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CAD · head to head

CloudCompare vs Pix4D

CloudCompare logo

CloudCompare

CAD

Open source point cloud comparison and processing maintained largely by one person in their spare time

From
Free
Rated
-
Full reviewWebsite
Pix4D logo

Pix4D

Aviation

Professional drone photogrammetry software

From
Free
Rated
-
Full reviewWebsite

The short version

  • Each has a real cost: CloudCompare the project is administered by its creator in his spare time while he holds a full-time job elsewhere, so an organisation building a monitoring programme on it depends on one person with no obligation to continue; Pix4D split into separate products by job, so PIX4Dreact at $55 a month, PIX4Dfields at $111, PIX4Dmatic at $125 and PIX4Dmapper at $333 are different purchases rather than tiers
  • They diverge on capability: CloudCompare covers Cloud to cloud distance, Pix4D covers Photogrammetry.
  • Prices and features above were last checked on 1 September 2026.

Where they differ

Only the attributes on which CloudCompare and Pix4D actually diverge.

Attributes where CloudCompare and Pix4D differ
AttributeCloudComparePix4D
Pricing modelOpen source, no licence feesubscription
PlatformsWindows, macOS, LinuxWindows, Macos, Linux, Ios, Android, Web
CategoryCADAviation
FoundedUnknown2011

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 CloudCompare

  • Cloud to cloud distance
  • Cloud to mesh distance
  • Registration
  • Segmentation and cleaning
  • Plugin architecture
  • Format support
  • Command line mode

Only in Pix4D

  • Photogrammetry
  • 3D modeling
  • Point clouds
  • Orthomosaics
  • DSM/DTM generation
  • CAD software
  • GIS platforms
  • BIM tools

What people use each for

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

CloudCompare

  • A monitoring engineer comparing quarterly laser scans of a retaining wall to quantify movement without buying a proprietary deformation packagenot Pix4D
  • A heritage team registering dozens of terrestrial scans of a building into a single cloud before meshingnot Pix4D
  • A geomorphologist measuring erosion between two drone-derived surfaces of a river banknot Pix4D
  • A survey technician cleaning and subsampling a scan before delivering it to a client whose software cannot handle the full densitynot Pix4D

Pix4D

  • Photogrammetry from drone imagery into orthomosaics and point cloudsnot CloudCompare
  • Survey-grade 2D maps and 3D models with PIX4Dmappernot CloudCompare
  • Rapid 2D mapping for emergency response with PIX4Dreactnot CloudCompare
  • Multispectral crop analysis with PIX4Dfieldsnot CloudCompare
  • Large-scale processing with LiDAR integration through PIX4Dmaticnot CloudCompare

Where each one falls short

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

CloudCompare

  • The project is administered by its creator in his spare time while he holds a full-time job elsewhere, so an organisation building a monitoring programme on it depends on one person with no obligation to continue
  • There is no commercial support contract from anyone, so a defect that blocks a deliverable is resolved by a GitHub issue and community goodwill rather than by an agreement
  • Processing is single machine and memory bound, so very large aerial lidar collections must be tiled manually and large jobs are limited by the workstation rather than scaled out
  • The interface is unforgiving and organised around the underlying data structures rather than around tasks, so competent surveyors routinely take weeks to become productive
  • Plugins vary widely in maintenance, and several useful ones originated in research projects that have since ended, so a workflow built around a specific plugin can break at the next release

Pix4D

  • Split into separate products by job, so PIX4Dreact at $55 a month, PIX4Dfields at $111, PIX4Dmatic at $125 and PIX4Dmapper at $333 are different purchases rather than tiers
  • Subscription only, with monthly, yearly or three year cycles and no perpetual licence
  • No refunds, and cancellation only takes effect at renewal
  • Cloud processing is an add-on to the desktop subscriptions
  • Hardware scanning kit prices are quoted on request

Pricing, plan by plan

CloudCompare

Free
  • CloudCompareFree
    • GNU General Public Licence
    • No licence fee and no usage limits
    • No commercial support contract exists

Pix4D

Free
  • PIX4Dreact$55/month
    • Accurate 2D maps from aerial imagery
    • Processing in minutes
    • Monthly, yearly, or 3-year subscription available
  • PIX4Dfields$111/month
    • Precision agriculture mapping
    • Crop analysis and digital farming
    • Monthly, yearly, or 3-year subscription available
  • PIX4Dmatic$125/month
    • Photogrammetry and terrestrial LiDAR capabilities
    • Local machine processing with full control
    • Monthly, yearly, or 3-year subscription available
  • PIX4Dmapper$333/month
    • Professional photogrammetry software
    • Drone mapping capabilities
    • Monthly, yearly, or 3-year subscription available

Which should you pick?

Choose CloudCompare if

  • You need cloud to cloud distance.
  • You want to start without paying.
  • You work on Windows, macOS, Linux.
  • You also want cloud to mesh distance.
CloudCompare review

Choose Pix4D if

  • You need photogrammetry.
  • You want to start without paying.
  • You work on Windows, Macos, Linux, Ios, Android, Web.
  • You also want 3d modeling.
Pix4D review

Questions people ask

Is CloudCompare or Pix4D better?
Neither clearly leads. CloudCompare starts at Free and Pix4D at Free, and user ratings are close enough to be indistinguishable. Choose on capability and platform support.
Which is cheaper, CloudCompare or Pix4D?
CloudCompare starts at Free and Pix4D at Free.
Does CloudCompare or Pix4D run on more platforms?
CloudCompare runs on Windows, macOS, Linux. Pix4D runs on Windows, Macos, Linux, Ios, Android, Web.
Can I use CloudCompare for free?
Both have a free tier, so you can try either at no cost before committing.
What is CloudCompare best used for?
CloudCompare is most often used for a monitoring engineer comparing quarterly laser scans of a retaining wall to quantify movement without buying a proprietary deformation package, a heritage team registering dozens of terrestrial scans of a building into a single cloud before meshing, a geomorphologist measuring erosion between two drone-derived surfaces of a river bank, a survey technician cleaning and subsampling a scan before delivering it to a client whose software cannot handle the full density. Of those, a monitoring engineer comparing quarterly laser scans of a retaining wall to quantify movement without buying a proprietary deformation package and a heritage team registering dozens of terrestrial scans of a building into a single cloud before meshing are not what Pix4D is typically brought in for.
What can CloudCompare do that Pix4D cannot?
CloudCompare covers Cloud to cloud distance, Cloud to mesh distance, Registration, Segmentation and cleaning. Pix4D covers Photogrammetry, 3D modeling, Point clouds, Orthomosaics.

Answered from the vendors’ own pages

CloudCompare: Who maintains CloudCompare?

Daniel Girardeau-Montaut, its creator, administers it in his own time alongside a full-time engineering job, with contributions from a community of users and research groups.

Pix4D: What is the lowest-cost PIX4D subscription?

PIX4Dreact starts at $55/month and produces accurate 2D maps from aerial imagery processed in minutes. Subscriptions are available on monthly, yearly, or 3-year billing cycles.

Source
CloudCompare: Can I buy support?

No. There is no vendor and no commercial support offering. Some geospatial consultancies know it well and can be hired, but they are not contracted to support the software itself.

Pix4D: Does PIX4D offer a free trial?

Yes, PIX4D provides a 15-day free trial with no credit card required to test the software before committing to a subscription.

Source
CloudCompare: Is it suitable for commercial deliverables?

It is widely used for them. The licence permits it and the algorithms are well regarded. The risk is operational, not legal: no support and no roadmap commitment.

Pix4D: What payment methods does PIX4D accept?

PIX4D accepts credit cards, Apple Pay, Google Pay, and Link globally. Regional options include bank transfers, SEPA Direct Debit for Europe, ACH transfers for the US, and country-specific payment methods.

Source
CloudCompare: Can it handle a full aerial lidar survey?

Not in one piece. It is memory bound on a single machine, so large collections need tiling or a dedicated lidar pipeline such as PDAL.

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