Start with the job this model solves
GPT-5.4 Nano should not be treated as a brand-name page first. It should be placed back into the real model layer: it comes from OpenAI, sits on the Global model route, and belongs to the GPT-5.4 family.
- Ask first whether you truly need a 400K context window or are just reacting to the phrase “long context.”
- Then ask whether your workload cares more about Text + image + file -> text ability or about price band and delivery stability.
- Then ask whether OpenAI can fit the protocol stack you already run today.