| Price from | $5/mo | $10/mo |
| Free plan | — | — |
| Free trial | Yes | — |
| Open source | — | — |
| Web | Yes | Yes |
| Windows | Yes | — |
| macOS | Yes | — |
| Linux | Yes | — |
| iOS | Yes | — |
| Android | Yes | — |
| API | Yes | Yes |
| Self-hosted | Yes | — |
| Plans published | 14 | 2 |
| Spec score · Virtual IT Labs Software | 9.1 (#1) | 7.2 (#3) |
| Assessments | The platform includes hands-on assessments with automated scoring and validation in live environments. | The platform supports automated code grading, notebook evaluation, rubric-based assessment, AI feedback, and plagiarism similarity scoring. |
| Cloud environments | Labs can run on AWS, Microsoft Azure, Google Cloud, or a customer’s own cloud. | Vocareum provides managed, budgeted access to AWS, Azure, and Google Cloud Platform resources. |
| Headquarters | Redmond, Washington, USA | San Jose, California, United States |
| LMS integrations | Native LTI 1.1 and 1.3 integrations are listed for Canvas, Blackboard, Moodle and D2L. | Vocareum connects to learning management systems through LTI, with Canvas and Brightspace setup guides and automatic grade synchronization. |
| Product | CloudLabs provides fully managed hands-on labs for training, proof-of-concept environments, demonstrations, and events. | Vocareum is an AI and cloud learning platform for hands-on education, research, and enterprise applications. |
| Support | Standard support is described as 24/7 email support with a four-hour response target; premium and enterprise tiers are available. | Vocareum's LTI setup guide directs administrators to [email protected] for assistance. |
