Head-to-head · Gaussian Splatting Software
Polycam vs Nerfstudio
Polycam leads on 0 checks, Nerfstudio on 0, and 1 is even. Who comes out ahead on the 1 yes/no, price and count check where we have data for both products. The editor score weighs everything else too.
Our verdict
- Highest scorePolycam · 8.8/10
- Free planboth
- Free trialonly Polycam
Polycam scores higher on our rubric for gaussian splatting software: 8.8 against 7.6 out of 10; our editors rank them #1 and #4.
Polycam is the better fit for broad capture, mapping, and Gaussian-splat workflows. Nerfstudio is the better fit for open-source end-to-end reconstruction pipelines.
- Polycam fits best
Broad capture, mapping, and Gaussian-splat workflows
- Nerfstudio fits best
Open-source end-to-end reconstruction pipelines
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Side by side
| Feature | Polycam 8.8/10 Visit ↗ | Nerfstudio 7.6/10 Visit ↗ |
|---|---|---|
| At a glance | ||
| Editor score | 8.8 | 7.6 |
| Ranking | #1 in Gaussian Splatting Software | #4 in Gaussian Splatting Software |
| Best for | Broad capture, mapping, and Gaussian-splat workflows | Open-source end-to-end reconstruction pipelines |
| Pricing model | Free plan + paid | Free |
| Starting price | $150/yr | Free plan |
| Free plan | ✓ | ✓ |
| Free trial | 7 days | — |
| Deployment | Cloud, Mobile | Self-hosted, Browser extension |
| Platforms | Web, iOS, Android | Web, Windows, Linux |
| Support | Email, Docs | Community, Docs |
| Built for | Solo, Small business, Mid-market, Enterprise | Solo, Small business, Mid-market, Enterprise |
| Features Polycam 0/4 · Nerfstudio 0/4 | ||
| Splat scene editor | Not checked yet | Not checked yet |
| Real-time rendering | Not checked yet | Not checked yet |
| Mobile capture | Not checked yet | Not checked yet |
| Web viewer | Not checked yet | Not checked yet |
| Specs | ||
| Capture sources | Not checked yet | Not checked yet |
| Processing location | Not checked yet | Not checked yet |
| Export formats | Not checked yet | PLY, OBJ, PNG, JPEG |
| Our review | ||
| Pros |
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| Cons |
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| Our verdict | Polycam is a cloud-based 3D capture platform for creators, contractors, designers, and enterprise teams. It reconstructs objects and spaces from photos or videos, supports drone and aerial imagery, and provides mobile apps plus a web… Read the review → |
Nerfstudio is an open-source framework for creating, training, testing, viewing, and exporting NeRF and Gaussian-splatting models. It targets researchers, developers, and technical teams working on 3D scene reconstruction and novel-view… Read the review → |
Strengths and trade-offs
Polycam — where it wins
- Processes photos, videos, drone imagery, and aerial mapping workflows
- Exports georeferenced LAS, multiple point-cloud, mesh, and GIS formats
- Runs across iOS, Android, web, and API with webhooks and capture exports
Where it doesn't
- Free usage has limited captures, space, and AI capacity
- Cloud processing requires uploaded photos or videos
- Ground-control-point workflow relies on CloudCompare
Nerfstudio — where it wins
- Covers image/video processing, NeRF and Gaussian training, and evaluation
- Exports point clouds plus TSDF, Poisson, and textured meshes
- Connects with Polycam, KIRI Engine, Metashape, and other capture tools
Where it doesn't
- Requires users to manage their own local compute environment
- Windows support is less tested, with Linux recommended in the documentation
- Provides no measurement tools
- Polycam8.8/10 · Free plan · 7-day trial
Polycam combines mobile capture, aerial mapping, Gaussian splats, and broad export options.
Visit PolycamFull verdict → - Nerfstudio7.6/10 · Free plan
An open-source pipeline for training, viewing, rendering, and exporting 3D scenes.
Visit NerfstudioFull verdict →
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- NVIDIA Omniverse vs Nerfstudio
- LichtFeld Studio vs Nerfstudio
All gaussian splatting software comparisons → · Full ranking →
Reviewed by iTechGuides Editors · Editorial team · Updated Oct 2026
Last updated · How we research and update
