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Comparison · Laser scanning and survey suites

Neurones 3D vs NavVis IVION

Looking for a NavVis IVION 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.

NavVis IVION is NavVis’s browser-based platform for sharing, cleaning, aligning and exploring laser scan data with panoramic images. It is hosted on Amazon Web Services and works with NavVis mobile scanners, with IVION Processing for NavVis LX-Series raw data.

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

The short answer

Choose Neurones 3D when the data has to stay on your own machine and you need analysis on it: AI classification, dimensioned floor plans, terrain, contours and measured change detection, bought once. Choose NavVis IVION when the priority is giving many people browser access to a scanned site with panoramas, annotations and model overlays, especially if you capture with NavVis mobile scanners and want their processing, anonymisation and Revit links in one hosted service.

At a glance

Neurones 3DNavVis IVION
Runs onWindows 10 and 11 (64-bit)Web browser (Edge, Safari, Chrome, Firefox)
Where it runsdesktopcloud
Licencefree viewer + one-time paid editionsSubscription plans (Core, Professional, Enterprise) as volume-based packages of panoramas, storage and users
PriceFree viewer; paid editions bought once, no subscriptionprice on request source
Free useThe free viewer opens, views and runs every process; writing results out needs a paid editionPublic sample site ("Try it live")

Feature by feature

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

CapabilityNeurones 3DNavVis IVION
Runs fully offlineYesNo account, no internet connection, no telemetryIn the cloudBrowser-based platform hosted on AWS; processing takes place in Frankfurt source
One-time licence availableYesBought once; no subscriptionNoLicensed through subscription plans of volume-based packages source
Opens LAS/LAZ and E57YesLAS, LAZ, COPC, E57, PLY, PCD and more; a 127.8 M point E57 opens in about 22 sIn the cloudThird-party point clouds can be imported; crops download as .e57, .las, .rcs and .ply source
Scan registrationPartlyCloud-to-cloud alignment (ICP and graph matching, no initial placement needed), RMS shown with the inlier shareIn the cloudCross-Dataset Alignment, control points and cloud-to-cloud alignment source
AI point cloud classificationYesFour trained models ship in every build: indoor, aerial LiDAR, powerline, streetscape; a confidence per pointNot statedNot stated on the product pages
SegmentationYesUnsupervised segmentation, primitive decomposition, components, roomsNot statedNot stated on the product pages
Automatic floor plansYesAutomatic, dimensioned, with sections and elevationsIn the cloudAn automatically generated, AI-based 2D map of the site; dimensioning is not stated source
DXF / CAD drawingsYesDXF R2000, SVG and PDF; no DWGPartlyMeasurements export as .csv, .dxf or .pdf; drawing generation is not stated source
DTM / DSMYesDTM, DSM, CHM, slope, aspect, hillshade on one gridNot statedNot stated on the product pages
Contour linesYesContours that cannot crossNot statedNot stated on the product pages
Change detectionYesM3C2 with a 95 % level of detection; cloud-to-cloud and cloud-to-BIM deviationPartlyVisual comparison of IFC models with point clouds and panoramas; deviations marked by the user source
MeshingYesPoisson and clean meshing; the clean mesh is closed, not edge-manifoldNot statedNot stated on the product pages
Gaussian splatsYesOpens PLY and SPZ splats, converts them to points, meshes them; does not train splatsNot statedNot stated on the product pages
ReportsYesSelf-contained HTML reports with provenanceIn the cloudQuality report after IVION Processing of NavVis data source
Scripting / SDKYesEngine & SDK edition: Python package and headless command lineYesFront-end, REST and streaming APIs on the Professional and Enterprise plans source

Where Neurones 3D is stronger

  • Runs on your own Windows machine with no account and no internet connection; IVION is a browser platform hosted on AWS.
  • Bought once with no subscription; IVION is licensed as subscription packages limited by panoramas, storage and users.
  • Four trained AI classification models and unsupervised segmentation ship in every build; neither is stated for IVION.
  • Measured change detection (M3C2 with a 95 % level of detection, cloud-to-BIM deviation) where IVION compares models visually.
  • Automatic dimensioned floor plans with sections and elevations, exported as DXF, SVG and PDF, plus DTM, DSM and contours.

Where NavVis IVION is stronger

  • Shares scanned sites with 80 to 100+ users in a browser, with panoramas, points of interest and a mobile app.
  • Processes NavVis LX-Series raw data with automatic blurring of faces, bodies and licence plates.
  • Integrations for Autodesk Revit and Autodesk Construction Cloud, REST APIs and enterprise single sign-on.

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 NavVis IVION: Organisations that need many stakeholders to view, measure and annotate scanned sites in a browser, particularly with NavVis mobile mapping hardware.

Questions

How this comparison was made

Written by the maker of Neurones 3D, so read it as such. NavVis IVION's column comes only from NavVis'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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