All these tools PythonTutor , Ollydbg , Edb-Debugger offer flexible pricing models suitable for Software Developers seeking AI-powered solutions to enhance their Debugging efforts.
PythonTutor
- Free - $0
Ollydbg
Edb-Debugger
These AI tools are among the best Debugging tools available in 2025. For Software Developers, tools like PythonTutor , Ollydbg , Edb-Debugger help streamline the Debugging process by offering AI-powered features.
What is PythonTutor?
PythonTutor is a web-based tool that helps you understand code like a friend explaining it step-by-step! Since 2010, it’s helped over 20 million learners visualize how Python, Java, JavaScript, C, C++, and Ruby programs run. Write code in your browser, watch variables and memory change with each line, and debug with an AI tutor for instant help. Features include a visual debugger, function call tracking, iframe embedding for classrooms, and support for small code snippets. It is ideal for students learning programming, teachers explaining concepts, or beginners grasping algorithms, it’s free, open-source, and super easy to use.
What is Ollydbg?
Ollydbg is a 32-bit assembler-level debugger for Microsoft Windows applications, available on Kali Linux at /usr/bin/ollydbg via Wine, designed for analyzing and debugging binary code without access to source code. Developed by Oleh Yuschuk, Ollydbg excels in dynamic analysis, offering an intuitive graphical interface for tracing registers, setting breakpoints, and inspecting memory. Widely used for malware analysis, software cracking, and vulnerability research, it supports a robust plugin architecture for extended functionality. As a shareware tool requiring free registration for commercial use, Ollydbg is a cornerstone for cybersecurity professionals and ethical hackers.
What is Edb-Debugger?
Edb-Debugger, pre-installed on Kali Linux at /usr/bin/edb, is an open-source, cross-platform graphical debugger for x86 and x86-64 binaries, inspired by OllyDbg but designed for Linux, with ongoing ports to FreeBSD, OpenBSD, macOS, and Windows. Developed by Evan Teran, EDB (Evan’s Debugger) leverages the ptrace API and Capstone disassembly library to provide a modular, extensible platform for reverse engineering and malware analysis. With its intuitive GUI, plugin-based debugging core, and support for conditional breakpoints, it’s a vital tool for cybersecurity researchers, ethical hackers, and forensic analysts.
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Accuracy and Reliability:
4
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Cost-Efficiency:
4.5
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Customization and Flexibility:
4
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Data Privacy and Security:
4
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Ease of Use:
3.5
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Functionality and Features:
4
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Integration Capabilities:
3.5
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Performance and Speed:
5
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Support and Resources:
3
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PythonTutor
Clear visualizations simplify coding
making Python Tutor a top Python code visualizer for beginners.
No downloads make it easy.
AI tutor aids learning.
Completely free access.
Supports Python
Java
and C++
perfect for a multi-language code debugger tool.
Limited to short code
a drawback for Python Tutor as a Python visualizer for complex projects.
No mobile app hinders use as a mobile-friendly Python tutor online.
AI tutor lacks depth for advanced code.
No LMS integrations.
Internet reliance slows performance.
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