Kollaborate
7.8#4 in video annotation softwareFrom $7 a monthiOSWebAPIExtension
VisitKollaborate vs Label Studio
Label Studio
8.2#2 in image annotation softwareFrom $99 a monthFree planWebAPILinuxmacOS
VisitWhat both publish
| Fact | Kollaborate | Label Studio |
|---|---|---|
| Documentation depth | Documentation includes installation, encoder, hardware-recommendation and scripting guides plus a Help Center covering files, comments, playback, permissions, sharing, tasks and workflows. | The documentation includes installation, Kubernetes and air-gapped deployment, storage, API, Python SDK, webhooks, frontend extension and troubleshooting sections. |
| Founded | 2007 | HumanSignal is listed as founded in 2019. |
| Integrations | WebHooks can call a customer server script when events such as uploads or comments occur. | The integrations directory lists cloud storage, foundation model APIs, computer vision, speech and audio, ML frameworks, and infrastructure integrations. |
| License | The EULA describes Kollaborate software and services as proprietary and licensed rather than sold; no open-source Kollaborate license is provided. | The public Label Studio repository is released under the Apache-2.0 license. |
| Maker | Digital Rebellion LLC is described as a California-registered company providing software and cloud services to the entertainment industry and operating since 2007. | The company says HumanSignal was founded in 2019 and that Label Studio originated from its founding team’s work. |
| Notable news | Digital Rebellion's June 24, 2026 update announced a faster player beta, dynamic-loading text viewer and Encoder 2.1 changes. | HumanSignal announced that Label Studio Enterprise became available in the AWS Marketplace on December 9, 2025. |
| Purpose | Kollaborate is a cloud collaboration and workflow platform for creative professionals. | Label Studio is an open source data labeling tool for labeling multiple data types and connecting machine learning models for predictions or active learning. |
| Security | The maker says connections are encrypted, files are encrypted on its servers, and multi-factor authentication is available. | The security documentation says application component interactions use TLS and the web app enforces HTTPS and secured cookies. |
| Security controls | Official features state private-by-default projects, encrypted connections and files, multi-factor authentication, expiring links and optional watermarks. | Official security guidance describes TLS, HTTPS, secured cookies, role-restricted token API access, SSRF protection and encrypted PostgreSQL connections. |
Kollaborate plans
- Basic$7 a month
- Freelance$25 a month
- Small Business$25 a month
- Small Business Plus$40 a month
- Freelance Plus$40 a month
- Business$60 a month
Label Studio plans
- Community EditionFree
- Starter Cloud$99 a month
- EnterprisePriced on request
Pick Kollaborate if…
Kollaborate suits video teams that need time-coded review comments, approvals and version comparisons. Custom guest reviewer roles and NLE integrations may fit workflows involving both internal reviewers and editing software.
Pick Label Studio if…
It suits teams preparing labeled datasets across several media types, from individual community users to organizations needing managed cloud or on-prem deployment. Developers can use its APIs, Python SDK, and webhooks to connect labeling work to other systems.