The Best Gaussian Splatting Software in 2026
We researched Gaussian splatting software through official vendor websites, including pricing pages, plan tables, and product documentation. Rankings reflect each product’s core reconstruction or scene-delivery job, value for money, and verified capabilities across capture, editing, rendering, and viewing workflows.
Our top picks
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Top ranked
Polycam#1 of 298.8/10Polycam combines mobile capture, aerial mapping, Gaussian splats, and broad export options.
Free plan · 7-day trial
-
Runner-up
NVIDIA Omniverse#2 of 297.8/10A free NVIDIA platform for programmable synthetic data and RTX simulation.
Free plan
-
Top-ranked free plan
LichtFeld Studio#3 of 297.7/10A capable local splat workspace for creators who want deep desktop control.
Free plan
Advertiser disclosure: iTechGuides is reader-supported. Vendors can pay for top positions in our rankings and for a place on other products' pages, and we may earn a commission when you click some links. Bought places stand at the number bought; this page and our disclosure say so. Paying vendors may get a fuller, more detailed review from our editors, and that review can change their score. How we rank.
The full ranking 29 tools, best first
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Best forBroad capture, mapping, and Gaussian-splat workflows
Polycam combines mobile capture, aerial mapping, Gaussian splats, and broad export options.
Free plan · 7-day trial Our Polycam verdict → Visit PolycamFor vendors Sponsor this spot · #1 · $149/mo →8.8/10★★★★☆Visit Polycam -
Best forEnterprise synthetic-data and RTX simulation teams
A free NVIDIA platform for programmable synthetic data and RTX simulation.
7.8/10★★★★☆Try NVIDIA Omniverse -
Best forDesktop creators needing full local splat editing
A capable local splat workspace for creators who want deep desktop control.
- Splat scene editor
- Web viewer
- Real-time rendering
7.7/10★★★★☆Try LichtFeld Studio -
Best forOpen-source end-to-end reconstruction pipelines
An open-source pipeline for training, viewing, rendering, and exporting 3D scenes.
7.6/10★★★★☆Visit Nerfstudio -
Best forFree cross-platform video and image splat creation
Free, open-source splat creation with local processing and practical export options.
- Splat scene editor
- Web viewer
- Real-time rendering
7.5/10★★★★☆Visit OOOSplat -
Best forMac users wanting an approachable splat editor
A free Mac editor with local Metal training, masks and broad splat exports.
- Splat scene editor
- Real-time rendering
7.4/10★★★★☆Visit 3D Splat App -
Best forWindows reconstruction with masking and alignment
A Windows desktop suite for photo-to-3D reconstruction with masking, alignment, and splat exports.
7.3/10★★★★☆Visit Postshot -
Best forLow-cost local splat editing with broad imports
A $25 local editor for creating, previewing, and exporting Gaussian splats.
- Splat scene editor
- Real-time rendering
7.2/10★★★★☆Visit Reconstrura -
Best forDevelopers building CUDA splat pipelines
A focused Python/CUDA library for developers building local Gaussian-splat pipelines.
- Real-time rendering
7.1/10★★★★☆Visit gsplat -
Best forResearchers training real-time Gaussian models
A local PyTorch/CUDA toolkit for researchers training and viewing Gaussian scenes.
- Real-time rendering
7.0/10★★★★☆Visit Project -
Best forFree browser-based splat cleanup and publishing
A free, open-source browser editor for cleaning, converting, rendering and sharing Gaussian Splat scenes.
- Splat scene editor
- Web viewer
- Real-time rendering
6.9/10★★★☆☆Visit SuperSplat -
Best forEnterprise desktop production and 4DGS assets
A Windows desktop suite for professional Gaussian Splat and 4DGS production.
- Splat scene editor
6.9/10★★★☆☆Contact Volinga -
Best forSurvey and city-scale 4D visualization teams
A web platform for generating, editing and georeferencing city-scale 3D/4D scenes.
- Splat scene editor
- Web viewer
- Real-time rendering
6.8/10★★★☆☆Visit Gauzilla Pro -
Best forWindows reconstruction with GIS-oriented exports
A Windows reconstruction suite with Gaussian splats, LiDAR options and GIS-ready exports.
- Web viewer
6.8/10★★★☆☆Visit MipMap Desktop -
Best forMobile-to-mesh and Gaussian workflows
A flexible scanner for mobile capture, Gaussian splats, mesh exports, and programmatic processing.
6.7/10★★★☆☆Visit KIRI Engine -
Best forAffordable API-driven video splat jobs
A low-cost cloud service for API-driven video-to-splat reconstruction and batch jobs.
- Web viewer
- Real-time rendering
6.7/10★★★☆☆Visit MakeSplat -
Best forTeams needing managed cloud reconstruction and APIs
Managed cloud reconstruction with APIs, exports, queues, and optional processing help.
6.6/10★★★☆☆Visit Bimba3D -
Best forEnterprise volumetric streaming and VR delivery
A capable cloud platform for enterprise volumetric streaming, VR and VFX workflows.
- Splat scene editor
- Web viewer
- Real-time rendering
6.5/10★★★☆☆Visit Gracia -
Best forFast single-image Gaussian inference
Open-source, local Gaussian inference for fast metric splats from one photo.
- Real-time rendering
6.4/10★★★☆☆Visit Apple ML-Sharp -
Best forResearchers handling sparse-view captures
A focused open-source toolkit for researchers reconstructing scenes from very few photos.
6.3/10★★★☆☆Visit InstantSplat -
Best forConfigurable hybrid cloud/desktop processing
A configurable hybrid workflow for turning photos, video, or aligned data into Gaussian splats.
- Web viewer
- Real-time rendering
6.3/10★★★☆☆Visit Splattr -
Best forEmbedding interactive splat stories on websites
A format-flexible web viewer for embedding interactive splat tours and 4D scenes.
- Splat scene editor
- Web viewer
- Real-time rendering
6.2/10★★★☆☆Visit StorySplat -
Best forConstruction and property teams needing hosted splats
A hosted Gaussian Splat workspace with measurements, AI tools, portals, and industry integrations.
- Splat scene editor
- Web viewer
- Real-time rendering
6.2/10★★★☆☆Visit SplatLabs -
Best for360-video scene extraction for simulation workflows
A focused 360-video pipeline for browser-ready digital twins and robotics simulation exports.
- Splat scene editor
- Web viewer
- Real-time rendering
6.1/10★★★☆☆Visit Splatica -
Best forDevelopers needing WebGPU splat rendering
A focused open-source WebGPU viewer for interactive Gaussian splat scenes.
- Web viewer
- Real-time rendering
6.1/10★★★☆☆Visit WebSplatter -
Best foriPhone Pro LiDAR capture feeding desktop trainers
A focused iPhone LiDAR path to COLMAP datasets and local Gaussian splat training.
- Mobile capture
- Real-time rendering
6.0/10★★★☆☆Visit Splatcatcher -
Best forQuick browser inspection and format conversion
A free local-in-browser toolkit for inspecting, optimizing, converting, and exporting splat scenes.
- Web viewer
- Real-time rendering
6.0/10★★★☆☆Visit SplatTools -
Best forEnterprise hosted viewing and controlled sharing
A browser platform for high-fidelity splat viewing, storage, permissions, and private sharing.
- Web viewer
- Real-time rendering
6.0/10★★★☆☆Visit ScanOps -
Best forLibmypaint brush data maintainers
A focused, self-hosted brush asset collection—not a Gaussian-splat reconstruction or viewer.
6.0/10★★★☆☆Visit MyPaint
No tools match those filters.
Compare at a glance
| # | Tool | Free plan | Paid from | Capture sources | Processing location | Real-time rendering | Score |
|---|---|---|---|---|---|---|---|
| 1 | Polycam | Yes | $150/yr | 8.8 | |||
| 2 | NVIDIA Omniverse | Yes | Free | 7.8 | |||
| 3 | LichtFeld Studio | Yes | $30 one-time | Photos and video | Local | Yes | 7.7 |
| 4 | Nerfstudio | Yes | Free | 7.6 | |||
| 5 | OOOSplat | Yes | Free | Photos and video | Local | Yes | 7.5 |
| 6 | 3D Splat App | Yes | Free | Photos and video | Local | Yes | 7.4 |
| 7 | Postshot | Yes | Free | 7.3 | |||
| 8 | Reconstrura | No | $25 one-time | Photos and video | Local | Yes | 7.2 |
| 9 | gsplat | Yes | Free | Local | Yes | 7.1 | |
| 10 | 3D Gaussian Splatting for Real-Time Radiance Field Rendering | Yes | Free | Photos and video | Local | Yes | 7.0 |
| 11 | SuperSplat | Yes | Free | Local | Yes | 6.9 | |
| 12 | Volinga Suite | No | Photos and video | Local | 6.9 | ||
| 13 | Gauzilla Pro | No | $199/mo | Video | Hybrid | Yes | 6.8 |
| 14 | MipMap Desktop | Yes | $59/mo | Photos and video | Local | 6.8 | |
| 15 | KIRI Engine | Yes | 6.7 | ||||
| 16 | MakeSplat | No | €9 one-time | Video | Cloud | Yes | 6.7 |
| 17 | Bimba3D | Yes | Photos | Cloud | 6.6 | ||
| 18 | Gracia | No | Video | Cloud | Yes | 6.5 | |
| 19 | Apple ML-Sharp | Yes | Free | Photos | Local | Yes | 6.4 |
| 20 | InstantSplat | Free | Photos | Local | 6.3 | ||
| 21 | Splattr | Photos and video | Hybrid | Yes | 6.3 | ||
| 22 | StorySplat Viewer | Yes | $19/mo | Photos and video | Hybrid | Yes | 6.2 |
| 23 | SplatLabs | Yes | $144/yr | Cloud | Yes | 6.2 | |
| 24 | Splatica | Video | Yes | 6.1 | |||
| 25 | WebSplatter | Yes | Free | Local | Yes | 6.1 | |
| 26 | Splatcatcher | No | Free | Photos | Local | Yes | 6.0 |
| 27 | SplatTools | Yes | Free | Local | Yes | 6.0 | |
| 28 | ScanOps | Yes | Hybrid | Yes | 6.0 | ||
| 29 | MyPaint Brushes | Yes | Free | 6.0 |
Head-to-head All 28 comparisons →
- Polycam vs NVIDIA Omniverse
- Polycam vs LichtFeld Studio
- Polycam vs Nerfstudio
- Polycam vs OOOSplat
- Polycam vs 3D Splat App
- Polycam vs Postshot
- Polycam vs Reconstrura
- NVIDIA Omniverse vs LichtFeld Studio
- NVIDIA Omniverse vs Nerfstudio
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How we rank gaussian splatting software
Every tool on this page was researched by iTechGuides Editors from its official website — pricing pages, plan tables and product documentation. We rank on how well each one does this category's core job, what the free or entry plan includes, and where it falls short. Where we have enough verified facts, the score out of 10 is a rubric — job fit, value and how much we could verify — shown with its breakdown on every tool's page; a tool we have not verified enough to score yet shows its rank without a number. Scores are re-checked when a product changes its plans. Read the full editorial policy, or submit a tool we missed.
Reviewed by iTechGuides Editors · Editorial team · Updated Oct 2026
Last updated · How we research and update