Poll by Alaska News
How AI models rate Governor-elect Kreiss-Tomkins
Compared with a week ago, is Governor-elect Jonathan Kreiss-Tomkins doing better, about the same, or worse for people living in Alaska?
active5 models · daily, 20% of the poll each run · to governorpolitics
How the AI models that free chatbot users get rate Jonathan Kreiss-Tomkins week by week, for Alaska as a whole and for nine places. Better, About the same and Worse become a -100 to +100 Better-Worse index, where 0 is balanced.
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
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Results as of the latest run,
Reliability
Question 1 of 1 · does each model agree with itself?
All 10 places · 8 runs, to · 320 calls
84%95% range 68 to 93%
of runs, Grok 4.5 gave the same answer in every sample; GPT-5.6 Luna, 56%.
Consistency
A model that answers the same way each time is consistent, not necessarily right.
- Claude Haiku 5.580% of runs and wordings, every sample gave the same answer (63% to 90%, n=30)
- Claude Sonnet 5.5 of runs and wordings, every sample gave the same answer
Method
- 5 models, each asked every question 2 times per wording through its provider's API, daily, 20% of the poll's wordings each run, every wording asked once before any is asked again.
- Data from to : 8 runs, 317 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:
Alaska News. (2026). How AI models rate Governor-elect Kreiss-Tomkins [Poll of AI models, results as of Nov 11, 2026]. Mind Polling. https://mindpolling.com/p/how-ai-models-rate-governor-jkt-kreiss-tomkins?asof=191b2a2b-bbb9-47e0-b56c-d382f80a0f75
- 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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