Point Cloud Library vs WhiteboxTools
Point Cloud Library
pointclouds.orgWhiteboxTools
whiteboxgeo.comSide by side
| Figure | Point Cloud Library | WhiteboxTools |
|---|---|---|
| Price from | Free | $61.67/mo |
| Free plan | Yes | Yes |
| Free trial | — | Yes |
| Open source | — | — |
| Windows | Yes | Yes |
| macOS | Yes | Yes |
| Linux | Yes | Yes |
| Android | Yes | — |
| Plans published | 1 | 10 |
| Spec score · Point Cloud Software | 7.7 (#5) | 7.6 (#8) |
| Integrations | PCL natively supports OpenNI 3D interfaces for acquiring and processing data from devices such as PrimeSensor cameras, Microsoft Kinect, and Asus XTionPro. | Whitebox works with QGIS, Python notebooks, R workflows, scripts, and local desktop processing. |
| Purpose | PCL is a standalone, large scale, open project for 2D/3D image and point cloud processing. | Whitebox provides geospatial tools for terrain analysis, hydrology, LiDAR, remote sensing, and vector GIS. |
| Support | The project directs general usage questions to Stack Overflow and its Discord server for community chat. | Entry includes best-effort community support, Standard includes a priority support queue during business hours, and Enterprise support is available by agreement. |
Plans
WhiteboxTools
- Whitebox Open Core (Python, R, QGIS)Free
- LiDAR & Forest Analytics — Entry$740 a year
- Environmental Risk & Compliance — Entry$890 a year
- Network Planning & Operations — Entry$995 a year
- LiDAR & Forest Analytics — Standard$1,270 a year
- Environmental Risk & Compliance — Standard$1,490 a year
- Network Planning & Operations — Standard$1,795 a year
- Environmental Risk & Compliance — EnterprisePriced on request
- LiDAR & Forest Analytics — EnterprisePriced on request
- Network Planning & Operations — EnterprisePriced on request
In their own words
Point Cloud Library
Point Cloud Library (PCL) is a free, open-source project for processing 2D and 3D images and point clouds. Its algorithms cover filtering, feature estimation, surface reconstruction, registration, model fitting, and segmentation. They can be used to reduce noise, join point clouds, divide scenes into segments, find keypoints, calculate descriptors, create surfaces, and visualize point data.
PCL is divided into smaller code libraries that can be compiled separately, supporting distribution on systems with limited computing capacity or storage. Prebuilt binaries are available for Linux, Windows, and macOS, and the project recommends package managers to distribute PCL and simplify installation of its third-party dependencies. It supports OpenNI 3D interfaces for acquiring and processing data from devices such as PrimeSensor cameras, Microsoft Kinect, and Asus XTionPro. The API reference includes public methods and classes, code snippets, and links to scientific publications. PCL uses the 3-clause BSD license and is free for commercial and research use.
WhiteboxTools
WhiteboxTools is geospatial software for terrain analysis, hydrology, LiDAR, remote sensing, and vector GIS. Its Whitebox Next Gen library includes more than 700 tools, with open tools accessible through Python, R, and a QGIS plugin. Functions include terrain derivatives from digital elevation models, watershed delineation, flow routing, point-cloud classification, image analysis, change detection, and vector operations. It fits into QGIS, Python notebooks, R workflows, scripts, and local desktop processing. Listed formats range from GeoTIFF, Cloud-Optimized GeoTIFF, LAS/LAZ, and COPC to GeoPackage, FlatGeobuf, GeoParquet, GeoJSON, and Shapefile. The maker says processing runs locally, which can support on-premises or offline workflows. Windows, macOS, and Linux are listed. The open core is free; paid Entry plans are $740 a year to $995 a year, and Standard plans are $1,270 a year to $1,795 a year. Pro EULA terms allow opting out of optional telemetry, but not license-validation reporting.