Poll by Communities News
How AI models describe the market outlook
How eight AI models, the five that free chatbot users get and three paid ones (Claude Opus 5.5, GPT-6.1 Sol, Gemini 4 Argon), describe the outlook for seven markets each morning, with web search on. Better, About the same and Worse become a -100 to +100 Better-Worse index, where 0 is balanced; the AI Market Outlook averages the seven. It is a reading of what the models say, not investment advice.
active7 questions · 8 models in the latest run, 9 across the poll · daily · to finance
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 7 of 7 · does each model agree with itself?
Compared with a week ago, is the outlook for the U.S. dollar better, about the same, or worse?
All wordings · 8 runs, to · 65 calls
Not yet
A model's answers can be compared with each other once it has been asked at least twice in one run.
Consistency
A model that answers the same way each time is consistent, not necessarily right.
Each model needs at least two samples in one run before it can be compared with itself.
Since the first run
No change detectedSince the first run, no model's 95% ranges have separated. Overlapping ranges do not show that nothing changed, only that this rule found no change.
Method
- 8 models in the latest run, 9 across the poll, each asked every question 1 times per wording through its provider's API, daily.
- Data from to : 8 runs, 455 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 the market outlook [Poll of AI models, results as of Nov 11, 2026]. Mind Polling. https://mindpolling.com/p/financial-stock-equity-market-outlook?asof=67d55d89-9581-498f-829a-432090430c66
- 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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