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

Multiple developers on Hacker News and personal blogs report that OpenAI's Codex consumes 3 times more tokens than Anthropic's Claude for identical coding tasks, with one user spending $150 in credits to fix a single production database bug. The accounts question Codex's value proposition given the higher token consumption and associated costs, describing an efficiency regression versus competing models.

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. Topics Sources - Press Read article https://annanay.dev/fixing-db-with-codex/ - Social HN thread https://news.ycombinator.com/item?id=49978163 This intelligence is sourced automatically from public sources across the web and synthesised by the Prefactor AI pipeline. Stories are reviewed before publication.