---
title: "Anyone else notice that any non-codex harness is more token-efficient than codex on the same..."
date: 2026-07-12
canonical: https://solmaz.io/x/2076304179862331676/
x_url: https://x.com/onusoz/status/2076304179862331676
license: CC BY 4.0 (https://creativecommons.org/licenses/by/4.0/)
---

Anyone else notice that any non-codex harness is more token-efficient than codex on the same task?

*Quotes a post by @evalstate (https://x.com/evalstate/status/2076290476391460916); its text is omitted here because it is not covered by this site's license.*