Comparison · checked October 21, 2026
Ceptory vs Twelve Labs
Twelve Labs: A video foundation model company: Marengo (multimodal embeddings and search) and Pegasus (video-to-text), sold through its own platform and on Amazon Bedrock. Choose Ceptory when you want a finished platform (dashboard, indexes, review workflow) with per-minute prepaid pricing, rather than building the product layer yourself on a model API.
| Ceptory | Twelve Labs | |
|---|---|---|
| What it is | A video intelligence platform: index recorded video, search it in natural language, and run multimodal analysis from a dashboard or a REST API. | A video foundation model company: Marengo (multimodal embeddings and search) and Pegasus (video-to-text), sold through its own platform and on Amazon Bedrock. |
| Category | Video intelligence platform | Video understanding API |
| Pricing | Prepaid: $0.042 per minute indexed plus $0.0015 per minute infrastructure; search $4 per 1,000 queries. | Plans: Free ($0), Plus ($29/month), Pro ($99/month), Enterprise (custom); usage capped by plan, with overage on Pro. |
| Free tier or trial | First 30 minutes of indexing free. | Free plan with 3 GB of storage and capped usage. |
| Deployment | Cloud; private cloud and on-prem for enterprise. | Twelve Labs cloud; Marengo and Pegasus models also on Amazon Bedrock. |
| Cameras and hardware | No hardware to buy: works on video you upload or link by URL, from any camera or VMS export. | Not a camera product: you send video files or URLs to the API. |
| Search | Natural language search across scenes, speech and on-screen text. | Natural language and multimodal search through Marengo embeddings. |
| API | REST API with Bearer API keys (indexes, videos, search, analyze). | Developer API and SDKs; models callable in Amazon Bedrock. |
| Best for | Teams that need to search and analyze large libraries of recorded footage without replacing cameras. | Developers building their own video search or video-to-text features on top of a model API. |
When to choose Twelve Labs
Developers building their own video search or video-to-text features on top of a model API.
When to choose Ceptory
Choose Ceptory when you want a finished platform (dashboard, indexes, review workflow) with per-minute prepaid pricing, rather than building the product layer yourself on a model API.
Frequently asked questions
What is the difference between Ceptory and Twelve Labs?
A video foundation model company: Marengo (multimodal embeddings and search) and Pegasus (video-to-text), sold through its own platform and on Amazon Bedrock. Ceptory is a video intelligence platform that indexes recorded video and lets teams search and analyze it in natural language through a dashboard or REST API.
How does Twelve Labs pricing compare with Ceptory?
Twelve Labs: Plans: Free ($0), Plus ($29/month), Pro ($99/month), Enterprise (custom); usage capped by plan, with overage on Pro. Ceptory: Prepaid: $0.042 per minute indexed plus $0.0015 per minute infrastructure; search $4 per 1,000 queries. First 30 minutes of indexing free.
Do I need new cameras to use Twelve Labs or Ceptory?
Twelve Labs: Not a camera product: you send video files or URLs to the API. Ceptory: No hardware to buy: works on video you upload or link by URL, from any camera or VMS export.
When is Ceptory a better fit than Twelve Labs?
Choose Ceptory when you want a finished platform (dashboard, indexes, review workflow) with per-minute prepaid pricing, rather than building the product layer yourself on a model API.
Sources
Twelve Labs facts come from these pages, checked October 21, 2026. Products change: confirm current terms with the vendor. Ceptory facts come from the pricing page and the API page.