Why do gpt-5.1 and gpt-5.4-mini behave so differently in production chatbot use cases?
OpenAI Developer Community
May 20, 2026
merefield:
> This is a valid concern … look at this graph as an example:
Very interesting topic and information, thank you.
I am testing reasoning.effort in gpt-5.4-mini with some customers in a real case scenario. Small companies, different subjects to know how it will work.
I will return here to share what I observed about it in the next week.
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