---
title: "AI cost and usage limits — Knowledge data 2026"
url: https://survey.stackoverflow.co/2026/knowledge/data/ai-cost
year: 2026
chapter: "knowledge"
question: "AICost"
section: "AI adoption and cost"
licence: "ODbL 1.0 (https://opendatacommons.org/licenses/odbl/1-0/)"
---

# AI cost and usage limits

33% self-monitor AI usage; cost pressure changes model selection and task selectivity.

Asked as: Has cost or usage limits ever changed how you personally use AI tools at work? (`AICost`, multi select, optional, v2026.1)

## Options offered

1. Yes, usage is metered to manage costs
2. Yes, I personally monitor my own use
3. Yes, I choose cheaper models when possible
4. Yes, I choose faster models even when they cost more
5. Yes, my company/team has switched models/vendors that are more affordable
6. Yes, I am more selective about tasks
7. No, cost/limits have not affected my usage
8. My company/team has increased budget for AI
9. I have not encountered cost or usage limits
10. Not sure

## Results

### All Respondents

n = 1,033

|  | Respondents | Percent |
| --- | ---: | ---: |
| Yes, I personally monitor my own use | 337 | 32.6% |
| Yes, I choose cheaper models when possible | 261 | 25.3% |
| Yes, usage is metered to manage costs | 246 | 23.8% |
| No, cost/limits have not affected my usage | 231 | 22.4% |
| I have not encountered cost or usage limits | 213 | 20.6% |
| Yes, I am more selective about tasks | 171 | 16.6% |
| My company/team has increased budget for AI | 132 | 12.8% |
| Not sure | 117 | 11.3% |
| Yes, my company/team has switched models/vendors that are more affordable | 71 | 6.9% |
| Yes, I choose faster models even when they cost more | 51 | 4.9% |

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