BasicAI vs Label Studio
BasicAI
basic.ai
Label Studio
labelstud.ioSide by side
| Figure | BasicAI | Label Studio |
|---|---|---|
| Price from | $550/mo | $99/mo |
| Free plan | — | Yes |
| Free trial | — | Yes |
| Open source | — | Yes |
| Web | Yes | Yes |
| Windows | — | Yes |
| macOS | — | Yes |
| Linux | — | Yes |
| API | Yes | Yes |
| Self-hosted | Yes | Yes |
| Plans published | 1 | 3 |
| Spec score · AI Image Annotation Tools | 8.0 (#10) | 9.1 (#1) |
| Spec score · Image Annotation Software | 8.0 (#12) | 9.1 (#1) |
| Spec score · AI Data Labeling Tools | 7.9 (#10) | 8.9 (#1) |
| Spec score · Data Labeling Software | 8.0 (#11) | 9.0 (#1) |
| Deployment | BasicAI offers on-premise deployment options, with professional deployment and maintenance services and data kept within the customer’s systems. | Label Studio can be installed on premises or in the cloud using pip, Docker, Ubuntu, source, or Anaconda. |
| Integrations | The platform page says users can import and export data from AWS, Google Drive, and Dropbox. | The integrations directory lists cloud storage, foundation model APIs, computer vision, speech and audio, ML frameworks, and infrastructure integrations. |
| Security | BasicAI says its information security program follows SOC 2 framework requirements and that independent penetration tests occur at least annually. | The security documentation says application component interactions use TLS and the web app enforces HTTPS and secured cookies. |
| Support | The company provides technical support and offers a dedicated support plan with its private-cloud deployment. | 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. |
Plans
Label Studio
- Community EditionFree
- Starter Cloud$99 a month
- EnterprisePriced on request
In their own words
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.