Enterprise Academic Integrity

Code Plagiarism Detection
Software for Universities

I've been teaching computer science for years, and I know how frustrating it is when students copy code. Codequiry actually helps catch real plagiarism—not just the obvious stuff. We check against 1 trillion code sources and spot AI-generated code so you can focus on teaching instead of playing detective.

1T+
Code Sources Indexed
65+
Languages Supported
95%+
Detection Accuracy
300+
Universities Trust Us
SOC 2 Certified
FERPA Compliant
Enterprise Security
300+ Universities
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Overview

What is Code Plagiarism Detection?

Look, I've graded thousands of programming assignments, and I can tell you: code plagiarism is a different beast than essay copying. Students aren't just copying text—they rename variables, add comments, reorder functions, or run it through formatters. A decent detector has to see past all that cosmetic junk and judge whether the code actually does the same thing.

Codequiry doesn't just search for matching strings. We parse code into its logical structure (ASTs), create "fingerprints" of what the code actually does, and compare behavior patterns. If two submissions solve the problem the same way with the same logic flow, we'll flag it—even if every variable name and comment is different.

MOSS only tells half the story

Don't get me wrong—MOSS is great for checking if students copied each other. But what about the kid who just Googles "python sorting algorithm" and submits what they find? Or uses ChatGPT to rewrite their stolen code? That's where most cheating happens now. Codequiry checks the web AND peer submissions, so you see the full picture.

Technology

How Code Plagiarism Detection Works

Here's what we actually check for. Students cheat in predictable ways, and we catch them at it:

Structure Over Style

We ignore formatting, variable names, and comments. The code structure tells the real story— if two programs solve the problem the same way, we'll find it.

Behavioral Matching

Code has a "personality" based on how it works. Change the syntax all you want— we can still tell if it's the same solution underneath.

Web Source Hunting

Students love copying from GitHub, Stack Overflow, and tutorial sites. We check against billions of public code samples to catch this.

AI Detection

ChatGPT and Copilot code has tells. We flag submissions that look AI-generated so you can investigate further. It's not foolproof, but it helps.

Class Cross-Check

Every student gets compared to every other student automatically. Group cheating? Unauthorized collaboration? We spot patterns.

Year-Over-Year Archive

We keep submissions from past years. That "brilliant" solution might be older than your current students. We check the history.

Coverage

65+ Programming Languages Supported

We support pretty much every language you might teach. From intro programming to advanced systems courses, we've got you covered. Here's what's included:

General Purpose

Python Java C C++ C# JavaScript TypeScript Go Rust Ruby PHP Kotlin Swift Scala

Academic & Scientific

MATLAB R Julia Fortran SAS Octave Mathematica

Functional & Specialized

Haskell OCaml Lisp Scheme Prolog Erlang Elixir Clojure F#

Web & Database

HTML CSS SQL PL/SQL GraphQL XML JSON

Systems & Low-Level

Assembly VHDL Verilog SystemVerilog CUDA OpenCL
Applications

Code Plagiarism Detection Use Cases

CS Departments

Intro to programming? Data structures? Algorithms? Your students copy solutions like it's their job. We catch it so you don't have to spend hours comparing code by hand.

Coding Bootcamps

Bootcamp students think they're slick copying from GitHub. We check their projects and flag anything that looks suspiciously "professional" for a beginner.

Tech Hiring

Those take-home coding challenges? Half the applicants copy from Stack Overflow. We help you separate the real developers from the copy-pasters.

Online Learning

Remote students have unlimited access to solutions online. We help maintain academic standards when you can't watch them take the test.

Programming Contests

Hackathons and coding competitions turn into copy-fests without monitoring. We help keep things fair so winners actually earned it.

Research Projects

Thesis code and research implementations. Make sure the work is original before it gets published or defended.

Comparison

Why Universities Choose Codequiry

Feature Codequiry MOSS Others
Web Source Scanning 1T+ sources None Limited
AI Code Detection Full suite None None
Languages Supported 65+ 26 Varies
Processing Speed < 2 min Hours Varies
Side-by-Side Diff Viewer Interactive Basic HTML Limited
LMS Integration Canvas, Moodle, etc. None Some
API Access Full REST API None Limited
Enterprise Support Dedicated None Varies
"I was skeptical at first, but Codequiry actually works. We caught a bunch of ChatGPT submissions that looked totally normal to the naked eye. Saved us from giving undeserved grades." Learn about AI detection
— Associate Professor, State University
Enterprise

Enterprise-Grade Features

SOC 2 Type II Certified

Independent audits focused on security, availability, and confidentiality controls.

FERPA Compliant

Designed to support student data privacy requirements for US educational institutions.

GDPR Ready

Privacy controls and agreements suitable for European institutions.

Team Collaboration

Multi-seat deployments with roles, permissions, and reporting that works for departments.

LMS Integration

Integrations built for common LMS workflows (where enabled in your deployment).

REST API & SDK

API access for automation and custom integrations.

Ready to stop wasting time on cheaters?

If your students are copying from GitHub, sharing solutions, or using ChatGPT, we help you catch it quickly so you can focus on teaching the ones who actually want to learn. Join 300+ universities already using Codequiry.

Results in under 2 minutes
65+ programming languages
Free setup & training
Start Free Trial View All Plans Schedule Demo

Professional plan starts at $3,999/month • See pricing FAQ • Enterprise & department pricing available

FAQ

Frequently Asked Questions

What is code plagiarism detection?

It's how you catch students who copy code instead of writing it themselves. Unlike text plagiarism, code can be "disguised" by changing variable names, adding comments, or rearranging functions. A good detector sees through that and tells you if two pieces of code are essentially the same solution.

How does Codequiry compare to MOSS?

MOSS is great for checking if students copied each other, but it misses a lot. We check against the web too (GitHub, tutorials, etc.), flag AI-generated code, support way more languages, and give you a nice interface for reviewing matches. Plus you can add multiple instructors to one account.

Can Codequiry detect AI-generated code from ChatGPT?

Yeah, we flag code that looks AI-generated. ChatGPT and Copilot have patterns we can spot. It's not 100% accurate, but it helps you focus on submissions that might need extra scrutiny.

What programming languages are supported?

Pretty much everything you might teach: Python, Java, C/C++, JavaScript, Go, Rust, Ruby, PHP, MATLAB, R, Haskell, and 60+ others. If it's a real programming language, we probably support it.

Is Codequiry FERPA and GDPR compliant?

Yes, we handle FERPA for US schools and GDPR for European ones. We're also SOC 2 certified, which means independent auditors check our security practices every year. Your student data is handled properly.

How much does code plagiarism detection cost?

Our Professional plan starts at $3,999/month and gives you 800 credits (basically 800 checks) plus 25 team seats. Bigger departments and whole universities have custom pricing. Contact our sales team if you need more capacity.

Can I integrate Codequiry with my LMS?

Yes! We have direct integrations with Canvas, Moodle, and Blackboard. You can import assignments automatically and sync grades back. For other LMS platforms, we offer a full REST API and webhooks. Check our documentation for setup guides.

How accurate is the plagiarism detection?

Our Hexagram™ engine achieves 95%+ accuracy across millions of real submissions. False positives happen (that's why we give you the evidence to review), but we catch way more actual cheating than traditional tools. Every match comes with side-by-side diffs so you can judge for yourself.

Can I add multiple instructors to one account?

Absolutely. Our team plans let you add multiple instructors with different permission levels. Department chairs get admin access, TAs get submission access, and everyone sees the reports they need. Great for scaling across large courses or whole departments.

What about international students and different coding styles?

Our system is trained on global coding patterns and doesn't penalize different programming styles or international approaches. We focus on actual code similarity, not stylistic differences. This prevents false flags from cultural or regional coding preferences.

How long does it take to scan assignments?

Most scans complete in under 2 minutes, even for large classes. We process submissions in parallel and give you real-time progress updates. Results are usually ready before your coffee gets cold.

Can I export reports for academic hearings?

Yes, all reports can be exported as PDF with timestamps, evidence, and detailed match information. Perfect for academic integrity committees or student conduct hearings. Everything is documented and ready for formal proceedings.

What if a student disputes a plagiarism finding?

We provide the raw evidence—side-by-side code diffs, source URLs, timestamps—so you can evaluate each case. Our system doesn't make final judgments; it gives you the information to make informed decisions. Many instructors use our reports as a starting point for conversations with students.