Discovering context too late — Knowledge data 2026 | Stack Overflow Developer Survey

Developer Survey 2026

Question

How often do you discover important work context only after you have already started or completed a task?

single select
Optional
v2026.1

Data

	Respondents	Percent
Very often	1,539	12.1%
Often	2,964	23.4%
Sometimes	5,465	43.1%
Rarely	2,136	16.8%
Never	130	1.0%
Not sure	253	2.0%
Not applicable	200	1.6%

Use this data

Citation

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

Stack Exchange Inc. (2026). “Discovering context too late”. Stack Overflow Developer Survey 2026. Licensed under ODbL 1.0. https://survey.stackoverflow.co/2026/knowledge/data/context-freq

JSON

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

{
  "question": "Discovering context too late",
  "dataId": "ContextFreq",
  "asked": "How often do you discover important work context only after you have already started or completed a task?",
  "year": "2026",
  "url": "https://survey.stackoverflow.co/2026/knowledge/data/context-freq",
  "demographic": {
    "id": "all-respondents",
    "type": "all",
    "name": "All Respondents",
    "n": 12687,
    "share": null
  },
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      "key": "response",
      "header": "Discovering context too late",
      "unit": "",
      "numeric": false
    },
    {
      "key": "count",
      "header": "Respondents",
      "unit": "",
      "numeric": true
    },
    {
      "key": "pct",
      "header": "Percent",
      "unit": "%",
      "numeric": true
    }
  ],
  "licence": {
    "name": "ODbL 1.0",
    "url": "https://opendatacommons.org/licenses/odbl/1-0/",
    "holder": "Stack Exchange Inc."
  },
  "source": "Stack Overflow Developer Survey",
  "data": [
    {
      "response": "Very often",
      "count": 1539,
      "pct": 0.121
    },
    {
      "response": "Often",
      "count": 2964,
      "pct": 0.234
    },
    {
      "response": "Sometimes",
      "count": 5465,
      "pct": 0.431
    },
    {
      "response": "Rarely",
      "count": 2136,
      "pct": 0.168
    },
    {
      "response": "Never",
      "count": 130,
      "pct": 0.01
    },
    {
      "response": "Not sure",
      "count": 253,
      "pct": 0.02
    },
    {
      "response": "Not applicable",
      "count": 200,
      "pct": 0.016
    }
  ]
}

Markdown

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

|  | Respondents | Percent |
| --- | ---: | ---: |
| Very often | 1,539 | 12.1% |
| Often | 2,964 | 23.4% |
| Sometimes | 5,465 | 43.1% |
| Rarely | 2,136 | 16.8% |
| Never | 130 | 1.0% |
| Not sure | 253 | 2.0% |
| Not applicable | 200 | 1.6% |

Spreadsheet

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