VidLab vs EcomGen

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 EcomGen
Detail	VidLab	EcomGen
What it does	One API for every top video, image and audio model, routed to the cheapest provider	AI fashion photography and video studio for brands
Stage	Not given	Startup
Founded	Not given	2026
Based in	Not given	IN
Pricing model	Paid	Freemium
Pricing	Seedance 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: 250 credits on signup, no card needed. Starter: ₹1,299/month (1,299 credits). Creator: ₹2,499/month (2,499 credits, 10% rollover). Studio: ₹4,999/month (4,999 credits, 25% rollover). Brand: ₹8,499/month (8,499 credits, 50% rollover). Basic product shoot of 5 photos costs 210 credits. Single im
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	AI model photo generation from product images Batch processing up to 50 products at once Marketplace-ready image sizing AI video generation from product photos Brand DNA identity management Editorial and campaign shot generation Performance ad creative generation Model consistency across campaigns Done-for-you shoot service via WhatsApp or email No prompt writing required
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	No prompt writing needed; upload product and choose style 10x faster than traditional studio shoots Same credit cost for both DIY and done-for-you shoots Model consistency maintained through proprietary identity-locking system Fraction of traditional studio costs
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	5
Citation Flow (Majestic)	0	19
Referring domains (Majestic)	0	2

5 details filled in for both companies.

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