Polycam vs Anyscale

Compare data AI Tools

21% Similar based on 3 shared tags
Share:
P

Polycam

3D scanning app for mobile and web that captures LiDAR and photogrammetry scans generates meshes floor plans and measurements and exports to common 3D formats.

Pricing Free / $300 per seat per year
Category data
Difficulty Beginner
Type Web App
Status Active
Anyscale

Anyscale

Fully managed Ray platform for building and running AI workloads with pay as you go compute, autoscaling clusters, GPU utilization tools and $100 get started credit.

Pricing Pay as you go
Category data
Difficulty Beginner
Type Web App
Status Active

Feature Tags Comparison

Only in Polycam

3d-scanningphotogrammetrylidarmeasurementar

Shared

dataanalyticsanalysis

Only in Anyscale

raydistributedtraininginferencegpuautoscaling

Key Features

Polycam

  • • Photogrammetry: Build detailed meshes and textures from photo sets captured on phones or drones
  • • LiDAR capture: Use depth sensors on iOS to scan interiors with strong scale fidelity
  • • Measurements: Take scale aware measurements and generate floor plans in business tiers
  • • Web viewer: Share interactive models with links for client reviews and comments
  • • Formats: Export OBJ FBX GLTF and point clouds into DCC and BIM tools
  • • Collaboration: Organize projects invite reviewers and control permissions

Anyscale

  • • Managed Ray clusters with autoscaling and placement policies
  • • High GPU utilization via pooling and queue aware scheduling
  • • Model serving endpoints with rolling updates and canaries
  • • Ray compatible APIs so existing code ports quickly
  • • Observability and cost tracking across jobs and users
  • • Environment images with Python CUDA and dependency control

Use Cases

Polycam

  • → Scan rooms and sites for quick as built references
  • → Create object models for product design and ecommerce
  • → Document excavation or heritage assets with photogrammetry
  • → Produce floor plans and measurements for real estate
  • → Share interactive models for remote client reviews
  • → Import into engines for AR VR previews and staging

Anyscale

  • → Scale fine tuning and batch inference on pooled GPUs
  • → Port Ray pipelines from on prem to cloud with minimal edits
  • → Serve real time models with canary and rollback controls
  • → Run retrieval augmented generation jobs cost efficiently
  • → Consolidate ad hoc notebooks into governed projects
  • → Share clusters across teams with quotas and budgets

Perfect For

Polycam

architects surveyors real estate pros construction teams archaeologists product designers educators and creators who need fast accurate capture to 3D

Anyscale

ml engineers data scientists and platform teams that want Ray without managing clusters and need efficient GPU utilization with observability and controls

Capabilities

Polycam

Photos and LiDAR Intermediate
Mesh and texture Intermediate
Floor plans and tools Professional
Formats and viewers Basic

Anyscale

Managed Clusters Professional
Model Endpoints Intermediate
Utilization and Cost Intermediate
Enterprise Controls Intermediate

Need more details? Visit the full tool pages: