Aimbot Top — Github

The reason the "top" aimbot changes every week is because of aggressive reverse engineering.

The world of "aimbots" has shifted dramatically. While traditional cheats relied on modifying game memory, the current "top" repositories focus on Computer Vision (CV) Artificial Intelligence (AI) to simulate human-like skill without touching game files. Top Trending AI Aimbot Repositories (2026) SunOner/sunone_aimbot_2

: A leading AI-based framework designed for all FPS games. It uses YOLOv8 for target detection and recently added a Kalman aim predictor to handle target movement smoothly without jitter. RootKit-Org/AI-Aimbot

: Often cited as one of the "world's best," this project supports major titles like Apex Legends . It utilizes for high-speed execution on NVIDIA GPUs. ReksarGames/RN_AI_cpp

: A high-performance C++ rebuild of the popular RN_AI. It features the WindMouse Algorithm

to mimic natural, human-like mouse curves, making it harder for anti-cheats to detect. Exunys/Aimbot-V3 : The current standard for

scripting. This universal module is highly optimized for speed and includes configurable FOV and smoothing settings. ttwizz/Open-Aimbot

: A universal aim assist framework that focuses on being a modular base for developers to build their own game-specific assists. How Modern Aimbots Work

Unlike older "internal" cheats that injected code directly into a game's DLLs, modern "external" AI aimbots typically follow this workflow: Screen Capture : The script captures the game window in real-time. Object Detection

: A neural network (like YOLO) identifies player models, heads, or specific colored outlines. Vector Calculation

: The system calculates the distance between your crosshair and the target's coordinates using trigonometry. Mouse Input

: The script sends movement commands to your mouse to lock onto the target. Important Considerations

McDaived/AIMi: AIMi its an AI aimbot, it work by real ... - GitHub

A Comprehensive Guide to GitHub Aimbot: Top Resources and Best Practices

As a developer or gamer, you're likely familiar with the concept of aimbots and their applications in various games. GitHub, being a hub for developers, hosts numerous aimbot projects, making it a go-to platform for those looking to create or download aimbots. In this guide, we'll walk you through the top resources, best practices, and essential tips for working with GitHub aimbots.

What is a GitHub Aimbot?

A GitHub aimbot is an open-source or publicly available software project hosted on GitHub that enables users to automatically aim at targets in a game. Aimbots can be used for various purposes, including game development, research, or simply to enhance gaming performance.

Top GitHub Aimbot Resources:

Best Practices for Working with GitHub Aimbots:

Tips for Developing Your Own GitHub Aimbot:

Safety and Security Considerations:

By following this guide, you'll be well on your way to exploring the world of GitHub aimbots, whether you're a developer looking to create your own aimbot or a gamer interested in using one. Remember to prioritize safety, security, and responsible usage to ensure a positive experience for yourself and the gaming community.

Based on trending repositories and recent updates as of early 2026, here are some of the most notable "top" aimbot and AI-assisted aim projects on GitHub.

These projects predominantly leverage machine learning (computer vision) for target detection, minimizing memory reading to avoid anti-cheat detection. Top AI-Based Aimbot Projects (2026)

RootKit-Org/AI-Aimbot: Marketed as a "World's Best AI Aimbot," this repository is tailored for major FPS titles like CS2, Valorant, Fortnite, and Apex Legends, focusing on AI-driven screen analysis.

McDaived/AIMi: An AI aimbot that utilizes real-time object detection and neural networks, designed to mimic human aiming patterns.

ReksarGames/RN_AI: A comprehensive aimbot project geared toward FPS/TPS games, utilizing CUDA and TensorRT for GPU-accelerated targeting.

BinAlexme/NeuralBot: A specialized "pixel bot" utilizing a convolutional neural network (YOLOv4-tiny) for pixel-based targeting.

ttwizz/Open-Aimbot: A popular universal aim assist framework. Top Roblox Specific Aimbots

Exunys/Aimbot-V3: The latest version of the popular,, and highly active Roblox script-based aimbot, offering improved speed and reduced detection risk. Key Trends & Technologies

AI/Machine Learning: The shift away from reading memory to "pixel bot" techniques (using neural networks to read the screen) is standard in modern aimbot development to evade detection.

GPU Acceleration: Many of the top repositories rely on CUDA/TensorRT to achieve fast inference times.

Anti-Cheat Risks: While these are popular, they are often detected by modern engines, and their usage violates the terms of service of most competitive games, with severe penalties for usage.

Disclaimer: This information is for educational purposes regarding software development and AI training on GitHub. Using cheating software violates game terms of service and can lead to permanent bans. Exunys/Aimbot-V3: Universal ROBLOX Aimbot Module - GitHub

Many developers of top aimbot repositories include disclaimers stating the software is for "educational purposes only" or strictly for offline/single-player games. While legally protective to an extent, the practical reality is that the code is frequently repurposed for online disruption. This raises questions regarding the responsibility of open-source maintainers for the misuse of their code.

If you want to cheat, why use a public GitHub repository where the anti-cheat vendors (like BattlEye) can see the source code?

There are three reasons the "GitHub aimbot top" search is popular:

Searching for the "top" aimbot implies you want the best performance. But the "best" comes at a cost beyond money.

Game Bans are now Permanent:

Steam Family Sharing: If your main account is VAC banned, all accounts on your computer lose the ability to play that game.

The "GitHub Aimbot Top" Paradox: The most popular, highly-starred repository is the most detected. Anti-cheat vendors (BattlEye, EAC, Vanguard) monitor GitHub stars. As soon as a repo hits the "top" of search results, they reverse-engineer it, add its signature to their database, and ban every user within 24 hours.

You run the "Loader.exe" to cheat in Call of Duty. But in the background, the code is scraping your browser's saved passwords, crypto wallets, and Discord tokens. Because the victim is willingly disabling their antivirus to "allow the cheat to inject," the malware operates with zero resistance.