Black Forest Labs vs RoomStage

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

Black Forest Labs compared with RoomStage
Detail	Black Forest Labs	RoomStage
What it does	Building visual intelligence with multimodal AI models	AI virtual staging for real estate photos
Stage	Startup	Not given
Founded	2024	Not given
Based in	DE	Not given
Pricing model	Freemium	Freemium
Pricing	Pay-as-you-go API pricing: FLUX 3 Image at $0.048 per image, FLUX.1 [dev] at $0.025 per image, FLUX.1 [pro] at $0.04 per image, FLUX 1.1 [pro] Ultra at $0.06 per image, FLUX.1 Kontext [max] at $0.08 per image, FLUX Deblur from $0.004 per megapixel, FLUX.1 Fill [pro] at $0.05 per image, FLUX VTO at $	Free demo: 2 low-res images, no credit card required. Trial: €1 for 3 images over 3 days. Starter: €18/month for 10 images. Pro: €55/month for 30 images. Studio: €90/month for 50 images. API: $149/month and up. Overage charges per image vary by plan.
Key features	FLUX 3 multimodal model for image, video, audio and action prediction Text to image generation with accurate text rendering Video generation up to 20 seconds with optional audio Multilingual speech and audio generation Robotics action prediction for visual observations and control Pay-as-you-go API pricing Open weights models for self-hosted deployment Browser-based playground for experimentation Enterprise licensing with SOC 2 and ISO 27001 compliance Fine-tuning and LoRA customization rights	Depth-aware AI furniture placement respecting room geometry and perspective AI lighting harmonization for photorealistic results AI furniture removal and decluttering Batch processing for entire shoots Multi-angle same-room staging with matching furniture MLS-compliant watermarking and disclosure labels Direct MLS publishing via RESO Web API Two free re-runs or edits per staged image Virtual Staging API for integration and automation Multiple furnishing styles including Modern, Scandinavian, Coastal, Rustic, Industrial
What makes it different	Single unified model handling multiple modalities: images, video, audio, and robotics Founded by pioneers of foundational diffusion AI research Flexible deployment: API, open weights, or playground Enterprise-grade infrastructure with volume discounts and SLA guarantees Powers millions of creations from individual artists to enterprise applications	Processing in 1-2 minutes versus 24-48 hours for services or 1-2 weeks for physical staging Original and staged photos kept together for MLS disclosure and buyer transparency Self-serve without requiring Photoshop or design experience White-label delivery available for agencies and brokerages on Studio plan
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)	80 no change since last check	26 no change since last check
Trust Flow (Majestic)	23	6
Citation Flow (Majestic)	51	32
Referring domains (Majestic)	9162	149

5 details filled in for both companies.

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