Luma vs Tokgan

A side-by-side comparison built from both listings. Blank cells mean the company has not given that detail; we never guess.

Luma compared with Tokgan
Detail	Luma	Tokgan
What it does	AI agents for creative work that generate, understand, and operate in the physical world	Human-editable AI rotoscoping for visual effects production
Stage	Established	Not given
Founded	2021	Not given
Based in	US	AU
Pricing model	Freemium	Paid
Pricing	Individual plans: Plus $30/month ($300/year) with 10,000 credits, Pro $90/month ($900/year) with 40,000 credits, Ultra $300/month ($3,000/year) with 150,000 credits. Business plans available with team management, SSO, and analytics. Video generation costs range from 20 credits/5 sec at 360p to 1200	Token-based SaaS model with pre-purchased credits consumed per job, scaled to computation complexity. On-premise deployment available for confidentiality-bound studios.
Key features	Multimodal creative workspace for image, video, audio, and text Ray3.2 video generation model with direct frame control and cinematic quality Uni-1 brand intelligence model for consistent visual generation Brainstorm Mode for conceptual planning without media generation Create Mode for generating images, video, audio, and text Team collaboration with shared credits and project organization Luma Skills for building and reusing creative workflows Export capabilities including EXR files for professional workflows Video localization with natural voiceovers and synced visuals Automatic model selection by Luma Agent or manual model choice	Converts segmentation data to editable B-spline curves Compatible with Nuke, Silhouette, After Effects and Fusion On-premise deployment for confidential workflows Hosted trials available Machine learning-based pose estimation
What makes it different	End-to-end creative workflows with shared context across all formats and team members Frontier research models built in-house and shipped directly to creative professionals Brand intelligence at the model level that maintains visual consistency Parallel collaboration allowing teams and agents to work simultaneously Physical AI and robotics research through Open Physical AI Lab	Outputs editable splines instead of static pixel masks Keyframes placed at motion apexes like professional roto artists work Built by the team behind the first commercial AI rotoscoping plugin
Free plan	Not given	Not given
Open source	Not given	Not given
Platforms	Not given	Not given
Public API	Not given	Not given
Community votes	0	0
DR (Domain Rating by Ahrefs)	80 no change since last check	Not checked yet no change since last check
Trust Flow (Majestic)	27	0
Citation Flow (Majestic)	51	13
Referring domains (Majestic)	12139	2

6 details filled in for both companies.

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