---
title: "I am not sure how accurate this is since 0731 weights should perform substantially better..."
date: 2026-07-31
canonical: https://solmaz.io/x/2083219741129474142/
x_url: https://x.com/onusoz/status/2083219741129474142
license: CC BY 4.0 (https://creativecommons.org/licenses/by/4.0/)
---

I am not sure how accurate this is since 0731 weights should perform substantially better, increasing the denominator in (cost / intelligence), hence beating the preview weights

However, ds4 flash and gpt 5.6 luna all being clustered at the frontier makes sense

*Part 2/2 of a thread; root: https://solmaz.io/x/2083219736138338539/*