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VidLab vs MOSS-Image Generator

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

VidLab compared with MOSS-Image Generator
DetailVidLab logo VidLabMOSS-Image Generator logo MOSS-Image Generator
What it doesOne API for every top video, image and audio model, routed to the cheapest provider Open-source text-to-image model with Chinese and English text support
StageNot given Not given
FoundedNot given Not given
Based inNot given US
Pricing modelPaid Freemium
PricingSeedance 2.5 from $0.06/s (480p), $0.088/s (720p), $0.210/s; Kling 3.0 from $0.09/s; Veo 3.1 from $0.20/s; Hailuo 2.3 from $0.06/s; MiniMax H3 from $0.03/s; Wan 3.0 from $0.04/s; UGC Real 1 $0.03/image; Nano Banana Pro from $0.04/image; Nano Banana 2 from $0.03/image; GPT Image 2 $0.03/image; Seedre Free: 3 starter images after verification. Credit Pack: $9.99 for 30 images (one-time). Monthly: $14.99/month for 80 images per month with rollover up to 160. Annual: $119/year for 800 images per year.
Key features
  • Automatic routing to cheapest provider per request
  • Pay only on successful requests; failed calls cost nothing
  • Ready-made ad formats like talking head UGC, street interviews and product commercials
  • Single API key for video, image and audio models
  • Model Claude Agent integration via MCP
  • Per-key monthly budget caps
  • Support for uploads up to 20 MB images, 200 MB video, 50 MB audio
  • Results kept for 30 days; links work for 6 hours
  • Text-to-image generation with bilingual support in Chinese and English
  • JSON layout mode to specify placement of text and objects
  • Multiple aspect ratios: square, portrait, and landscape
  • No watermark on downloaded images
  • Image editing early access program
  • Credits that do not expire for one-time packs
What makes it different
  • Save up to 90% on GPT Image 2.5 compared to direct provider pricing
  • Only platform routing every call to the cheapest capable provider
  • No charge for failed requests including safety blocks and timeouts
  • Unified billing for 130+ models across video, image and audio in one invoice
  • Open-source model available for local use with ComfyUI
  • Independent studio with flexible JSON layout and prompt modes
Free planNot given Not given
Open sourceNot given Not given
PlatformsNot given Not given
Public APINot given Not given
Community votes00
DR (Domain Rating by Ahrefs)Not checked yet no change since last check6 no change since last check
Trust Flow (Majestic)03
Citation Flow (Majestic)024
Referring domains (Majestic)013

5 details filled in for both companies.

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