What each platform actually tracks
CoderPad's anti-cheat documentation lists copy/paste tracking, code playback, location tracking, anomaly alerts and plagiarism detection as their core defences. HackerRank publicly acknowledges that ChatGPT defeats their text-similarity plagiarism detection — which is exactly why they doubled down on behavioural signals like paste tracking and playback.
Platform comparison
| Platform | Paste tracking | Code playback | Tab-switch detection | Plagiarism scan |
|---|---|---|---|---|
| HackerRank | ||||
| CoderPad | ||||
| CodeSignal | ||||
| LeetCode (live) |
Why playback is the deepest signal
Code playback records every keystroke with a timestamp. An interviewer can scrub through your session and see whether you wrote the function or watched it appear. Pasted code shows as a single frame jumping from empty to fully-formed. Real typing shows hesitations, deletions, function-name typos, the helper variable you renamed twice. Wraitor reproduces all of that organically.
Recommended settings for code
- Preset: "careful" (lower WPM, lower typo rate) — real engineers slow down for unfamiliar APIs.
- WPM: 50–70 for serious technical writing. 80+ starts to look superhuman on novel code.
- Pause inserts: Wraitor's re-reading pauses every 80–200 chars are crucial here — they look like you scrolling back to check a variable name.
Use it responsibly
Wraitor is a delivery mechanism for text you wrote yourself. We don't endorse misrepresenting AI-generated solutions as your original work in assessments where that's prohibited by the employer or the platform's terms. See terms.