G2

Jeni J.

Software Dev , Ai Agents Builder

Information Technology and Services

Mid-Market (51-1000 emp.)

7/31/2026

"Making Large-Class Grading Efficient and Accurate"

4/5

What do you like best about Gradescope?

I use Gradescope to grade programming assignments more efficiently while maintaining consistent feedback across large classes. I like how it makes grading both faster and more consistent without taking away instructor control. The rubric-based workflow and AI-assisted answer grouping significantly reduce repetitive grading. I also appreciate how the detailed analytics reveal trends in student performance, helping ensure students receive fair, detailed feedback and allowing me to identify topics where students need additional support. It integrates well with existing teaching workflows and saves a substantial amount of time, especially in larger classes. The initial setup was very easy, making the transition to using the tool smooth. Review collected by and hosted on G2.com.

What do you dislike about Gradescope?

One area where Gradescope could improve is providing more flexibility for grading highly open-ended or creative responses, where AI grouping sometimes requires additional manual review. I'd also like to see deeper integrations with learning management systems and more customizable analytics dashboards to make course-wide insights even more actionable. These are relatively minor limitations, though, and the platform remains one of the most efficient grading tools I've used. Review collected by and hosted on G2.com.

What problems is Gradescope solving and how is that benefiting you?

I use Gradescope to efficiently grade programming assignments while maintaining consistent feedback across large classes. Its rubric-based workflow and AI-assisted grouping make grading faster and fairer, while analytics help identify learning gaps. It saves substantial grading time without sacrificing feedback quality. Review collected by and hosted on G2.com.