LandingAI vs VLM Run

A side-by-side comparison of LandingAI and VLM Run, two Vision tools, drawn from Ignaite's continuously-verified listings.

Compared from listings verified as of 2026-06-16

LandingAI

Vision

Build vision detectors and agents from a few labeled examples.

VLM Run

Vision

Unified API gateway that extracts structured JSON from images, video, and documents.

At a glance

Feature comparison of LandingAI and VLM Run
Attribute	LandingAI	VLM Run
Category	Vision	Vision
Pricing	FREEMIUM	FREEMIUM
License	Proprietary	Proprietary
Deployment	Cloud	Cloud
Platforms (differs)	Web, API	API, Web
Model support (differs)	Model-agnostic	Self-contained (on-device)
Vendor (differs)	LandingAI	Autonomi AI

The honest brief

LandingAI

Visual prompting lets you point at a few examples instead of labeling a full training set.

Fast path to a deployable detector
Vision agents reason over images/PDFs
No ML labelers required
Free tier to start

Less control than custom model training
Newer agent features still maturing
Scale pricing quoted for enterprise

VLM Run

Hyper-specialized VLMs plus fine-tuning return parse-ready structured JSON from visual data, rather than free text you have to clean up.

One API for images, video, and documents
Parsing, OCR, detection, and segmentation
Free starter credits
Fine-tuning for specialized extraction

Pro tier jumps to $799/mo
Small team
Less brand recognition than incumbents

LandingAI details VLM Run details All Vision apps