Best Autolab Alternatives in 2026
Updated
20 tools from automated grading software ranked against Autolab on the same published basis.
- 1Autolab vs Wayground (formerly Quizizz)
- 2Autolab vs PrairieLearn
- 3Autolab vs Socrative
- 4Autolab vs Gradescope
- 5Autolab vs MATLAB Grader
- 6Autolab vs ClassMarker
- 7Autolab vs Codio
- 8Autolab vs Formative
- 9Autolab vs DMOJ
- 10Autolab vs HackerRank
- 11Autolab vs Inspera Assessment
- 12Autolab vs ZipGrade
- 13Autolab vs WeBWorK
- 14Autolab vs CodeGrade
- 15Autolab vs Akindi
- 16Autolab vs codePost
- 17Autolab vs Easy LMS
- 18Autolab vs MyOpenMath
- 19Autolab vs IMathAS
- 21Autolab vs ClassLens
Autolab alternatives compared
| # | Tool | Score | Free plan | From | Runs on |
|---|---|---|---|---|---|
| 1 | Wayground (formerly Quizizz) | 8.1 | Free plan | $18/mo | Android, Browser, iOS, Linux, Mac, Web, Windows |
| 2 | PrairieLearn | 8.0 | Free plan | $0.25/mo | API, Linux, Mac, self-hosted, Web, Windows |
| 3 | Socrative | 7.7 | Free plan | $10/mo | Android, iOS, Web |
| 4 | Gradescope | 7.6 | Free plan | Free | Android, iOS, Web |
| 5 | MATLAB Grader | 7.6 | Free plan | Free | Linux, Mac, Web, Windows |
| 6 | ClassMarker | 7.3 | No | — | Android, API, iOS, Web |
| 7 | Codio | 7.3 | No | $7.50/mo | API, Linux, Mac, Web, Windows |
| 8 | Formative | 7.2 | Free plan | $20.75/mo | Web |
| 9 | DMOJ | 7.1 | Free plan | Free | API, Linux, self-hosted, Web, Windows |
| 10 | HackerRank | 7.1 | No | $165/mo | API, Mac, Web, Windows |
| 11 | Inspera Assessment | 7.1 | No | — | API, iOS, Linux, Mac, Web, Windows |
| 12 | ZipGrade | 7.1 | Free plan | $0.58/mo | Android, iOS, Web |
| 13 | WeBWorK | 7.0 | Free plan | Free | API, Linux, self-hosted, Web |
| 14 | CodeGrade | 6.9 | Free plan | Free | API, Web |
| 15 | Akindi | 6.8 | No | — | Web |
| 16 | codePost | 6.8 | Free plan | Free | API, self-hosted, Web |
| 17 | Easy LMS | 6.8 | No | $66.67/mo | Web |
| 18 | MyOpenMath | 6.8 | Free plan | Free | self-hosted, Web |
| 19 | IMathAS | 6.7 | No | — | self-hosted, Web |
| 21 | ClassLens | 6.5 | Free plan | $10/mo | Web |
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Questions about Autolab alternatives
What is the best alternative to Autolab?
Wayground (formerly Quizizz), number 1 in automated grading software with a score of 8.1 out of 10. The others here: PrairieLearn, Socrative, Gradescope and 16 more.
What is the best free alternative to Autolab?
Wayground (formerly Quizizz) is the best-ranked alternative with a free plan. 13 of the 20 alternatives here publish a free plan on their own pricing pages.
How are these alternatives ranked?
Ranked on what each maker publishes, the fullest spec sheet first: how deeply the product is documented, the platforms it runs on, a free tier or trial to test it, and its standing.