Assessments · Coding Challenges

Real coding tests for learners. Real auto-grading for you.

Vacademy ships a full in-browser IDE with multi-language compilation, hidden + sample test cases, time/memory limits, plagiarism detection, and proctored exam mode — powered by Judge0 under the hood. Run a hackathon for 5,000 candidates, or a weekly DSA quiz for a cohort of 12.

  • Python · C++ · Java · JS · 30+ languages
  • Hidden + sample test cases
  • Auto-grading with time & memory limits
  • Plagiarism detection across the cohort
two-sum · DSA 101 · Time 2.0s · Mem 256 MB
Proctored
solution.pyPython 3.11Saved
1def two_sum(nums, target):
2 seen = {}
3for i, n in enumerate(nums):
4if target - n in seen:
5return [seen[target - n], i]
6 seen[n] = i
7return []
Run sampleSubmit · Judge0
Test cases · 5 / 6 passed83%
Sample 14ms14.2 MB AC
Sample 23ms14.1 MB AC
Hidden 16ms14.4 MB AC
Hidden 25ms14.3 MB AC
Hidden 3 · 10^6 array>2000ms TLE
Hidden 4 · empty input3ms14.1 MB AC
Plagiarism: 91% match with submission #7-A

MOSS-tokenized similarity flagged for review · variable renaming detected

Auto-graded: 17.5 / 20 · partial credit (5/6 cases) · plagiarism flagged for instructor review · pushed to leaderboard.

Why teams switch

The status quo is costing your team time and money

Generic exam tools can't grade code

Most LMSes treat code as a text-blob. Learners paste code; a TA reads it manually; results take a week. That's not assessment — that's a guessing game.

Code runs against your test cases automatically

Standalone coding platforms are a separate spend

HackerRank, Codility, and CoderPad start at $400–$1,200 per concurrent user. For a 1,000-learner academy, that's six figures a year — for one feature.

Already included in Vacademy

Plagiarism is the silent killer of credibility

Without cohort-wide similarity detection, you don't know if half the class copied the same Stack Overflow answer. Your certificate stops meaning anything.

MOSS-grade plagiarism detection built-in

Inside the IDE

Run code, see verdicts, catch plagiarism — same screen

Full Judge0-backed editor with sample + hidden test cases, time/memory verdicts, and cohort-wide similarity detection.

two-sum · DSA 101 · Time 2.0s · Mem 256 MB
Proctored
solution.pyPython 3.11Saved
1def two_sum(nums, target):
2 seen = {}
3for i, n in enumerate(nums):
4if target - n in seen:
5return [seen[target - n], i]
6 seen[n] = i
7return []
Run sampleSubmit · Judge0
Test cases · 5 / 6 passed83%
Sample 14ms14.2 MB AC
Sample 23ms14.1 MB AC
Hidden 16ms14.4 MB AC
Hidden 25ms14.3 MB AC
Hidden 3 · 10^6 array>2000ms TLE
Hidden 4 · empty input3ms14.1 MB AC
Plagiarism: 91% match with submission #7-A

MOSS-tokenized similarity flagged for review · variable renaming detected

Auto-graded: 17.5 / 20 · partial credit (5/6 cases) · plagiarism flagged for instructor review · pushed to leaderboard.

How a coding assessment works

From problem statement to graded report in one workspace

Built on Vacademy Assessment Service with Judge0 evaluation. Every step — authoring, attempting, judging, reviewing — happens inside the same platform.

01

Author the problem

Write the problem statement, define I/O format, set sample test cases (visible) and hidden test cases (graded). Pick allowed languages and resource limits.

02

Learner solves in-browser

Full IDE with syntax highlighting, autocomplete, theme toggle, custom input, and instant 'Run sample' feedback. No installs, no environment setup.

03

Submit + judge

Code compiles and runs against every test case with strict time/memory limits. Verdicts: AC, WA, TLE, MLE, RE, CE — exactly like a real judge.

04

Plagiarism + report

Cohort-wide similarity scan flags suspicious pairs. Learners get test-case-level feedback. You get a leaderboard, per-problem distribution, and per-learner audit log.

What's inside

An online-judge-grade coding platform — embedded in your LMS

Map these to your workflow →

30+ languages

Python, C, C++, Java, JavaScript, Go, Rust, Kotlin, Swift, PHP, Ruby, Bash, SQL, and more. Judge0 powers compilation; you pick which languages your problem accepts.

Hidden + sample test cases

Sample cases show the format and quick feedback. Hidden cases (sometimes hundreds) actually grade. Learners can never see expected output for hidden cases.

Time + memory limits

Set per-problem CPU time and memory limits. Solutions that pass logic but fail performance get a Time-Limit-Exceeded verdict — the same signal a real judge sends.

MOSS-grade plagiarism

Token-level similarity detection across the entire cohort and historical submissions. The system flags pairs above your threshold and surfaces them in review.

Custom input + scratchpad

Learners can run their own test inputs in a scratch tab without affecting their submission. Encourages experimentation without polluting the graded attempt.

Proctored mode

Optional webcam + tab-focus monitoring + paste-block + browser lockdown for high-stakes hiring rounds and certification exams.

Why teams switch from HackerRank / Codility

The math that decides budgets

−96%
Vendor cost saved

Avg. spend cut from $80k/yr for a separate coding platform to $0 — included in Vacademy.

−98%
Manual grading effort

Judge0 auto-evaluates instantly; TAs only review flagged or borderline cases.

5,000+
Concurrent attempts

Production-tested for hackathons, hiring drives, and Olympiad-scale events.

0
Plagiarism slip-throughs

Cohort-wide similarity passes the same bar as competitive programming judges.

Wired into the platform

Coding results drive the rest of the workflow

A code submission isn't a CSV — it's a structured event that unlocks the next module, triggers nudges, and routes hiring shortlists.

Auto-shortlist candidates above a configurable rank into the next interview round.

Unlock the next chapter when a learner clears 4 of 5 problems with full marks.

Trigger a remedial micro-course for learners stuck on the same problem 3 attempts in a row.

Push code-quality + plagiarism reports to a parent / mentor WhatsApp digest weekly.

Built for every team

Who runs coding assessments on Vacademy

Coding Bootcamps & Academies

  • Run weekly DSA contests with leaderboards inside the same course
  • Replace HackerRank + Codility entirely
  • Track per-student code quality and plagiarism flags over a semester

Hiring & L&D Teams

  • Conduct proctored hiring rounds for 1,000+ candidates in a day
  • Auto-shortlist top performers into the next round
  • Maintain audit-grade logs for compliance and re-grading appeals

Schools & K-12

  • Teach Python / JS in NEP 2020-compliant CS courses
  • Auto-grade lab assignments instead of paper-grading code printouts
  • Spot plagiarism between siblings, classmates, and online sources

Customer spotlight

Code Circle — JEE / Olympiad coaching

We migrated 3,400 weekly coding submissions from HackerRank to Vacademy. Same Judge0 quality, integrated leaderboards, plagiarism baked in — and our annual platform cost dropped from $74k to zero.

Founder, Code Circle

$74k/yr in vendor cost eliminated
3,400 weekly auto-graded submissions
+22% completion on coding modules after embedding inside the course

Frequently asked

Common questions from buyers

How is this different from HackerRank or Codility?+

Coding Challenges sit inside your LMS — learners go from a video lesson to a graded code problem to a quiz to a certificate without leaving the platform. You also avoid the per-seat licensing of standalone judges; it's already part of your Vacademy subscription.

What about cheating in remote tests?+

Proctored mode adds webcam monitoring, tab-focus tracking, paste-block, and a browser lockdown layer. Combined with cohort-wide plagiarism scanning, it's strong enough for hiring rounds and Olympiad-grade exams.

Can we add custom languages or runtime environments?+

Yes. Judge0 supports 60+ languages out of the box. For custom environments (e.g. a specific Python + library combo, or a niche language), we can deploy isolated Docker-based runners.

Is Judge0 self-hosted or managed?+

Production deployments use Vacademy's managed Judge0 cluster with API-key isolation per institute. For enterprise customers, we also offer fully self-hosted on-prem deployments.

Can the same problem be reused as a practice problem and an exam?+

Yes. Problems live in a reusable bank with sample-vs-graded modes. A problem can be 'practice (with editorial)' in one module and 'graded (with hidden test cases + proctoring)' in another.

Stop renting a judge

Run your next coding contest on Vacademy

Bring one problem set from your existing HackerRank or Codility account. We'll migrate it, run a pilot contest with your cohort, and show you the cost + workflow comparison side-by-side.