Tabnine vs Macaly vs PythonTutor vs Windsurf: Which Enterprise Software tool is Best in 2025?

All these tools Tabnine , Macaly , PythonTutor , Windsurf offer flexible pricing models suitable for retail, media, and SaaS seeking AI-powered solutions to enhance their Enterprise Software efforts.

Tabnine

Starting from
$39/user/month
Pricing Model:
  • Basic - $0
  • Pro - $12/user/month
  • Enterprise - $39/user/month

Macaly

Starting from
$20/month

PythonTutor

Starting from
free
Pricing Model:
  • Free - $0

Windsurf

Starting from
$10/month
Pricing Model:
  • Individual - $0/month/forever
  • Pro - $10/month
  • Teams - $24/seat/month
  • Enterprise - Custom

These AI tools are among the best Enterprise Software tools available in 2025. For retail, media, and SaaS, tools like Tabnine , Macaly , PythonTutor , Windsurf help streamline the Enterprise Software process by offering AI-powered features.

What is Tabnine?

Tabnine is an AI code assistant that streamlines code generation and
automates everyday tasks. Tabnine has been a settler in generative AI for software development. It accelerates and simplifies the entire software development process via AI.

What is Macaly?

Macaly is an AI-driven tool that turns your ideas into working apps and websites by simply describing them in words, either by typing or speaking. It’s designed for everyone, whether you’re a developer or not, making app development fast and easy without needing coding skills. You can build things like landing pages, habit trackers, or job boards, and it even works with existing code to enhance projects. With features like real-time code generation, GitHub integration for issue resolution, voice interaction, and compatibility with existing codebases, Macaly streamlines the app development process. It is particularly suited for rapid prototyping, internal tool creation, and enhancing collaboration between technical and non-technical team members by eliminating the need for traditional coding skills.

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 Windsurf?

Windsurf formerly known as Codeium, is a free AI code completion tool. Windsurf uses AI to answer coding questions and suggest code completions. It is an AI toolkit that empowers all developers with best-in-class chat capabilities, autocomplete for code, in-line command-based edits, etc.

Tabnine
(4.8/5)
  • Accuracy and Reliability:
    4.9
  • Cost-Efficiency:
    4.8
  • Customization and Flexibility:
    4.9
  • Data Privacy and Security:
    4.8
  • Ease of Use:
    4.7
  • Functionality and Features:
    4.9
  • Integration Capabilities:
    4.7
  • Performance and Speed:
    4.6
  • Support and Resources:
    4.8
Macaly
  • No ratings found!
PythonTutor
(3.9/5)
  • Accuracy and Reliability:
    4
  • Cost-Efficiency:
    4.5
  • Customization and Flexibility:
    4
  • Data Privacy and Security:
    4
  • Ease of Use:
    3.5
  • Functionality and Features:
    4
  • Integration Capabilities:
    3.5
  • Performance and Speed:
    5
  • Support and Resources:
    3
Windsurf
(4.8/5)
  • Accuracy and Reliability:
    4.7
  • Cost-Efficiency:
    4.9
  • Customization and Flexibility:
    4.8
  • Data Privacy and Security:
    4.8
  • Ease of Use:
    4.6
  • Functionality and Features:
    4.9
  • Integration Capabilities:
    4.5
  • Performance and Speed:
    4.9
  • Support and Resources:
    4.8
Tabnine
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Macaly
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PythonTutor
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Windsurf
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Tabnine

Pros

Increased Productivity

Enhanced Code Quality

Personalized Experience

Privacy and Security

Versatile Integration

Cons

Potential Over-Reliance

Context Limitations

Cost for Advanced Features

Learning Curve

Limited Customization

Not Enough Data!

PythonTutor

Pros

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.

Cons

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.

Not Enough Data!

If you're looking for other Enterprise Software tools for retail, media, and SaaS, you can also explore Hightouch, which are highly rated in 2025.

Tabnine
  • Tabnine
  • Tel Aviv, Israel
Macaly
  • Macaly
  • Prague, Czech Republic
PythonTutor
  • Not Data Available!
Windsurf
  • Windsurf
  • Mountain View, California