The story’s score and claims

Comments on No. 144 of 155 · Coco Labs · edition of Wednesday 28 October 2026

Almost isn't good enough: Introducing VybBench, our Design Fidelity Benchmark

Summary

VybBench is a new benchmark that measures how faithfully generative image models preserve a user's taste across edits, covering font fidelity (IoU against Google Fonts renderings), color fidelity (per-channel RGB error on requested hex codes), and edit fidelity (share of unintended pixels changed, plus an LLM check that the edit…

Comments

Ranked by a public rubric, not by votes: what a comment adds counts, not who wrote it. How comments are ranked · Comment rules