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TwelveLabs vs RoomStage

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

TwelveLabs compared with RoomStage
DetailTwelveLabs logo TwelveLabsRoomStage logo RoomStage
What it doesEnterprise video AI powered by multimodal intelligence for semantic search, analysis, and understanding AI virtual staging for real estate photos
StageEstablished Not given
Founded2021 Not given
Based inUS Not given
Pricing modelFreemium Freemium
PricingFree plan: $0/month with 3 GB storage and 600 minutes of video indexing. Plus plan: $29/month with 50 GB storage. Pro plan: $99/month with 200 GB storage. Custom plans available. Annual billing offers 17% discount. 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
  • Semantic video search across entire libraries using natural language
  • Automatic content segmentation with scene change detection
  • Compliance and policy risk identification at scale
  • Automated highlight generation from video libraries
  • Video insight analysis and pattern detection
  • Fast indexing at ~60x real-time speed
  • API and SDK with multiple language support
  • Jockey AI agent for video search in Claude and ChatGPT
  • SOC 2 Type II certification and encrypted data handling
  • 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
  • Video-native foundation models trained specifically for video understanding
  • Processes vision, audio, speech, and on-screen text together in one index
  • Reasons across full temporal sequences up to two hours, not just frame sampling
  • Spatiotemporal embeddings make every video moment findable by actual content, not metadata
  • 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 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)71 no change since last check26 no change since last check
Trust Flow (Majestic)236
Citation Flow (Majestic)4432
Referring domains (Majestic)1758149

5 details filled in for both companies.

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