Image to Prompt vs Seedream Pro

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

Image to Prompt compared with Seedream Pro
Detail	Image to Prompt	Seedream Pro
What it does	Convert images to detailed AI prompts for Stable Diffusion and Midjourney	ByteDance Seedream AI image and Seedance video generator in one studio
Stage	Not given	Not given
Founded	Not given	Not given
Based in	Not given	Not given
Pricing model	Free	Freemium
Pricing	Not given	Free: 10 credits for new accounts, valid 30 days. Basic: $8.3/month (billed yearly at $100/year, 2,400 credits per 12 months). Pro: $30/month (billed yearly at $360/year, 21,600 credits per 12 months). Business: $49.9/month (billed yearly at $599/year, 48,000 credits per 12 months). One-time Credit
Key features	Uploads images in PNG, JPG, and WEBP formats up to 2MB Analyzes composition, style, lighting, and artistic elements Generates detailed text descriptions of visual content Supports 11 languages including English, Chinese, Spanish, German, French, Portuguese, Arabic, Russian, Japanese, and Korean Compatible with Stable Diffusion, Midjourney, DALL-E, and Flux No registration or login required Powered by THUDM/GLM-4.1V-9B-Thinking Model Immediate image deletion after processing for privacy Generates prompts describing subject, background, style, color, lighting, composition, and details	Five Seedream versions in one studio: 5.0 Pro, 5.0 Lite, 4.5, 4.0 and 3.0 Text-to-image generation with prompts up to 5,000 characters Image editing with up to 14 reference images Layer decomposition to split images into separate elements Up to 4K resolution on Basic and higher plans Eight aspect ratios including ultrawide 21:9 banners Seedance video generation with seven versions and motion generation Commercial use support through Business-level access Free plan with 10 credits for 30 days, no credit card needed
What makes it different	Completely free with unlimited usage and no hidden costs No signup or login required - instant prompt generation Supports 11 languages making it accessible worldwide Advanced AI specifically trained for high-accuracy prompt generation Prompts work with all major AI art generators including Midjourney, Stable Diffusion, DALL-E, and Flux	Access to five Seedream versions in one interface without switching platforms Up to 14 reference images for image editing, the largest edit input among versions Integrated Seedance video studio to turn stills into clips without leaving the platform Transparent credit system showing cost before generation with automatic refund on failure
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)	34 +1 (up) since last check	30 +1 (up) since last check
Trust Flow (Majestic)	6	4
Citation Flow (Majestic)	17	28
Referring domains (Majestic)	174	122

4 details filled in for both companies.

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