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Stack Overflow Dev Survey 2026

Reasons to endorse a technology

Our analysis

Reliability is the leading recommendation driver at 17%, followed by productivity at 16%. AI features motivate only 2.3%, below community, developer experience, flexibility, trust, and documentation.
Reasons to endorse a technologyAll Respondents · n = 22,371All RespondentsReasons to endorse a technologyReliable and stable17%Saves me time16%Community and ecosystem13%Developer experience11%Flexible and customizable8%Reputation for quality8%Excellent documentation6%Easy to learn and use6%I’m not sure6%Other3%Useful AI features2%Security and privacy2%Manageable cost2%Wouldn't recommend any2%22,371Data licensed under Open Database License (ODbL) 1.0
All Respondents · n = 22,371
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Format

Question

Thinking about technologies you enjoy using for work, school, or personal projects, what is the main reason you would recommend one to others? Select one.
  • single select
  • Optional
  • v2026.1
  • Randomized

Data

RespondentsPercent
It is reliable, performant, and stable3,87417.3%
It helps me be more productive or save time3,56315.9%
It has a strong community, ecosystem, or open-source presence2,88812.9%
It has a strong developer experience, such as APIs, SDKs, tooling, or integrations2,54111.4%
It is flexible, customizable, or easy to adapt to my needs1,6787.5%
It has a reputation for quality and long-term trustworthiness1,6667.5%
It has excellent documentation, examples, or learning resources1,3706.1%
It is easy to learn and use1,2265.5%
I’m not sure1,2235.5%
Other, please specify6322.8%
It has useful AI features or agent capabilities5052.3%
It has strong security, privacy, or compliance features4231.9%
It has manageable cost, pricing, or licensing4211.9%
I would not recommend any technology I use3611.6%

Use this data

Response data is released under the ODbL 1.0, which asks that you attribute it.

Structured for code, with the question, the year and the source url alongside the numbers.

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Spreadsheet

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