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Story

Reddit test estimates $20 coding capacity for Sonnet, Haiku, Opus and Codex

AI summary

Reddit user /u/Sufficient-Storage87 ran the same eight-file WeasyPrint feature across Claude Pro and ChatGPT Plus, reading each tool's usage meter before and after two to four runs per setup. Based on the estimated share of each five-hour limit consumed per task, the user calculated about 33 Sonnet 5.5, 20 Haiku 5.5, 18 Codex Sol 6.1 and 6 Opus 5.5 tasks per window. The author attributes Haiku's lower result to more time spent revisiting the code and said weekly-limit consumption was roughly 1% for Opus and 0.5% for Sonnet and Codex.

In-depth insight

The comparison offers a concrete, meter-based snapshot of how several coding models consumed $20-plan limits on one feature-development task.

I wanted a straight answer to "what does $20 actually get me" for coding, so I ran the same task on each setup and read the usage meter before and after. Setup - Task: a real 8-file feature in WeasyPrint (the same one from my earlier token-saver test) - Every model on its default settings, nothing tuned. Opus runs on medium effort by default in Claude Code, Codex Sol 6.1 on medium in Codex - Claude Pro ($20) for the Claude models, ChatGPT Plus ($20) for Codex - Usage read from each tool's own meter, 2–4 runs per setup Share of the 5-hour limit one task used Weekly limit barely moved per task: about 1% for Opus, about 0.5% for Sonnet and Codex. The surprise: Haiku is the "cheap" model and still fit fewer tasks than Sonnet. My guess is it took longer and went back over the code more to get the same feature done, so it ate more of the window even at a lower rate. Caveats - 2–4 runs per setup, so these are estimates, not exact numbers - One task type. A small bug fix or a huge refactor would shift the numbers - The meter only shows whole percentages, so the small ones (3%, 5%) are rough - Defaults only. Opus on low effort costs a lot less; I tested that separately and will post it If you're on Pro and mostly writing features, Sonnet gets you the most work per window by a wide margin. submitted by /u/Sufficient-Storage87 [link] [comments]

#Anthropic#OpenAI#Claude Pro#ChatGPT Plus#Sonnet 5.5#Haiku 5.5#Opus 5.5#Codex Sol 6.1#Claude Code#Codex#WeasyPrint

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