Can unit tests be used to test student performance

I have a class of high school students, and I would like an automated way to check the correctness of their work. I look at their code and look at the structure, performance and main expected results, but I was hoping to go to a different level.

Will unit testing be a viable solution? Is there an elegant way to check out a bunch of student programs right away?

We use Eclipse, and I imported their project, containing all my programs, from my local network drive. It works great. I'm just trying to give them more feedback on how they do it, and even submit them for unit testing, which I never did.

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Unit Testing reduces the level of bugs in production code. 
Automated tests can be run as frequently as required.
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