codex - 💡(How to fix) Fix Expose Token Consumption Factor in UI for Better Model Selection [2 comments, 2 participants]

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openai/codex#20266Fetched 2026-04-30 06:30:53
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What variant of Codex are you using?

App

What feature would you like to see?

Hi everyone,

I’d like to suggest an improvement focused on transparency of token consumption across models directly in the interface.

While different models are already available, there is currently no clear, immediate way for users to understand the relative cost or token usage impact of each option when making a selection.

From a user perspective, choosing a model is often done without visibility into how it affects:

Token consumption Subscription usage Overall efficiency

Proposed Improvement

Introduce a simple and intuitive consumption indicator displayed in the UI, such as:

0.25× tokens → lightweight usage 0.5× tokens → balanced usage 1× tokens → full capability

This indicator would be shown directly alongside model selection, making trade-offs instantly understandable.

Why this matters

Helps users make informed decisions in real time Encourages using the right level of intelligence for the task Improves cost control and subscription longevity Reduces unnecessary compute usage Creates a more transparent and predictable experience

Key point

This is not about adding new models, but about making existing differences visible and actionable through a clear scaling factor.

Today, the cost exists — but it is implicit. Making it explicit would significantly improve usability.

Additional context

A simple relative indicator is enough. It doesn’t need to expose exact pricing, just a clear and consistent comparison baseline between models.

Thanks for your consideration.

Additional information

No response

extent analysis

TL;DR

Display a token consumption indicator in the UI to help users make informed decisions when selecting models.

Guidance

  • Introduce a simple consumption indicator, such as a scaling factor (e.g., 0.25×, 0.5×, 1×), to provide a clear comparison baseline between models.
  • Display the indicator directly alongside model selection in the UI to make trade-offs instantly understandable.
  • Ensure the indicator is intuitive and easy to understand, focusing on relative token usage rather than exact pricing.
  • Consider the benefits of improved transparency, including better cost control, reduced unnecessary compute usage, and a more predictable experience.

Notes

This suggestion focuses on improving the user experience by providing clear and actionable information about token consumption. The implementation details, such as the exact design and placement of the indicator, may vary depending on the specific requirements and constraints of the application.

Recommendation

Apply workaround: Display a token consumption indicator in the UI to provide users with a clear understanding of the relative cost or token usage impact of each model. This will help users make informed decisions and improve the overall usability of the application.

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codex - 💡(How to fix) Fix Expose Token Consumption Factor in UI for Better Model Selection [2 comments, 2 participants]