Panorama vs sizeless: Features, Pricing & Which Is Better (2026)
A side-by-side comparison of Panorama and sizeless — features, pricing, and ideal use cases — to help you decide which AI tool fits your workflow.
Panorama
Amazon Web Services (AWS)
Persistent memory assistant that keeps what you learned running so you have space to create and evolve.
Key features
- Edge appliance for running computer vision models on‑premises (Panorama device)
- Panorama SDK for building vision applications that run on device
- Test Utility: Python libraries and CLI to simulate Panorama apps without hardware
- Sample applications and Jupyter (.ipynb) notebooks demonstrating use cases
- DX CLI tooling for managing and deploying Panorama applications
- Support for developing, testing, and iterating applications before provisioning devices
- Integration points for connecting on‑prem cameras and Panorama‑enabled cameras
- Graph/project JSON and node package assets to configure apps and pipelines
Best for
- Real‑time on‑premises video analytics for manufacturing and quality assurance
- Retail video analytics for loss prevention and customer behavior analysis
- Security and surveillance with local inference to reduce cloud latency and bandwidth
- Traffic and public‑safety monitoring with edge deployment of vision models
- Rapid prototyping of vision applications using Test Utility before device rollout
sizeless
sizeless
Turns a smartphone video of an open trench into a centimetre-accurate 3D point cloud, CAD as-built plan and GIS-ready digital twin of buried utilities.
Key features
- Smartphone capture: Field crews record an open trench with a standard iPhone Pro — no specialist scanning hardware and no separate surveying appointment
- Centimetre-accurate point clouds: Reconstruction algorithms developed at ETH Zurich build a high-resolution 3D point cloud of the excavation from the video alone
- Standards-compliant CAD output: Generates as-built plans in DWG and DXF, with couplings and pipe runs identified and measurements simplified
- 3D digital twin and GIS export: Produces a model of the pipe route including building entries that drops into existing GIS systems
- Works without GPS: Captures basement sections and building entry points where GNSS-based surveying fails
- Immediate backfilling: Because capture takes minutes, trenches close right after filming instead of waiting on a survey crew
- Documentation in about 72 hours: Complete records arrive weeks earlier than conventional surveying, enabling prompt connection billing
- Third-party utility capture: Records crossing utilities and as-laid geometry as unbroken 3D evidence, replacing hand sketches
Best for
- A utility network operator documenting residential service connections without booking a surveyor for every site
- A contractor closing a trench the same day instead of leaving it open pending a survey appointment
- Capturing a building entry point in a basement where GPS-based surveying cannot get a fix
- A district heating project producing as-built DWG plans for regulatory sign-off
- Spotting a laying error in the 3D point cloud before backfilling, while the fix is still cheap
- Feeding as-built pipe geometry into a GIS system for long-term network maintenance planning