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State of AI 2026

Metadata

Additional metadata collected about respondents.

Language

The language respondents selected to fill out the survey.
0%
18%
35%
53%
71%
89%
01
English
6,430
02
No Answer
-4
195
03
French
183
04
German
125
05
Spanish
+1
101
06
Russian
-1
86
07
Chinese (Simplified)
39
08
Polish
38
09
Japanese
29
10
Dutch
25
11
Other Answers
7
0%
18%
35%
53%
71%
89%
7,063
97%
20

Survey Completion

The proportion of the survey filled out by respondents.
0%
13%
25%
38%
50%
63%
01
0-10%
25
02
10-20%
184
03
20-30%
56
04
30-40%
253
05
40-50%
260
06
50-60%
41
07
60-70%
145
08
70-80%
50
09
80-90%
218
10
90-100%
4,575
11
100
1,451
0%
13%
25%
38%
50%
63%
7,258
100%
89%
97%
10

Authentication

Whether respondents signed in or filled out the survey as guests.
0%
11%
23%
34%
45%
57%
1
Guest Account
4,114
2
Logged-in Account
3,140
3
No Answer
4
0%
11%
23%
34%
45%
57%
7,254
100%
10

Device

What device was used to take the survey.
0%
8%
16%
24%
32%
40%
1
Desktop
2,895
2
No Answer
2,680
3
Mobile
1,667
4
Tablet
16
0%
8%
16%
24%
32%
40%
4,578
63%
10

Browser

What browser was used to take the survey.
0%
7%
15%
22%
30%
37%
1
No Answer
-1
2,677
2
Chrome
2,459
3
Firefox
973
4
Safari
957
5
Microsoft Edge
138
6
Opera
25
7
Samsung Internet for Android
15
8
Other Answers
14
0%
7%
15%
22%
30%
37%
4,581
63%
10

OS

What OS version was used to take the survey.
0%
7%
15%
22%
30%
37%
1
No Answer
2,677
2
macOS
1,647
3
iOS
+1
908
4
Windows
-1
839
5
Android
775
6
Linux
409
7
Other Answers
3
0%
7%
15%
22%
30%
37%
4,581
63%
10

Previous Surveys

Previous Devographics surveys taken by respondents.
0%
14%
28%
42%
56%
70%
1
No Answer
2,907
2
State of JavaScript (Devographics)
1,039
3
State of CSS (Devographics)
752
4
State of HTML (Devographics)
705
5
State of React (Devographics)
514
6
State of GraphQL (Devographics)
44
7
Other Answers
8
0%
14%
28%
42%
56%
70%
Respondents taking the survey as guests shown as “no answer”.
1,273
30%
10

Responses Over Time

Chronological breakdown of when responses were collected.
0
500
1,000
1,500
2,000
2,500
3,000
3,500
04/08
04/11
04/14
04/17
04/20
04/23
04/26
04/29
05/02
05/05
0
500
1,000
1,500
2,000
2,500
3,000
3,500
Count
7,258
100%
10

Source

How respondents found out about the survey.
0%
14%
28%
42%
56%
70%
01
State of Web Dev AI (Devographics)
02
+16
03
No Answer
-1
04
-1
05
+6
06
Workplace
07
08
Snowball Sampling
+5
09
Frontend Focus
-2
10
+6
0%
14%
28%
42%
56%
70%
Respondent source is computed based on referrer data, URL tracking data, and self-reported answers.
6,731
93%
20
10

Technical Issues

What technical issues did you run into while taking this survey, if any?
Freeform
Multiple

View:

0%
20%
40%
60%
80%
100%
01
Translation Issues
2
02
Question Changes
2
03
Lost Answers
1
04
Question Content Errors
05
"None" Option Issues
06
UI Improvements
07
Selection Limit
08
Mobile Issues
09
Option Changes
1
10
Skip & Progress Confusion
1
0%
20%
40%
60%
80%
100%
229
3%
1.6
5

Missing Questions

What other questions do you wish the survey would've asked, if any?
Freeform
Multiple

View:

0%
20%
40%
60%
80%
100%
01
AI in Development
22
02
Agentic Workflows
5
03
Building AI Products
2
04
Local Models
05
Wellbeing
2
06
AI Costs
07
Model Preferences
08
Career
09
Agent Oversight & Trust
10
Learning
0%
20%
40%
60%
80%
100%
532
7%
2.5
20
5

Survey Improvements

How else could we improve this survey?
Freeform
Multiple

View:

0%
20%
40%
60%
80%
100%
1
Question Changes
6
2
Option Changes
6
3
UI Improvements
1
4
Positive Impression
5
Translations
1
6
Survey Too Long
7
No Suggestion
8
Learning Aids
1
9
Other Answers
0%
20%
40%
60%
80%
100%
279
4%
2.1
5

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