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Codex CLI: Plus users hitting usage limits extremely quickly compared to competitors #2448

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Description

@zgqq

Issue Summary

ChatGPT Plus users are hitting usage limits for Codex CLI very quickly, sometimes after just 1-2 requests, making the service nearly unusable for practical development work.

Installation Method

npm install -g @openai/codex

Current Behavior

  • Plus users report hitting usage limits after minimal usage (sometimes just 1-2 coding requests)
  • Limits seem to reset but the allowance is extremely small
  • Usage limits appear to be much more restrictive than what's advertised or expected for a paid plan
  • Users are forced to interrupt their development workflow frequently

Expected Behavior

  • Plus users should have reasonable usage limits that allow for meaningful development sessions
  • Usage limits should be clearly communicated to users
  • The service should be competitive with other AI coding solutions

Comparison with Competitors

Claude Code Pro users can typically:

  • Run extended coding sessions throughout the day
  • Handle complex multi-file projects without hitting limits
  • Complete substantial development tasks without interruption

Meanwhile, Codex CLI Plus users are hitting limits after very basic requests, making it practically unusable for real development work.

Impact

This severely limits the usefulness of Codex CLI for Plus subscribers who:

  • Cannot complete basic coding tasks
  • Experience frequent interruptions during development
  • May consider switching to competitor services that offer more generous usage allowances
  • Lose context and momentum when forced to stop mid-task

Environment

  • Platform: Codex CLI (installed via npm)
  • Installation: npm install -g @openai/codex
  • Subscription: ChatGPT Plus
  • Authentication: Sign in with ChatGPT

Additional Context

While I see issue #2022 discusses similar problems and some improvements have been made (v0.21 with better caching), the usage limits are still extremely restrictive for Plus users.

For a paid service competing with solutions like Claude Code Pro, the current usage limits make Codex CLI nearly unusable for practical development work, despite the quality of GPT-5 model.

Suggested Solutions

  1. Increase usage limits for Plus users to competitive levels
  2. Provide transparency about current limits and when they reset
  3. Consider usage-based tiers rather than hard cut-offs that interrupt development workflows
  4. Better limit indicators so users can plan their usage accordingly
  5. Show current usage status in CLI (similar to /status command but with limit information)

This issue significantly impacts user experience and competitive positioning of Codex CLI, especially when users pay for Plus expecting reasonable usage allowances.

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