Kollaborate vs Label Studio
Kollaborate
kollaborate.tv
Label Studio
labelstud.ioSide by side
| Figure | Kollaborate | Label Studio |
|---|---|---|
| Price from | $7/mo | $99/mo |
| Free plan | — | Yes |
| Free trial | Yes | Yes |
| Open source | — | Yes |
| Web | Yes | Yes |
| Windows | Yes | Yes |
| macOS | Yes | Yes |
| Linux | Yes | Yes |
| iOS | Yes | — |
| API | Yes | Yes |
| Self-hosted | Yes | Yes |
| Plans published | 10 | 3 |
| Spec score · Video Annotation Software | 8.8 (#5) | 9.0 (#3) |
| 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. |
| Self-hosting | Kollaborate Server runs the workflow service on a customer's own servers and storage with no storage limit and no per-project user limit on Unlimited. | Community Edition can be installed with pip, Homebrew, Git or Docker and run locally or on infrastructure managed by the user. |
| Support | The site links to documentation, a support ticket form, and email support. | Community users are directed to Slack and GitHub issues, Starter Cloud includes a dedicated support portal, and Enterprise offers priority support with response time SLAs. |
| What it does | Kollaborate is a cloud platform for creative professionals that combines file sharing, browser playback and timecode-based review feedback. | Label Studio is an open-source platform for data labeling, AI evaluation and human-in-the-loop workflows across many data types. |
Plans
Kollaborate
- Basic$7 a month
- Freelance$25 a month
- Small Business$25 a month
- Freelance Plus$40 a month
- Small Business Plus$40 a month
- Business$60 a month
- Business Plus$99 a month
- Production$129 a month
- Production Plus$169 a month
- Studio$239 a month
Label Studio
- Community EditionFree
- Starter Cloud$99 a month
- EnterprisePriced on request
In their own words
Kollaborate
Kollaborate has no write-up on Specifiction yet; its figures are above.
Label Studio
Label Studio is an open-source data labeling tool for text, images, audio, video, time series, and multimodal data. It provides a configurable labeling interface, project templates, data management, and annotation import and export. Custom machine-learning backends can provide predictions, while Enterprise adds automated active-learning loops. Its integrations directory spans cloud storage, foundation-model APIs, computer vision, speech and audio, machine-learning frameworks, and infrastructure. Listed storage options include Amazon S3, Google Cloud Storage, Azure Blob Storage, Databricks, Redis, and local storage. APIs, a Python SDK, and webhooks support programmatic management and integration. Deployment options include on-premises or cloud installation using pip, Docker, Ubuntu, source, or Anaconda. Security documentation describes TLS for application-component interactions, HTTPS, and secured cookies. Enterprise is described as SOC 2 and HIPAA compliant and can be deployed in the cloud or on premises, with SSO and SCIM 2.0 support. Community Edition is free. Starter Cloud costs $99 a month, with each additional user at $49 a month; Enterprise pricing is custom.