Autolab vs Codio
Autolab
autolabproject.com
Codio
codio.comSide by side
| Figure | Autolab | Codio |
|---|---|---|
| Price from | — | $7.50/mo |
| Free plan | — | — |
| Free trial | — | Yes |
| Open source | — | — |
| Web | Yes | Yes |
| Windows | — | Yes |
| macOS | Yes | Yes |
| Linux | Yes | Yes |
| API | Yes | Yes |
| Self-hosted | Yes | — |
| Plans published | 0 | 5 |
| Spec score · Automated Grading Software | 8.0 (#16) | 8.4 (#7) |
| Integrations | Autolab supports LTI Advantage course linking for roster syncing, with integration features built mainly for Canvas; support for other platforms such as Moodle is untested. | Codio supports LMS integrations using LTI, including Canvas, Moodle, Blackboard, and Brightspace, and supports GitHub workflows. |
| Intended users | The project aims to bring autograding to programming and computer science classes at secondary and university levels. | Codio presents the platform for higher education, bootcamps, workforce upskilling, data specialist training, and developer education. |
| Security | For GitHub submissions, Autolab requests only the minimum permissions needed to access selected private repositories. | Codio's privacy policy says information is encrypted in storage using AES-256 and protected in transit using SSL; its DPA says hosting subprocessors maintain SOC 2 and ISO 27001 programs. |
| Support | The project invites schools and organizations to contact its core developers by email for help; it says servers may be provided for free on a case-by-case basis. | Plans include ongoing in-platform live chat support, with enhanced support and a dedicated customer success manager available as options. |
Plans
Codio
- Workforce, bootcamp, customer training, or developer communi$10 a month
- Higher education semester$48 a month
- Higher education annual$90 a year
- Workforce upskilling, bootcamps, customer training and developer community progr$10 a month
- Higher education$48, paid once
In their own words
Autolab
Autolab has no write-up on Specifiction yet; its figures are above.
Codio
Its browser-based IDE provides managed containers, virtual machines, and GPU-powered environments that the site says start in under five seconds. Assessment tools include real-time code checks, rubric-based scoring, automated feedback, and grading. Codio Coach provides contextual feedback and Socratic hints, while AI Curriculum Assist can generate or refresh labs, exercises, assignments, and assessments. Keystroke-level behavioral insights and learner analytics help surface learner difficulties and track performance. Codio supports LMS integrations through LTI, including Canvas, Moodle, Blackboard, and Brightspace, along with GitHub workflows. The Codio LTI App is for LTI 1.1 and the US version of Codio; it does not work with Codio UK. New organizations can start a free trial with unlimited course and lab creation, live chat, and an onboarding session, but no duration is stated. Plans include ongoing in-platform live chat support; enhanced support and a dedicated customer success manager are optional.