CodeGrade vs Gradescope: Free Autograding vs Institutional Pricing

You signed up for Gradescope's free plan expecting to autograde your programming assignments. Then you discovered that code autograding requires an institutional license with custom pricing. If your university doesn't have one, or just decided not to renew, you're stuck with rubric grading and PDF uploads while the features you actually need sit behind a paywall.

That's the core gap between Gradescope and CodeGrade. Gradescope gates its most important CS features behind institutional contracts. CodeGrade includes autograding, inline feedback, and plagiarism detection on every plan, including the free one.

This post breaks down exactly what each platform offers, what Gradescope pricing looks like in practice, and where CodeGrade fills the gaps.

What Gradescope gives you (and what it doesn't)

Gradescope (owned by Turnitin) is a general-purpose assessment platform built for paper-based and PDF submissions. It's strong at what it was designed for: exam scanning, rubric-based grading, and clustering similar answers for efficient batch grading.

Its free Basic plan covers rubric grading and basic analytics. But it does not include programming autograding, LMS integration, or plagiarism detection. Those require the Institutional plan, which comes with custom pricing negotiated at the university level.

That means the decision to use Gradescope's full feature set usually isn't the professor's to make. It's a procurement decision.

What about Gradescope pricing? Turnitin doesn't publish Gradescope pricing publicly. The Institutional plan is custom-quoted per university, which means individual professors can't evaluate the cost or advocate for it easily. If your institution doesn't already hold an active license, there's no self-serve option to unlock code autograding.

What CodeGrade offers instead

CodeGrade is a dedicated code learning platform built from the ground up for programming courses. Where Gradescope started with paper-based grading and added code features behind a premium tier, CodeGrade started with code and made autograding the foundation.

Free plan with autograding included. CodeGrade's free tier supports up to 50 students and includes full autograding across 175+ programming languages. No institutional license required. No credit card. No trial expiration. You sign up and start grading.

Visual autograder setup, no Docker required. Gradescope's autograder requires packaging a Docker container as a zip file, which is a real barrier for instructors without a DevOps background. CodeGrade's block-based AutoTest configurator lets you build test suites through a visual interface. If you can write a test, you can set up the autograder.

A browser-based code editor. CodeGrade includes a code editor where students can write, run, and submit code without any local setup. It supports syntax highlighting and autocomplete for 175+ languages, multi-file projects, and runs the autograder directly from the editor. It's not a full IDE (no terminal or debugger), but for intro and mid-level courses it removes the "install Python on your laptop" barrier entirely.

Inline feedback with reusable snippets. Instructors and TAs can leave line-by-line comments on student code, save reusable feedback snippets that persist across courses, and combine manual grading with autograder scores in a single assignment.

Plagiarism detection included on every plan. CodeGrade's code similarity detection compares submissions within your class, across semesters, and against external sources. Side-by-side comparison reports can be exported to Word or PDF. Gradescope locks this behind the Institutional plan.

Feature comparison

The table makes the pattern clear: everything Gradescope locks behind institutional pricing, CodeGrade includes for free.

Pricing comparison

Gradescope

• Basic: Free (no code autograding, no LMS, no plagiarism detection)
• Institutional: Custom pricing, negotiated per university. Not available to individual professors.

CodeGrade

• Free: Up to 50 students, includes autograding, plagiarism detection, inline feedback, and the code editor
• Entry ($24/student/course): More students, same core features
• Advanced ($39/student/course): LMS integration with Canvas, Blackboard, Moodle, and Brightspace
• AI add-on (+$15/student/course): Configurable AI assistant for students

See full pricing details

The data privacy question

It's worth noting that Gradescope is a Turnitin product. Turnitin's terms grant the company rights to use de-identified student data for its own purposes, including product development and research. For institutions with strict data governance policies, this is a factor in the evaluation. CodeGrade does not use student data for purposes beyond delivering the service.

Where Gradescope still wins

Gradescope is a strong tool for what it was built for. If your courses are centered on paper exams, handwritten math, or PDF-based assignments, Gradescope's batch grading and answer clustering are excellent. If your institution already holds an active license and you're satisfied with the feature set, there's no reason to switch.

But if you're teaching programming courses and you've been limited by the Basic plan's lack of autograding, or if your institution is reconsidering its Gradescope license, CodeGrade's free tier gives you the features Gradescope charges institutions for.

Get started

Sign up for CodeGrade Free and have your first assignment autograded the same day. No credit card, no institutional approval, no Docker containers.

Questions about switching from Gradescope? Reach out at support@codegrade.com.