Comparison · checked October 21, 2026
Ceptory vs Google Cloud Video Intelligence API
Google Cloud Video Intelligence API: Google Cloud's pretrained video annotation API: labels, shot changes, object tracking, text detection, explicit content and speech transcription, billed per feature per minute. Choose Ceptory when you need natural language search over footage out of the box, instead of paying per annotation feature and building the search index yourself.
| Ceptory | Google Cloud Video Intelligence API | |
|---|---|---|
| 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. | Google Cloud's pretrained video annotation API: labels, shot changes, object tracking, text detection, explicit content and speech transcription, billed per feature per minute. |
| Category | Video intelligence platform | Cloud video AI API |
| Pricing | Prepaid: $0.042 per minute indexed plus $0.0015 per minute infrastructure; search $4 per 1,000 queries. | Per feature per minute: label detection $0.10, shot detection $0.05, object tracking $0.15, text detection $0.15 (after the free tier). |
| Free tier or trial | First 30 minutes of indexing free. | First 1,000 minutes per feature each month free. |
| Deployment | Cloud; private cloud and on-prem for enterprise. | Google Cloud (managed API). |
| 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 stored video (or a stream) to the API. |
| Search | Natural language search across scenes, speech and on-screen text. | Returns annotations (labels, objects, text, timestamps); search over them is something you build. |
| API | REST API with Bearer API keys (indexes, videos, search, analyze). | Google Cloud REST and gRPC API with client libraries. |
| Best for | Teams that need to search and analyze large libraries of recorded footage without replacing cameras. | Teams on Google Cloud that need specific annotations at per-minute rates and will build search themselves. |
When to choose Google Cloud Video Intelligence API
Teams on Google Cloud that need specific annotations at per-minute rates and will build search themselves.
When to choose Ceptory
Choose Ceptory when you need natural language search over footage out of the box, instead of paying per annotation feature and building the search index yourself.
Frequently asked questions
What is the difference between Ceptory and Google Cloud Video Intelligence API?
Google Cloud's pretrained video annotation API: labels, shot changes, object tracking, text detection, explicit content and speech transcription, billed per feature per minute. 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 Google Cloud Video Intelligence API pricing compare with Ceptory?
Google Cloud Video Intelligence API: Per feature per minute: label detection $0.10, shot detection $0.05, object tracking $0.15, text detection $0.15 (after the free tier). 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 Google Cloud Video Intelligence API or Ceptory?
Google Cloud Video Intelligence API: Not a camera product: you send stored video (or a stream) 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 Google Cloud Video Intelligence API?
Choose Ceptory when you need natural language search over footage out of the box, instead of paying per annotation feature and building the search index yourself.
Sources
Google Cloud Video Intelligence API 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.