Poll by Communities News
How AI models describe each state's economy
How the AI models that free chatbot users get describe the economy of the United States and thirteen states. Five questions, each asked of every model with web search on; Better, About the same and Worse become a -100 to +100 Better-Worse index, where 0 is balanced.
active5 questions · 5 models · daily, 10% of the poll each run · to economy
How it was asked · Data and citation · Copy this poll
Mind Polling did not write these questions. Answers come from each model's API, not its chat app.
Results
As of the run of . Latest resultsMore
Results as of
Reliability
Question 3 of 5 · does each model agree with itself?
Compared with a month ago, are everyday prices for people living in the United States better, about the same, or worse for their household budgets?
All 14 places · 4 runs, to · 756 calls
98%95% range 91 to 100%
of runs, GPT-5.6 Luna gave the same answer in every sample; Claude Haiku 5.5, 32%.
Consistency
A model that answers the same way each time is consistent, not necessarily right.
- Claude Haiku 5.532% of runs and wordings, every sample gave the same answer (21% to 45%, n=56)
Method
- 5 models, each asked every question 2 times per wording through its provider's API, daily, 10% of the poll's wordings each run, every wording asked once before any is asked again.
- Data from to : 10 runs, 4,096 answers read.
- Every range is a 95% interval. Results combine every run; a question whose answer choices changed starts fresh from the change.
- No system prompt. Prompt template v1. How a reply becomes an answer is on the methodology page.
Data
Cite this poll, as of its latest run:
Communities News. (2026). How AI models describe each state's economy [Poll of AI models, results as of Nov 5, 2026]. Mind Polling. https://mindpolling.com/p/how-ai-models-describe-each-state-of-economy?asof=9c57eba4-f7c5-4412-b9ba-309303026fa2
- Each view's figures download as CSV beside its table. Every reply belongs to the poll's author; the Answers view quotes a sample.
- Feed of new runs (RSS).
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