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Comparison · Scan to plan and scan to BIM

Neurones 3D vs Matterport

Looking for a Matterport alternative? Neurones 3D is free, offline point cloud and Gaussian splatting software for Windows: the free viewer runs every process, from AI classification to dimensioned floor plans, and a one-time paid edition saves the results.

Matterport is a digital twin platform: spaces captured with supported cameras become 3D tours with measurements, and floor plans, E57 point clouds, CAD, BIM and MatterPak files are ordered as add-ons.

By Dr. Florent Poux, maker of Neurones 3D · Matterport's facts from Matterport's own documentation, checked

The short answer

Choose Neurones 3D when you already have point clouds and want to classify them, draw floor plans and DXF drawings, build terrain models or measure change on your own PC, with no subscription, no per-file fees and no upload. Choose Matterport when the goal is a shareable 3D tour of an interior, captured with a supported camera, and you prefer to order floor plans, CAD or Revit BIM files from the vendor rather than produce them yourself.

At a glance

Neurones 3DMatterport
Runs onWindows 10 and 11 (64-bit)Web browser; capture with Matterport and other supported cameras
Where it runsdesktopcloud
Licencefree viewer + one-time paid editionssubscription billed annually, priced by Active Spaces; paid add-ons per file
PriceFree viewer; paid editions bought once, no subscriptionFree plan; Starter from $12 a month, Professional from $58 a month, Business from $296 a month (billed annually, price based on Active Spaces); Enterprise on request source
Free useThe free viewer opens, views and runs every process; writing results out needs a paid editionFree plan: 1 Active Space, 2 users, limited camera support

Feature by feature

"Not stated" means we could not find it in Matterport's documentation, not that it is missing. Each of Matterport's cells links to where we read it.

CapabilityNeurones 3DMatterport
Runs fully offlineYesNo account, no internet connection, no telemetryNot stated
One-time licence availableYesBought once; no subscriptionNoPlans are billed annually and priced by Active Spaces; add-ons are charged per file source
Opens LAS/LAZ and E57YesLAS, LAZ, COPC, E57, PLY, PCD and more; a 127.8 M point E57 opens in about 22 sAdd-onE57 point cloud export is a paid add-on (Professional plan and up); opening third-party LAS, LAZ or E57 files is not documented source
Scan registrationPartlyCloud-to-cloud alignment (ICP and graph matching, no initial placement needed), RMS shown with the inlier shareNot stated
AI point cloud classificationYesFour trained models ship in every build: indoor, aerial LiDAR, powerline, streetscape; a confidence per pointNot stated
SegmentationYesUnsupervised segmentation, primitive decomposition, components, roomsNot stated
Automatic floor plansYesAutomatic, dimensioned, with sections and elevationsAdd-onSchematic floor plans created from the 3D tour; additional charges apply source
DXF / CAD drawingsYesDXF R2000, SVG and PDF; no DWGAdd-onCAD files ordered as an add-on, in as little as 3 business days on Professional or higher; LOD 200 Revit BIM files also offered source
DTM / DSMYesDTM, DSM, CHM, slope, aspect, hillshade on one gridNot stated
Contour linesYesContours that cannot crossNot stated
Change detectionYesM3C2 with a 95 % level of detection; cloud-to-cloud and cloud-to-BIM deviationNot stated
MeshingYesPoisson and clean meshing; the clean mesh is closed, not edge-manifoldAdd-onMatterPak add-on includes an OBJ mesh with textures and an XYZ point cloud source
Gaussian splatsYesOpens PLY and SPZ splats, converts them to points, meshes them; does not train splatsNot stated
ReportsYesSelf-contained HTML reports with provenanceNot stated
Scripting / SDKYesEngine & SDK edition: Python package and headless command lineYesAPIs and SDKs, with keys generated from a Matterport account; Enterprise plan lists APIs/SDKs for large-scale automation source

Where Neurones 3D is stronger

  • Opens LAS, LAZ, COPC and E57 point clouds; Matterport does not document opening third-party point cloud files
  • Floor plans and DXF drawings are produced automatically on your own PC with no per-file charge; at Matterport they are paid add-ons
  • AI point cloud classification, segmentation, DTM/DSM, contours and M3C2 change detection are built in; Matterport does not document them
  • Bought once with no subscription and no per-space fee; Matterport plans are billed annually by Active Spaces

Where Matterport is stronger

  • Shareable 3D tours with measurements that clients open in a browser, and Google Street View publishing
  • A capture-to-deliverable service: floor plans, CAD, LOD 200 Revit BIM files and TruePlan sketches ordered without doing the drafting
  • A free plan and low entry price for occasional capture of interiors

Who should choose which

Choose Neurones 3D to take a point cloud or a splat capture to a finished deliverable on your own machine: classified LAS, a dimensioned floor plan with sections and elevations in DXF, a DTM with contours, a change map or a report, without an account, an upload or a subscription. Every figure it publishes is measured; see the benchmarks.

Choose Matterport: Property, facilities and construction teams who capture many interiors and want shareable 3D tours with measurements, plus floor plans and BIM files ordered from the same platform.

Questions

Is Matterport free?

Matterport: Free plan; Starter from $12 a month, Professional from $58 a month, Business from $296 a month (billed annually, price based on Active Spaces); Enterprise on request. Free use: Free plan: 1 Active Space, 2 users, limited camera support. Neurones 3D’s free viewer opens, views and runs every process; writing results out needs a paid edition bought once.

Can Matterport make a floor plan from a point cloud?

Matterport: add-on. Schematic floor plans created from the 3D tour; additional charges apply. Neurones 3D: yes. Automatic, dimensioned, with sections and elevations.

What is the best alternative to Matterport?

Choose Neurones 3D when you already have point clouds and want to classify them, draw floor plans and DXF drawings, build terrain models or measure change on your own PC, with no subscription, no per-file fees and no upload. Choose Matterport when the goal is a shareable 3D tour of an interior, captured with a supported camera, and you prefer to order floor plans, CAD or Revit BIM files from the vendor rather than produce them yourself.

How this comparison was made

Written by the maker of Neurones 3D, so read it as such. Matterport's column comes only from Matterport's published documentation and listings, read on 2026-09-24; where we found nothing, the cell says "not stated". Neurones 3D's column comes from its own guides, which give the limits too. If something here is wrong or out of date, write to howto@learngeodata.eu and it will be corrected.

Sources:

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About

Why Neurones 3D exists.

Standing inside a 43.5 million point indoor laser scan rendered by Neurones 3D

I have spent years working with point clouds, and for most of them the software got in the way. I wanted one tool I would actually reach for every day: fast enough to enjoy, honest about what it does, and calm to use.

Neurones 3D started in Python, the way most of my research does. It worked, but it was heavy, and heavy tools quietly discourage you from opening them. So I rebuilt everything in Rust, from the file readers to the renderer, with one rule: stay frugal. A single small file, no cloud, no telemetry, billions of points on a laptop that is ten years old. In an age where every tool reaches for a data center, I wanted the opposite.

The goal is simple to say and hard to earn. One package that carries you from capture to understanding to deliverable, without exporting to five other programs along the way. Load a scan, a splat, a building, a phone video. See it, classify it, measure it, and send out something real. Together, in one place.

This is the tool I always wanted. I hope it becomes yours too.

Dr. Florent Poux 3D Geodata Academy

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