Codex Beats Claude in Architecture but Burns $500/Day in API Costs

MartinGTobias · x · 2026-08-09

A developer shared a hands-on comparison of AI coding assistants, noting that Codex outperforms Claude in architecture and logic design. However, the cost was staggering: Codex consumed $500 in API tokens in a single day for tasks that would use only about 10% of a Claude Max plan's credits. Due to the high expenses, the developer switched back to the subsidized Claude Code.

Related event: Frontline AI Coding Models Tested: High Capability Comes with Massive Token Cost(2 posts)→

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