LM Studio vs Polycam

Side-by-side comparison of features, pricing, and ratings

Analysis reviewed Live tool data as of 2026-09-01
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At a glance

DimensionLM StudioPolycam
PricingFreeFree tier (limited), Pro $79.99/mo, Business custom
Primary UseRun LLMs locally on your own hardware3D scanning of objects, spaces, and drones
PlatformMac, Windows, Linux (headless), iOSiOS, Android, Web
Key FeatureOffline LLM inference with OpenAI-compatible APILiDAR scanning + AI photogrammetry
Latest NewsLocally mobile app launched June 2026; LM Link no longer waitlistedNew tutorials for MeshLab, Blender, Unreal Engine 5 workflows
Best ForDevelopers & privacy-conscious users running local modelsAEC professionals & designers needing 3D capture

Choosing between LM Studio and Polycam is straightforward: they solve completely different problems. LM Studio is ideal for developers who need private, offline LLM inference on their own hardware, while Polycam is purpose-built for professionals capturing 3D scans of objects and spaces. Neither can substitute the other; your choice should be driven by whether your primary need is local AI computation or 3D reality capture.

LM Studio
LM Studio

Run local LLMs offline with LM Studio's Bionic agent

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Polycam
Polycam

AI-powered 3D scanning, floor plans, and reality capture for mobile, drones, and teams.

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Pricing
Freemium
Freemium
Plans
$0/mo
Pay as you go
Coming soon
$0/mo
$12.50/mo billed yearly, $30/mo billed monthly
$33/mo per user billed yearly, $400/yr per user
$1200/yr per seat, 3 seats minimum
Popularity
28 views
7.5k views
Skill Level
Intermediate
Beginner-friendly
API Available
Platforms
WebCLIAPI
WebMobile
Categories
💾 Local & On-Device AI
🧊 3D Generation & Scanning🏠 Interior Design & Architecture👷 Construction & Field Service
Features
Bionic agent for document editing, coding, automations, and computer control
Real-time offline voice transcription in multiple languages
Local LLM downloads via LM Studio Hub (GLM 5.2, Kimi K3, DeepSeek V4 Pro, etc.)
MLX engine with KV cache checkpointing for long-context agentic workflows
Multi-GPU support via tensor parallelism (CUDA, ROCm, Vulkan)
MTP speculative decoding (stable)
OpenAI-compatible API and REST API (beta)
JavaScript SDK (@lmstudio/sdk)
Python SDK (lmstudio)
Command-line tool (lms) for scripting and integration
LM Link for remote model access (up to 5 devices on Free)
Headless CLI for Linux/cloud/CI
Locally iPhone/iPad companion app
Physical Batch Size option for finer control
Diagram and chart creation (Bionic 1.0.7)
LiDAR spatial scanning for rooms and buildings
Object capture with AI-assisted processing
Photogrammetry from photos/video (up to 2000 images on Business)
Drone photogrammetry processing for aerial models
Instant 2D and 3D floor plan generation with editable walls
AI 3D model generator (beta)
AI texture generator (beta)
Gaussian splatting tool
HDRI lighting with 5 presets (iOS and Web)
Virtual Walkthrough (full on Business, preview on Free/Basic)
Apple Vision Pro viewing
Point cloud exports (PLY, LAS, Geo-LAS, PTS, XYZ, DXF)
Mesh exports (GLTF, OBJ, FBX, DAE, STL, USDZ, ESX)
360 photosphere capture
API access (Enterprise)
Integrations
Codex
Claude Code
OpenClaw
MCP
Xactimate
SketchUp
Apple Vision Pro

Who should pick which

  • Solo developer building private AI agents
    Pick: LM Studio

    LM Studio is free, runs on local hardware, and supports OpenAI-compatible APIs and SDKs for integrating LLMs into agentic workflows.

  • Architect capturing as-built floor plans
    Pick: Polycam

    Polycam's LiDAR scanning and automatic floor plan generation with measurements are purpose-built for AEC professionals.

  • Privacy-conscious researcher running LLMs offline
    Pick: LM Studio

    LM Studio runs entirely offline on your machine, ensuring data never leaves your hardware.

  • Forensics team documenting a crime scene
    Pick: Polycam

    Polycam's fast LiDAR capture and photogrammetry provide accurate 3D documentation suitable for forensic analysis.

  • Game developer importing real-world props
    Pick: Polycam

    Polycam exports to common 3D formats and integrates with Unreal Engine, Blender, and Maya, ideal for game asset creation.

Frequently Asked Questions

LM Studio vs Polycam: which should you choose?

Choosing between LM Studio and Polycam is straightforward: they solve completely different problems. LM Studio is ideal for developers who need private, offline LLM inference on their own hardware, while Polycam is purpose-built for professionals capturing 3D scans of objects and spaces. Neither can substitute the other; your choice should be driven by whether your primary need is local AI computation or 3D reality capture.

Can LM Studio replace cloud LLM services like ChatGPT?

Not entirely, but it can run many open-source models locally for free, offering privacy and offline access. It lacks proprietary models like GPT-4.

Does Polycam require a LiDAR-equipped device?

LiDAR enhances scanning but is not required. Polycam also works with standard cameras using photogrammetry from photos and video.

Is LM Studio available on Linux?

Yes, via the headless command-line tool 'llmster', which also works in cloud and CI environments.

What file formats does Polycam export?

Polycam exports to OBJ, FBX, GLTF, USDZ, PLY, LAS, and more, depending on the tier.

Can I use LM Studio's API remotely?

Yes, through LM Link (no longer waitlisted) and the headless server for remote access.

Does Polycam have a free trial?

Yes, the free tier allows limited exports with watermarks. Pro offers a free trial with full features.

Which models can I run on LM Studio?

Many open models, including Qwen3.6, DeepSeek, Gemma4, and other gguf-compatible ones via its engine.

Can Polycam generate floor plans automatically?

Yes, it generates automatic floor plans with measurements from LiDAR captures, accessible on Pro and Business tiers.

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Last reviewed: June 1, 2026