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State of AI 2025
English
This survey closed on March 10, 2025.
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9 sections (% completed)
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Model Providers
IDEs & Editors
Coding Assistants
Code Generation
Other Tools
Usage
Resources
Opinions
About You
6/9
Usage
Use Cases
AI Code Generation
AI Code Refactoring
Reasons for Refactoring
Code Generation Frequency
Other Tasks Frequency
Generated Code
Personal Expenses
Company Expenses
Industry Sector
Local AI
Pain Points
Missing Features
Happiness
What do you use AI tools for?
Check all that apply.
Code generation
Generating or refactoring code based on a prompt.
Translation
Translating content from one language to another.
Summarization
Summarizing a text or dataset into its main themes.
Text generation
Generating a text based on a prompt.
Image generation
Generating an image based on a prompt
Speech generation
Generating speech based on a prompt or a text.
Speech recognition
Transcribing recorded or real-time speech into text.
Computer vision
Detecting items in a photo or video feed.
Learning & research
Learning new skills or researching a topic.
Other…
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What proportion of the code you produce is AI-generated?
Including code copy-pasted from ChatGPT or other chatbots.
0% AI
|
|
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50%
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|
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100% AI
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When using AI to generate code, what proportion do you rewrite or refactor before use?
0% refactored: you use the code as-is with minimal changes; 100% refactored: you rewrite all or nearly all the code.
0% refactored
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|
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50%
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|
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100% refactored
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What are the main reasons that require you to refactor AI-generated code?
Check all that apply.
Excessive repetition
Performance issues
Outdated imports
Security issues
Variable renaming
Poor readability
Other…
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How frequently do you use AI tools to generate or refactor code?
Never
A few times per year
A few times per month
A few times per week
A few times per day
A few times per hour
Constantly
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How frequently do you use AI tools for tasks other than code generation?
Research, learning new skills, summarizing documents, etc.
Never
A few times per year
A few times per month
A few times per week
A few times per day
A few times per hour
Constantly
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What kind of code do you generate using AI tools?
Check all that apply.
Helper functions
Frontend components
CSS code
Core app logic
API integration code
Documentation & comments
Tests
Other…
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How much do you personally spend on AI tools per month (in USD)?
If working for yourself, include both personal and professional expenses.
$0
$1-$20
$20-$50
$50-$100
$100-$500
$500-$1000
$1000-$5000
Over $5000
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How much does your company spend on AI tools per month (in USD)?
If working for yourself, feel free to skip this question.
$0
$1-$20
$20-$50
$50-$100
$100-$500
$500-$1000
$1000-$5000
Over $5000
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Which industry sector(s) do you work in?
Check all that apply.
Consulting & Services
Cyber Security
Ecommerce & Retail
Education
Entertainment
Finance
Government
Healthcare
Marketing/Sales/Analytics Tools
News, Media, & Blogging
Programming & Technical Tools
Social Media
Other…
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Have you tried running AI models locally on your own machine?
No, and I'm not interested
No, but I'd like to
Yes
Other…
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What are your top pain points when it comes to using AI tools?
3
Pick up to 3 items.
Prompt comprehension
AI not correctly understanding the prompt.
Code quality
Code with low performance, excessive repetition, outdated imports, etc.
Copyright concerns
Concerns about training on copyrighted materials.
Integration difficulties
Difficulties integrating AI tools with your existing workflow.
Financial costs
AI tools being too expensive.
Environmental impact
Concerns about the energy consumption of AI tools.
Lack of context
AI not taking into account entire project context
Privacy concerns
Concerns about private code or data leaking to AI providers.
Other…
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What capabilities do you feel are currently missing from AI tools?
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How happy are you with the current general state of AI tools for web development?
Very Unhappy
Unhappy
Neutral
Happy
Very Happy
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