---
title: "Did you switch AI tools in the past year? — AI data 2026"
url: https://survey.stackoverflow.co/2026/ai/data/ai-tool-switch
year: 2026
chapter: "ai"
question: "AIToolSwitch"
section: "AI at work"
licence: "ODbL 1.0 (https://opendatacommons.org/licenses/odbl/1-0/)"
---

# Did you switch AI tools in the past year?

Two-thirds switched tools during the year. Output quality is the largest reason at 25%, well ahead of integration (7%), cost (6%), security (2%), or model access (2%).

Asked as: In the past year, have you switched from one AI tool to another for work? If yes, what was the primary reason? (`AIToolSwitch`, single select, optional, v2026.1)

## Options offered

1. No
2. Yes — better output quality
3. Yes — lower cost
4. Yes — better integration with my workflow or development environment
5. Yes — better security, privacy, or compliance
6. Yes — my organization required or recommended a different tool
7. Yes — for a specific feature
8. Yes — better support for agents, automation, or coding workflows
9. Yes — access to a preferred model or provider
10. Yes — the previous tool became too expensive, limited, or unavailable
11. Yes — another reason (write in) (with free-text entry)
12. Not applicable — I do not use AI tools for work

## Results

### All Respondents

n = 13,144

|  | Respondents | Percent |
| --- | ---: | ---: |
| No | 4,423 | 33.7% |
| Yes — better output quality | 3,305 | 25.1% |
| Yes — my organization required or recommended a different tool | 1,394 | 10.6% |
| Yes — better integration with my workflow or development environment | 975 | 7.4% |
| Yes — lower cost | 835 | 6.4% |
| Yes — better support for agents, automation, or coding workflows | 487 | 3.7% |
| Yes — another reason (write in) | 466 | 3.6% |
| Yes — the previous tool became too expensive, limited, or unavailable | 433 | 3.3% |
| Yes — better security, privacy, or compliance | 283 | 2.2% |
| Yes — access to a preferred model or provider | 280 | 2.1% |
| Yes — for a specific feature | 179 | 1.4% |
| Not applicable — I do not use AI tools for work | 84 | 0.6% |

In context: https://survey.stackoverflow.co/2026/ai/data.md