Seedream 4.0 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.

Seedream 4.0 compared with TokenLab MCP
Detail	Seedream 4.0	TokenLab MCP
What it does	Next-generation AI image generator and editor for ultra-fast 2K image creation	Connect TokenLab to Claude, Codex, Cursor and other MCP clients so agents can search models, compare prices, chat, generate images and videos
Stage	Not given	Not given
Founded	Not given	Not given
Based in	Not given	US
Pricing model	Freemium	Free
Pricing	Free plan with credits included upon sign-in. Basic plan: $9.9/month (was $19.9/month), includes 12,000 credits/year (~600 images or 300 videos). Pro plan: $23.9/month (was $47.9/month), includes 36,000 credits/year (~1,800 images or 900 videos). Enterprise plan: $63.9/month (was $127.9/month), incl	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	Ultra-fast 2K image generation in approximately 1.8 seconds Unified text-to-image generation, image editing, and enhancement in single workflow Support for up to 6 reference images for precise editing Coordinated generation of up to 9 images simultaneously Batch generation with intelligent variation control Native bilingual support for Chinese and English prompts Watermark-free image and video downloads Commercial use license included in all plans Access to all image and video models Permanent data storage for generated content	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	Lightning-fast 2K rendering in approximately 1.8 seconds using Mixture of Experts architecture All-in-one platform unifying text-to-image generation and sophisticated editing without tool switching Multi-reference precision allowing up to 6 reference images and generation of 9 visuals at once Batch creation system producing multiple coordinated images while cutting resource use Native bilingual support for both English and Chinese prompts with cultural context understanding	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)	29 no change since last check	15 −2 (down) since last check
Trust Flow (Majestic)	4	4
Citation Flow (Majestic)	25	34
Referring domains (Majestic)	58	128

5 details filled in for both companies.

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