, iOS, Android.
Can I use Potree for free?
Yes. Potree has a free tier, so you can try it without paying. Ridecell starts at On request.
What is Potree best used for?
Potree is most often used for a drone survey firm delivering a point cloud to a client who has no desktop software, by publishing a browser viewer link instead of a 40 gb laz file, a heritage or archaeology project publishing a scanned site for public access without paying per-gigabyte hosting to a commercial platform, an engineering consultancy embedding a point cloud viewer inside its own client portal without licensing a commercial web viewer, a university or research group that needs measurement and profiling in a shareable viewer for a dataset too large to email. Of those, a drone survey firm delivering a point cloud to a client who has no desktop software, by publishing a browser viewer link instead of a 40 gb laz file and a heritage or archaeology project publishing a scanned site for public access without paying per-gigabyte hosting to a commercial platform are not what Ridecell is typically brought in for.
What can Potree do that Ridecell cannot?
Potree covers Octree streaming, Large dataset rendering, Measurement tools, Clipping and profiles. Ridecell covers Telematics-agnostic ingestion, Workflow automation, Digital keys and access, Damage and readiness detection.

Answered from the vendors’ own pages

Potree: Does Potree cost anything?

No. It is open source and free. You supply the hosting, which for a static viewer is inexpensive.

Ridecell: Does Ridecell replace my telematics provider?

No. It sits above your existing devices or OEM data feed. Budget for both, and confirm your current provider exposes the data Ridecell needs before signing.

Potree: Is there commercial support?

No. There is no vendor and no support contract. Support is GitHub issues and the community.

Ridecell: Is this useful for a fleet of fifty vehicles?

Rarely. The value comes from automating high-volume repetitive coordination, and the pricing and implementation model assume a much larger operation.

Potree: Who maintains it?

It originated at TU Wien and is maintained principally by Markus Schütz, with community contributions.

Ridecell: Can it work with OEM data instead of aftermarket devices?

Yes, that is one of the reasons to consider it, though coverage depends on which manufacturers and model years are in your fleet and what their APIs expose.

Potree: Can it handle very large clouds?

Yes, hundreds of millions of points, because PotreeConverter builds a multi-resolution octree that streams only what is visible.

Potree: Is my data private?

Only if you make it so. Potree serves static files with no built-in authentication, so access control is entirely your responsibility.

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