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AI Usage

🤖 AI Tools

86% of Devin users worked at Japan-headquartered companies, the highest share across employer types, while only 62% of Grok users did so, the lowest.

Which AI tools do you use regularly?
Multiple
0%
20%
40%
60%
80%
100%
624
399
163
139
42
29
0%
20%
40%
60%
80%
100%
% of question respondents

⚙️ Use Cases

What do you use AI tools for?
Multiple
0%
20%
40%
60%
80%
100%
1

Code generation

710
2

Learning & research

626
3

Translation

571
4

Summarization

422
5

Text generation

381
6

Image generation

101
7

Computer vision

50
8

Speech recognition

48
9

Speech generation

40
10

🚫 None

46
11

Other Answers

27
0%
20%
40%
60%
80%
100%
% of question respondents

⚖️ AI Code Generation

Hallucinations and code quality were the top concerns respondents had about AI tools, regardless of gender. However, women were significantly more concerned about broader societal issues. Ethical concerns were cited by 36% of women compared to 19% of men, privacy concerns by 32% of women compared to 21% of men, and environmental impact concerns by 28% of women compared to 18% of men.

What proportion of the code you produce is AI-generated?
0%
20%
40%
60%
80%
100%
1

0% AI

98
2

|

204
3

|

209
4

|

80
5

50%

109
6

|

59
7

|

78
8

|

26
9

100% AI

8
0%
20%
40%
60%
80%
100%
% of question respondents

⏱️ Code Generation Frequency

Developers who used AI more frequently tended to have less experience: the median was 10 years for those who never used it, compared to 6 years for those who used it constantly.

How frequently do you use AI tools to generate or refactor code?
0%
20%
40%
60%
80%
100%
1

Never

100
2

A few times per year

62
3

A few times per month

147
4

A few times per week

241
5

A few times per day

203
6

A few times per hour

53
7

Constantly

76
0%
20%
40%
60%
80%
100%
% of question respondents

😖 Pain Points

What are your top pain points when it comes to using AI tools?
Multiple
0%
20%
40%
60%
80%
100%
1

Hallucination & inaccuracies

583
2

Code quality

498
3

Lack of context

326
4

Privacy concerns

193
5

Ethical concerns

179
6

Environmental impact

161
7

Financial costs

134
8

Integration difficulties

106
9

Prompt comprehension

90
10

Copyright concerns

59
11

Other Answers

13
0%
20%
40%
60%
80%
100%
% of question respondents

🏭 Productivity

AI tools have made me a lot more productive
0%
20%
40%
60%
80%
100%
1

Strongly Disagree

56
2

Disagree

85
3

Neutral

235
4

Agree

342
5

Strongly Agree

156
0%
20%
40%
60%
80%
100%
% of question respondents

🔒 Job Security

Only 19% of respondents saw AI as a threat to their job security.

AI tools are a threat to my job security
0%
20%
40%
60%
80%
100%
1

Strongly Disagree

149
2

Disagree

300
3

Neutral

265
4

Agree

125
5

Strongly Agree

43
0%
20%
40%
60%
80%
100%
% of question respondents