Tokgan vs MiniMax H3

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

Tokgan compared with MiniMax H3
Detail	Tokgan	MiniMax H3
What it does	Human-editable AI rotoscoping for visual effects production	AI video generator for text, images, and 2K video creation
Stage	Not given	Not given
Founded	Not given	Not given
Based in	AU	Not given
Pricing model	Paid	Not given
Pricing	Token-based SaaS model with pre-purchased credits consumed per job, scaled to computation complexity. On-premise deployment available for confidentiality-bound studios.	Free: 120 credits (one 4-second 768P test). Creator: $19/month for 2,000 credits. Pro: $49/month for 5,000 credits. Studio: $129/month for 14,000 credits. Generation costs 22.5 credits per second at 768P and 36.5 credits per second at 2K; a five-second render costs 113 credits at 768P or 183 credits
Key features	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	Text-to-video generation with 6 aspect ratios Image-to-video with first and optional last frame Duration control from 4–15 seconds 768P and 2K resolution output Native stereo audio directed with timeline Cost visibility before generation Task history and deliberate retry workflow Credit refunds for terminal failures Browser-based generation with no local setup Production-focused control for product, UI, and commercial content
What makes it different	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	Transparent credit-based pricing with exact cost calculated before submission Production-intent workflow combining text, frames, and detailed direction constraints Native stereo audio synchronised with visual timeline Directed 4–15 second commercial and interface animation capability Text handling within motion sequences and interface states
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)	Not checked yet no change since last check	Not checked yet no change since last check
Trust Flow (Majestic)	0	2
Citation Flow (Majestic)	13	21
Referring domains (Majestic)	2	23

4 details filled in for both companies.

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