Updated January 30, 2026
IntelliJ IDEA vs Spyder: Which is best for you?
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$19.90
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Top Rated
 Features
 Features
Code Development
4.77
Code Editing
4.74
Integrated Development Environment
4.71
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Debugging
4.57
For Developers
4.43
Graphical User Interface
4.22
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Integrations
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Pros / Cons
- The debugger is also very good, its interface tools make it easy to track variables and analyze stack traces, helping a lot in more complex projects .
- the AI assistant is nice when it works, but it often doesnt, and your code snippets/project files are aggressively truncated behind the scenes making the tool much less useful for anything other than very narrow prompts lacking context
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- integrated with anaconda, the user interface is very similar to R studio which makes transition smoother
- It has fewer features for general programming and doesn't offer much customization.
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Ease-of-Use
Highest performing feature
in the comparison
4.5/ 5in the comparison
4.3/ 5
Value for Money
4.5/ 5
Highest performing feature
in the comparison
4.7/ 5in the comparison
Customer Support
4.3/ 5
4.3/ 5
Functionality
Highest performing feature
in the comparison
4.7/ 5in the comparison
4.3/ 5
Support Options
Email/Help Desk
FAQs/Forum
Knowledge Base
Phone Support
24/7 (Live Rep)
Chat
Email/Help Desk
FAQs/Forum
Knowledge Base
Phone Support
24/7 (Live Rep)
Chat
Training Options
In Person
Live Online
Webinars
Documentation
Videos
In Person
Live Online
Webinars
Documentation
Videos
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 Recommendations
 Recommendations
N/A
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Ideal Customer Size
Small
Medium
Large
Small
Medium
Large
Deployment Options
Cloud, SaaS, Web-Based
Desktop - Mac
Desktop - Windows
Desktop - Linux
Desktop - Chromebook
On-Premise - Windows
On-Premise - Linux
Mobile - Android
Mobile - iPhone
Mobile - iPad
Cloud, SaaS, Web-Based
Desktop - Mac
Desktop - Windows
Desktop - Linux
Desktop - Chromebook
On-Premise - Windows
On-Premise - Linux
Mobile - Android
Mobile - iPhone
Mobile - iPad