Custom web
Custom pricing source (opens in a new tab)
Custom
For: Teams processing large video volumes
Limits
- No published limits
Includes
- SDK and API
- Indexing, search and annotation
API included
VideoDocumented overviewLast checked Sep 29, 2026
VideoDB: Pricing, Features & Best Use Cases
Data infrastructure for video: indexing, search, annotation and streaming of video for AI agents and visual-AI teams, via SDKs and API.
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Our take: VideoDB suits AI and robotics teams that need to search, annotate and stream large video archives or live cameras through an SDK and API, with plans arranged through a contact form.
Main limitation: There is no public pricing page, so cost can only be learned by contacting the vendor.
Who should use VideoDB
VideoDB suits AI and robotics teams that need to search, annotate and stream large video archives or live cameras through an SDK and API, with plans arranged through a contact form. Based on the vendor's documentation, not on a hands-on test.
Best for: ML teams with large video datasets
Also a good fit for
- Developers building video-aware AI agents
Consider another tool if no public pricing page; plans are via contact form
Or if
- Positioned at teams processing large video volumes
- Requires developer integration (SDK/API)
VideoDB pricing and usage limits
Prices checked Sep 29, 2026 on the official US pricing page. Prices and limits change often.
Free access and trial conditions
Developers can get an API key and start with the docs; free limits not stated.
Paid plans: what changes as you upgrade
What is VideoDB, and how does it work?
VideoDB describes itself as an applied research lab and data infrastructure provider for video. Its products cover video primitives (transcoding, frame tiling, real-time ingestion), machine annotation with human QC, and episode retrieval over large video archives. Developers use Python and Node.js SDKs and an API documented at docs.videodb.io to ingest files or live streams, index them and retrieve timestamped clips. Enterprise-style engagement is via a 'Talk to us' contact page.
What you provide and what you get back
You provide
- Video files, RTSP/RTMP streams and screen captures
- Natural-language search queries
- Annotation prompts for any model
You get back
- Searchable scene-level indexes
- Ranked episodes with clips and frames
- Annotations with human QC
Where you can use it
- Platforms
- API
- Account
- Required
- Access
- SDK and API
- Sources
- Files, RTSP/RTMP, desktop capture
- Output
- Clips, frames, annotations
- Benchmark claim
- Recall@1 73.1% on 9,834 queries
- Scale claim
- 250+ TB processed
Where VideoDB is most useful
Scenarios are worked out by our editors from the documentation; the actual result depends on your input and plan.
Search large video archives in plain language
- Who
- Robotics and ML teams
- You provide
- Archive of test-run videos
- Expected result
- Ranked episodes where the model failed
- Plan needed
- Contact sales
- Limitation
- Requires developer integration source (opens in a new tab)
Annotate video datasets at scale with optional human review
- Who
- Data teams labeling video
- You provide
- Large video dataset
- Expected result
- Annotations with human review for low-confidence labels
- Plan needed
- Contact sales
- Limitation
- Review adds turnaround source (opens in a new tab)
Ingest RTSP cameras and screen captures in real time
- Who
- Builders of agents that watch screens or cameras
- You provide
- Live RTSP stream
- Expected result
- Agent recalling events in real time
- Plan needed
- API key
- Limitation
- Setup through SDK source (opens in a new tab)
Key features and their practical limits
Frame-addressable transcoding and streaming
Transcodes video so any frame is addressable and streamable Agents pull exact moments without whole files
Frame tiling for model input
Tiles frames for model input Feeds visual models efficiently
Any model as an analyzer with versioned indexes
Runs any model as an analyzer with versioned indexes Compare annotation versions over time
Episode retrieval returning clips and frames
Returns episodes as clips and frames from plain-language queries Finds similar situations in archives
VideoDB pros and cons
Where VideoDB is strong
- Public documentation with quickstart and SDK guides Public documentation includes quickstart and SDK guides documented source (opens in a new tab)
- Publishes benchmark results and technical reports Published benchmark results and technical reports documented source (opens in a new tab)
- Supports live RTSP/RTMP as well as uploaded files Supports both live RTSP/RTMP and uploaded files documented source (opens in a new tab)
- 10k+ developers on the platform Active community on Discord documented source (opens in a new tab)
Limitations to check before paying
- No public pricing page; plans are via contact form Cost requires a sales conversation documented source (opens in a new tab)
- Positioned at teams processing large video volumes Aimed at teams with large video volumes documented source (opens in a new tab)
- Requires developer integration (SDK/API) Needs developers to use the SDK or API documented source (opens in a new tab)
- Account or API key needed to use An account or API key is required documented source (opens in a new tab)
How to use VideoDB for making a video archive searchable for an AI agent
Set up VideoDB
- Request an API key from the VideoDB site
- Install the SDK following the docs quickstart
- Upload a video or connect a stream
Example: making a video archive searchable for an AI agent
- Build a scene index on the video
- Search for a moment in plain language
- Request the matching clip and frames
- Pass the result to your agent
Review and export the result
- Compare returned clips with a manual search
- Check that the index covers the full video
Find every moment where the robot arm drops the object.
VideoDB API
API access and separate billing
VideoDB has no public API in its official documentation. SDKs plus REST API; quickstart in docs. API documentation ↗
Privacy, data use and commercial rights
Summarized from the vendor's current policies; this is not legal advice and a vendor's badge is not an independent audit.
How your inputs and outputs are handled
Video and audio sent for indexing or transcription are processed by VideoDB.
Policy says personal data in audio may be used to provide transcription and to improve algorithms.
Policies: videodb.io/legal/privacy
Other tools to consider instead of VideoDB
"Better suited" is based on documented features and pricing, not on a head-to-head test.
Runway: better suited to
Explore VideoDB further
Related to VideoDB
VideoDB user reviews
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VideoDB FAQ
How much does VideoDB cost?
No pricing is published; the pricing path serves a contact form and the team replies within one business day. source (opens in a new tab)
How do I start without sales?
The contact page says you can get an API key and start with the docs. source (opens in a new tab)
Does VideoDB handle live video?
Yes, it ingests RTSP and RTMP streams and screen captures in real time as well as uploaded files. source (opens in a new tab)
What does VideoDB return from a search?
Ranked episodes with matching clips and frames. source (opens in a new tab)
Who runs VideoDB?
Spext Labs Inc., a Delaware company with offices in California and India, per the privacy policy. source (opens in a new tab)
Sources and review methodology
Official sources and verification dates
- VideoDB homepage homepage · checked Oct 1, 2026
- VideoDB products homepage · checked Oct 1, 2026
- VideoDB documentation homepage · checked Oct 1, 2026
- VideoDB privacy policy policy · checked Oct 1, 2026
- VideoDB docs docs · checked Oct 1, 2026
Not verified: pricing; free tier limits; retention periods; SLA.
How we documented and maintain this page
Every fact about VideoDB above comes from the 5 official pages listed here, last compared on Sep 29, 2026; we have not run VideoDB ourselves, so it has no editorial score. How we check and re-check pages.
Article updated Oct 10, 2026; prices checked Sep 29, 2026. Outbound links to vendors are plain links; we do not earn commissions. How we review · Report an error