# HackerRank's AI Features

_Last updated: Mar 11, 2026, 9:43 PM (Last updated 2 months ago)_

HackerRank offers several features within its services that use artificial intelligence, machine learning, or similar technology (AI Features).

The table below shows a comprehensive catalog of AI features grouped by product, with details on functionality, provider, and availability.

HackerRank Platform

AI Feature

AI Model Provider

Availability

Description

Screen

[AI Plagiarism Detection](https://support.hackerrank.com/articles/8000786908-ai-plagiarism-detection)

HackerRank

Generally Available

Detects copied or AI-generated code with high accuracy using proprietary models built on HackerRank-only data.

Screen

[Webcam-based Image Analysis](https://support.hackerrank.com/articles/7825915809-impersonation-detection#image-analysis-36)

Amazon Rekognition/ Google Gemini

Generally Available

Uses facial detection to identify multiple or no faces in the webcam frame to ensure test session integrity.

Screen

[Proctor Mode](https://support.hackerrank.com/articles/5663779659-proctor-mode)

HackerRank/ Google Gemini

Generally Available (AI Add-on)

Enables live monitoring, including tab-switching alerts, multi-monitor detection, and full session replays.

Screen

[HackerRank Desktop App Mode](https://support.hackerrank.com/articles/5973590014-hackerrank-desktop-app-mode)

HackerRank/ Google Gemini

Generally Available (AI Add-on)

Provides a secure desktop application with advanced proctoring controls, including enforcing full-screen mode, blocking remote access, screen sharing, and screenshots, restricting external applications, and preventing the use of virtual machines to ensure the highest level of test integrity.

Screen

[AI Assistant (IDE and Chat)](https://support.hackerrank.com/articles/1152916770-ai-assisted-tests)

OpenAI

Generally Available (AI Add-on)

Provides real-time code completion, debugging help, and AI-generated explanations for test cases and errors.

Screen

[Advanced Evaluation](https://support.hackerrank.com/articles/7098008997-advanced-evaluation)

Anthropic Claude, Open AI

Generally Available (AI Add-on)

Analyzes code quality (For example, complexity, maintainability), problem-solving approach, AI tool usage during coding, and automatically grades code review comments.

Screen

[Job Description to Test Creator](https://support.hackerrank.com/articles/6967597139-creating-a-new-test#creating-a-test-with-job-description-4)

OpenAI

Generally Available

You can quickly generate a skills-based assessment by using your job description. HackerRank analyzes the job description to identify the required skills and experience level, then recommends relevant questions from the HackerRank library.

Interview

[Screen to Interview Identity Match](https://support.hackerrank.com/articles/8605077096-screen-to-interview-identity-match)

Amazon Rekognition

Generally Available (AI Add-on)

Compares candidate images between screening and interview to flag mismatches in real time.

Interview

[Scorecard Assist](https://support.hackerrank.com/articles/5847159594-scorecard-assist-for-coding-question)

OpenAI

Generally Available (AI Add-on)

Drafts interview feedback, highlights strengths/weaknesses, and suggests ratings—all editable by interviewers.

Interview

[AI Assistant](https://support.hackerrank.com/articles/5821380141-ai-assisted-interviews)

OpenAI, Google Gemini, Cerebras, Anthropic

Claude

Generally Available (AI Add-on)

Provides an AI-assisted IDE featuring chat, agent mode, and inline code completions powered by multiple models, enabling deep insights into how effectively a candidate leverages AI during coding.

Interview

Interview Transcript

Zoom

Generally Available

Transcripts capture all audio interactions and are easily accessible via email, reports, or API.

AI Interviewer

[Coding Round AI Interviewer](https://support.hackerrank.com/articles/6908366644-introduction-to-ai-interviewer)

Anthropic

Claude

Limited

Availability

Conducts adaptive technical interviews by asking coding questions and evaluating responses for deeper assessment.

Engage

Event Generator

OpenAI

Generally Available

Automates the creation of hackathons, coding competitions, and outreach events tailored to developer interests and aligned with the customer’s brand.

Engage

Engage Assistant

OpenAI

Generally Available

Provides content and targeting recommendations for recruiting teams to help identify and engage top talent.

SkillUp

AI Tutor

Anthropic Claude

Generally Available

Provides hints, practice challenges, and recommendations based on past performance and coding history.

Community

[Community Mock AI Interviewer](https://help.hackerrank.com/articles/8988753946-introduction-to-mock-interview)

OpenAI/

Anthropic Claude

Generally Available

Lets candidates take AI-powered mock interviews to practice for real assessments.

**Note:** Some AI features listed above are part of the AI Add-on package. For more information, see [HackerRank AI Add-on](https://www.hackerrank.com/features/hiring/ai-add-on).