Title: "major gains"

First chart: from score 61 (GPT-5.6 Sol) to drumroll 61 (GPT-6 Astra)

Indeed. Though to be fair it is referring to "Artificial Analysis Coding Agent Index", from 65 to 67.

I think they mean cost per task, where Astra is now on the Pareto frontier.