Question 1

When should I use GPT-5.4 for chat work?

Accepted Answer

GPT-5.4 is strongest when the job needs one model to hold written material and visual evidence inside the same reasoning frame: strategy decks, research bundles, screenshots, charts, product flows, and decision memos that should not be read as text alone. It is the better fit when the question is not just 'what does this say?' but 'what does all of this mean together?'

Question 2

What is GPT-5.4's real scope on Rivya right now?

Accepted Answer

On Rivya, GPT-5.4 currently runs as a chat project with image-aware input support for up to 6 images. That means it can stay in a research or analysis thread while still reading screenshots, charts, UI states, and other visual materials that would be awkward to flatten into plain text.

Question 3

Which controls or inputs matter most once you're evaluating GPT-5.4 for real work?

Accepted Answer

The biggest lever is not a hidden setting but the evidence pack: what text you give it, which screenshots or charts you attach, what order they arrive in, and what kind of answer you want back. GPT-5.4 usually shows its value when the first turn already defines the decision frame and the exact evidence it should pay attention to.

Question 4

When is GPT-5.4 worth token-based spend?

Accepted Answer

It is billed by usage in the current Rivya setup at 140 input credits and 1120 output credits per million tokens. That spend is easiest to justify when the work combines long context, visual evidence, and a need for cleaner judgment, because one strong pass is often worth more than several cheaper turns that miss the real frame.

Question 5

When should I choose GPT-5.4 over lighter or more expensive chat models?

Accepted Answer

Choose GPT-5.4 when the thread needs both heavier reasoning and image-aware analysis in one place, especially if the visual evidence is central to the decision rather than just illustrative. Go lighter when the work is mostly text-only back-and-forth, and only step higher when the task becomes a truly top-end flagship case.

Question 6

What can I test first on this page?

Accepted Answer

This page is best for a first serious pass on research or strategy work that mixes text with screenshots, charts, or other visual evidence. It is a good place to test whether GPT-5.4 is actually seeing the same story you are seeing before you move the work into a longer saved thread.

Question 7

What can I set up on this page?

Accepted Answer

This page is the public GPT-5.4 chat entry with image-aware support for up to 6 images. The core project is still chat, but it is the option you reach for when screenshots, charts, or other image evidence should stay inside the same reasoning pass.

Question 8

What should I line up before I send the first turn?

Accepted Answer

Before the first turn, line up the written brief, the visual evidence, and the question the model is actually supposed to answer. GPT-5.4 usually feels strongest when the screenshots or charts are not just attached, but clearly tied to the decision or analysis you want back.

Question 9

Do I need to sign in before I send here, and how do credits work?

Accepted Answer

The page is publicly visible, but the actual first send is still gated behind sign in. Usage is billed at 140 input credits and 1120 output credits per million tokens, so it is worth lining up the written context, image set, and decision question before you sign in and spend on the run.

Question 10

When should I stay on this page, and when should I move into the full Studio?

Accepted Answer

Stay here while you are still testing the first analysis frame and checking whether the screenshots, charts, and text are being read the way you expect. Open the full Studio once the thread needs saved context, more attachments, repeated follow-ups, or a longer evidence-heavy project.

GPT-5.4 AI Chat Assistant

Use GPT-5.4

Prepare this run

Start GPT-5.4 with a proven prompt

Executive Decision Memo Chat

Board Meeting Prep Chat

Cross-Functional Decision Log Chat

Product Strategy Scenario Map

What GPT-5.4 output looks like

Best for strategy reviews, leadership alignment, and clear tradeoff calls.

Why this model works

Best-fit tasks

When this model is the right choice

Fit signals

Inputs, output, and credits to confirm

Available via API

Other models to consider next

GPT-5.5

GPT-5.4 Codex

GPT-5.3 Codex