Production users report Codex consuming 3x higher tokens than Claude for identical tasks

According to multiple developer accounts on Hacker News and personal blogs, OpenAI's Codex is requiring 3 times higher token usage than Claude for the same coding tasks, with one user spending $150 in credits to fix a single production database bug. Developers are questioning Codex's value proposition given the increased token consumption and associated costs. The reports indicate efficiency regression compared to competing models.

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ChatGPT

Sources

This intelligence is sourced automatically from public sources across the web and synthesised by the Prefactor AI pipeline. Stories are reviewed before publication.