AI tool usage daily — AI data 2026 | Stack Overflow Developer Survey

Developer Survey 2026

Question

You indicated that you use AI tools and/or agents daily. How much of your workday do you use AI tools to help you work?

single select
Optional
v2026.1

Data

	Respondents	Percent
4+ hours/day	3,378	30.9%
1-2 hours/day	2,765	25.3%
2-4 hours/day	2,636	24.1%
<1 hour every day	1,335	12.2%
<1 hour and not every day	763	7.0%
None	49	0.5%

Use this data

Citation

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

Stack Exchange Inc. (2026). “AI tool usage daily”. Stack Overflow Developer Survey 2026. Licensed under ODbL 1.0. https://survey.stackoverflow.co/2026/ai/data/ai-daily

JSON

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

{
  "question": "AI tool usage daily",
  "dataId": "AIDaily",
  "asked": "You indicated that you use AI tools and/or agents daily. How much of your workday do you use AI tools to help you work?",
  "year": "2026",
  "url": "https://survey.stackoverflow.co/2026/ai/data/ai-daily",
  "demographic": {
    "id": "all-respondents",
    "type": "all",
    "name": "All Respondents",
    "n": 10926,
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  "columns": [
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      "key": "response",
      "header": "AI tool usage daily",
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    {
      "key": "count",
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  },
  "source": "Stack Overflow Developer Survey",
  "data": [
    {
      "response": "4+ hours/day",
      "count": 3378,
      "pct": 0.309
    },
    {
      "response": "1-2 hours/day",
      "count": 2765,
      "pct": 0.253
    },
    {
      "response": "2-4 hours/day",
      "count": 2636,
      "pct": 0.241
    },
    {
      "response": "<1 hour every day",
      "count": 1335,
      "pct": 0.122
    },
    {
      "response": "<1 hour and not every day",
      "count": 763,
      "pct": 0.07
    },
    {
      "response": "None",
      "count": 49,
      "pct": 0.005
    }
  ]
}

Markdown

A formatted table, ready to paste into a document, an issue or a prompt.

|  | Respondents | Percent |
| --- | ---: | ---: |
| 4+ hours/day | 3,378 | 30.9% |
| 1-2 hours/day | 2,765 | 25.3% |
| 2-4 hours/day | 2,636 | 24.1% |
| <1 hour every day | 1,335 | 12.2% |
| <1 hour and not every day | 763 | 7.0% |
| None | 49 | 0.5% |

Spreadsheet

.csv is a plain text format which most spreadsheet software can open.