MiniMax H3 vs TokenLab MCP

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

MiniMax H3 compared with TokenLab MCP
Detail	MiniMax H3	TokenLab MCP
What it does	2K video with native stereo audio in one pass	Connect TokenLab to Claude, Codex, Cursor and other MCP clients so agents can search models, compare prices, chat, generate images and videos
Stage	Startup	Not given
Founded	2026	Not given
Based in	Not given	US
Pricing model	Freemium	Free
Pricing	On the Hailuo AI App: free tier and paid monthly plans (rates listed in app). On MiniMax Open Platform: billed per output second, with 2K tier priced above 768p tier. On this site: 18 credits per second at 768p and 29 credits per second at 2K, with annual plans showing 50% discount and various month	MCP service is free. Usage charges apply only when calling models at standard TokenLab pricing rates. Pricing for first-time recharge: starting at US$5 to US$100; first recharge of US$10 includes US$5 bonus
Key features	Multimodal reference input: images, video, and audio Context-IR token-based pricing variant Downloadable weights for local deployment H3-Contextual Omni Representation for modality bridging Up to 12 reference files with caption compression	Model search and catalog browsing with 6 query tools Model pricing comparison without API key required Chat completion with multiple model providers Image generation and editing tools Video generation and creation File upload and management tools Embedding and document reranking Three tool profile options: catalog, core (32 tools), full (89 tools) Hosted and local deployment options
What makes it different	Only model generating video and audio together natively 2K output at lower per-second rate than competitors Downloadable open weights available Accepts richer multimodal reference input than competitors	Free MCP service with pay-as-you-go model pricing, no subscriptions or seat fees No API key required for model search and price comparison with catalog tier 32 default tools sufficient for most agent tasks including chat, image and video generation Integrates with popular MCP clients: Claude Desktop, Codex, Cursor, VS Code Works standalone without requiring TokenLab Skills installation
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)	15 −1 (down) since last check	15 −2 (down) since last check
Trust Flow (Majestic)	12	4
Citation Flow (Majestic)	21	34
Referring domains (Majestic)	43	128

5 details filled in for both companies.

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