Suggestions appear as you type. Use the up and down arrows to choose one and Enter to open it.

This page's audience our own tag's counts — open to see them
–Visits
–Page views
–Clicks to vendors
–Time on page
–Reading now
Clicks to vendors, by tool
  • –
Top countries
  • –
Devices
  • –

– · visits, page views and clicks counted by our own tag, which counts more than our checked analytics; every figure rounded down · how we count

Head-to-head · Gaussian Splatting Software

Polycam vs Nerfstudio

  • Updated Oct 2026
  • Both researched from official sources
  • 1 check side by side
Higher score Polycam #1 in Gaussian Splatting Software 8.8/10 Free plan · 7-day trial Free planFree trial✓ 0 of 4 features Visit Polycam
Nerfstudio #4 in Gaussian Splatting Software 7.6/10 Free plan Free plan✓ 0 of 4 features Visit 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

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.

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
  • 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
  • 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
Cons
  • Free usage has limited captures, space, and AI capacity
  • Cloud processing requires uploaded photos or videos
  • Ground-control-point workflow relies on CloudCompare
  • Requires users to manage their own local compute environment
  • Windows support is less tested, with Linux recommended in the documentation
  • Provides no measurement tools
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 →
  1. PolycamGaussian Splatting Software 8.8Free plan · 7-day trial
  2. NerfstudioGaussian Splatting Software 7.6Free plan

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 →

More comparisons

Reviewed by iTechGuides Editors · Editorial team · Updated Oct 2026

Last updated · How we research and update